diff --git a/README.md b/README.md index bfe47bed..abbf236f 100644 --- a/README.md +++ b/README.md @@ -119,11 +119,3 @@ If you get stuck or have any questions about building AI apps. Join fellow learn If you have product feedback or errors while building visit: [![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) - - - - - - - - diff --git a/translations/ar/README.md b/translations/ar/README.md index 8705ce7f..470239d8 100644 --- a/translations/ar/README.md +++ b/translations/ar/README.md @@ -1,31 +1,31 @@ -# الذكاء الاصطناعي التوليدي للمبتدئين - إصدار جافا -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# الذكاء التوليدي للمبتدئين - إصدار Java +[![خادم Microsoft Foundry على Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![الذكاء الاصطناعي التوليدي للمبتدئين - إصدار جافا](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ar.png) +![الذكاء التوليدي للمبتدئين - إصدار Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ar.png) -**مدة الالتزام**: يمكن إكمال الورشة بأكملها عبر الإنترنت دون إعداد محلي. يستغرق إعداد البيئة دقيقتين، مع استكشاف العينات الذي يتطلب من 1 إلى 3 ساعات حسب عمق الاستكشاف. +**مدة الالتزام**: يمكن إكمال الورشة بأكملها عبر الإنترنت دون إعداد محلي. يستغرق إعداد البيئة دقيقتين، مع استغراق استكشاف الأمثلة 1-3 ساعات اعتمادًا على عمق الاستكشاف. -> **بدء سريع** +> **بدء سريع** -1. قم بعمل فورك لهذا المستودع إلى حساب GitHub الخاص بك -2. انقر على **Code** → علامة التبويب **Codespaces** → **...** → **New with options...** -3. استخدم الإعدادات الافتراضية – سيختار هذا حاوية التطوير التي تم إنشاؤها لهذه الدورة -4. انقر على **Create codespace** -5. انتظر حوالي دقيقتين حتى تصبح البيئة جاهزة +1. استنسخ هذا المستودع إلى حساب GitHub الخاص بك +2. انقر **Code** → علامة التبويب **Codespaces** → **...** → **New with options...** +3. استخدم الإعدادات الافتراضية – سيؤدي ذلك إلى اختيار حاوية التطوير التي تم إنشاؤها لهذه الدورة +4. انقر **Create codespace** +5. انتظر ~2 دقيقة حتى تصبح البيئة جاهزة 6. انتقل مباشرة إلى [المثال الأول](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **تفضل الاستنساخ محليًا؟** +> **هل تفضل الاستنساخ محليًا؟** > -> يتضمن هذا المستودع أكثر من 50 ترجمة للغات مما يزيد بشكل كبير من حجم التنزيل. للاستنساخ بدون الترجمات، استخدم السحب الجزئي: +> يتضمن هذا المستودع أكثر من 50 ترجمة للغات مما يزيد بشكل كبير من حجم التنزيل. للاستنساخ بدون الترجمات، استخدم السحب الانتقائي (sparse checkout): > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -36,45 +36,45 @@ CO_OP_TRANSLATOR_METADATA: ## دعم متعدد اللغات -### مدعوم عبر GitHub Action (آلي ودائم التحديث) +### مدعوم عبر GitHub Action (آلي ومحدّث دائمًا) -[العربية](./README.md) | [البنغالية](../bn/README.md) | [البلغارية](../bg/README.md) | [البورمية (ميانمار)](../my/README.md) | [الصينية (المبسطة)](../zh/README.md) | [الصينية (التقليدية، هونغ كونغ)](../hk/README.md) | [الصينية (التقليدية، ماكاو)](../mo/README.md) | [الصينية (التقليدية، تايوان)](../tw/README.md) | [الكرواتية](../hr/README.md) | [التشيكية](../cs/README.md) | [الدنماركية](../da/README.md) | [الهولندية](../nl/README.md) | [الإستونية](../et/README.md) | [الفنلندية](../fi/README.md) | [الفرنسية](../fr/README.md) | [الألمانية](../de/README.md) | [اليونانية](../el/README.md) | [العبرية](../he/README.md) | [الهندية](../hi/README.md) | [الهنغارية](../hu/README.md) | [الإندونيسية](../id/README.md) | [الإيطالية](../it/README.md) | [اليابانية](../ja/README.md) | [الكانادا](../kn/README.md) | [الكورية](../ko/README.md) | [الليتوانية](../lt/README.md) | [الماليزية](../ms/README.md) | [المالايالامية](../ml/README.md) | [الماراثية](../mr/README.md) | [النيبالية](../ne/README.md) | [النيجيرية بيدجين](../pcm/README.md) | [النرويجية](../no/README.md) | [الفارسية (اللغة الفارسية)](../fa/README.md) | [البولندية](../pl/README.md) | [البرتغالية (البرازيل)](../br/README.md) | [البرتغالية (البرتغال)](../pt/README.md) | [البنجابية (غورموخي)](../pa/README.md) | [الرومانية](../ro/README.md) | [الروسية](../ru/README.md) | [الصربية (السيريلية)](../sr/README.md) | [السلوفاكية](../sk/README.md) | [السلوفينية](../sl/README.md) | [الإسبانية](../es/README.md) | [السواحيلية](../sw/README.md) | [السويدية](../sv/README.md) | [التاغالوغ (الفلبينية)](../tl/README.md) | [التاميلية](../ta/README.md) | [التيلجو](../te/README.md) | [التايلاندية](../th/README.md) | [التركية](../tr/README.md) | [الأوكرانية](../uk/README.md) | [الأردية](../ur/README.md) | [الفيتنامية](../vi/README.md) +[العربية](./README.md) | [البنغالية](../bn/README.md) | [البلغارية](../bg/README.md) | [البورمية (ميانمار)](../my/README.md) | [الصينية (المبسطة)](../zh/README.md) | [الصينية (تقليدية، هونغ كونغ)](../hk/README.md) | [الصينية (تقليدية، ماكاو)](../mo/README.md) | [الصينية (تقليدية، تايوان)](../tw/README.md) | [الكرواتية](../hr/README.md) | [التشيكية](../cs/README.md) | [الدانماركية](../da/README.md) | [الهولندية](../nl/README.md) | [الإستونية](../et/README.md) | [الفنلندية](../fi/README.md) | [الفرنسية](../fr/README.md) | [الألمانية](../de/README.md) | [اليونانية](../el/README.md) | [العبرية](../he/README.md) | [الهندية](../hi/README.md) | [المجرية](../hu/README.md) | [الإندونيسية](../id/README.md) | [الإيطالية](../it/README.md) | [اليابانية](../ja/README.md) | [الكانادية](../kn/README.md) | [الكورية](../ko/README.md) | [الليتوانية](../lt/README.md) | [الماليزية](../ms/README.md) | [المالايالامية](../ml/README.md) | [الماراثية](../mr/README.md) | [النيبالية](../ne/README.md) | [البيجن النيجيري](../pcm/README.md) | [النرويجية](../no/README.md) | [الفارسية (فارسي)](../fa/README.md) | [البولندية](../pl/README.md) | [البرتغالية (البرازيل)](../br/README.md) | [البرتغالية (البرتغال)](../pt/README.md) | [البنجابية (غورموخي)](../pa/README.md) | [الرومانية](../ro/README.md) | [الروسية](../ru/README.md) | [الصربية (سيريلية)](../sr/README.md) | [السلوفاكية](../sk/README.md) | [السلوفينية](../sl/README.md) | [الإسبانية](../es/README.md) | [السواحيلية](../sw/README.md) | [السويدية](../sv/README.md) | [التاغالوغ (الفلبينية)](../tl/README.md) | [التاميلية](../ta/README.md) | [التيلجو](../te/README.md) | [التايلاندية](../th/README.md) | [التركية](../tr/README.md) | [الأوكرانية](../uk/README.md) | [الأردية](../ur/README.md) | [الفيتنامية](../vi/README.md) ## هيكل الدورة ومسار التعلم -### **الفصل 1: مقدمة في الذكاء الاصطناعي التوليدي** -- **المفاهيم الأساسية**: فهم نماذج اللغة الكبيرة، الرموز، التضمينات، وقدرات الذكاء الاصطناعي -- **نظام الذكاء الاصطناعي في جافا**: نظرة عامة على Spring AI و OpenAI SDKs -- **بروتوكول سياق النموذج**: مقدمة عن MCP ودوره في تواصل وكلاء الذكاء الاصطناعي -- **التطبيقات العملية**: سيناريوهات العالم الحقيقي بما في ذلك روبوتات الدردشة وتوليد المحتوى +### **الفصل 1: مقدمة في الذكاء التوليدي** +- **المفاهيم الأساسية**: فهم نماذج اللغة الكبيرة، الرموز (tokens)، التضمينات (embeddings)، وقدرات الذكاء الاصطناعي +- **نظام الذكاء الاصطناعي في Java**: نظرة عامة على Spring AI و OpenAI SDKs +- **بروتوكول سياق النموذج**: مقدمة إلى MCP ودوره في تواصل وكلاء الذكاء الاصطناعي +- **التطبيقات العملية**: سيناريوهات من العالم الحقيقي بما في ذلك روبوتات الدردشة وتوليد المحتوى - **[→ ابدأ الفصل 1](./01-IntroToGenAI/README.md)** ### **الفصل 2: إعداد بيئة التطوير** -- **تكوين متعدد المزودين**: إعداد نماذج GitHub، Azure OpenAI، و OpenAI Java SDK -- **Spring Boot + Spring AI**: أفضل الممارسات لتطوير تطبيقات الذكاء الاصطناعي للمؤسسات -- **نماذج GitHub**: وصول مجاني لنماذج الذكاء الاصطناعي للنمذجة والتعلم (لا يتطلب بطاقة ائتمان) -- **أدوات التطوير**: حاويات Docker، VS Code، وتكوين GitHub Codespaces +- **تكوين متعدد الموفرين**: إعداد GitHub Models و Azure OpenAI وتكاملات OpenAI Java SDK +- **Spring Boot + Spring AI**: أفضل الممارسات لتطوير تطبيقات الذكاء الاصطناعي المؤسسية +- **نماذج GitHub**: وصول مجاني إلى نماذج الذكاء الاصطناعي للنمذجة السريعة والتعلم (لا يلزم بطاقة ائتمان) +- **أدوات التطوير**: حاويات Docker و VS Code وتكوين GitHub Codespaces - **[→ ابدأ الفصل 2](./02-SetupDevEnvironment/README.md)** -### **الفصل 3: تقنيات الذكاء الاصطناعي التوليدي الأساسية** -- **هندسة المطالبات**: تقنيات للحصول على استجابات مثالية من نماذج الذكاء الاصطناعي +### **الفصل 3: تقنيات الذكاء التوليدي الأساسية** +- **هندسة المطالب**: تقنيات للحصول على استجابات مثالية من نماذج الذكاء الاصطناعي - **التضمينات وعمليات المتجهات**: تنفيذ البحث الدلالي ومطابقة التشابه - **التوليد المعزز بالاسترجاع (RAG)**: دمج الذكاء الاصطناعي مع مصادر بياناتك الخاصة -- **استدعاء الوظائف**: توسيع قدرات الذكاء الاصطناعي بأدوات وإضافات مخصصة +- **استدعاء الدوال**: توسيع قدرات الذكاء الاصطناعي باستخدام أدوات ومكونات إضافية مخصصة - **[→ ابدأ الفصل 3](./03-CoreGenerativeAITechniques/README.md)** ### **الفصل 4: التطبيقات العملية والمشاريع** - **مولد قصص الحيوانات الأليفة** (`petstory/`): توليد محتوى إبداعي باستخدام نماذج GitHub -- **عرض Foundry المحلي** (`foundrylocal/`): دمج نموذج الذكاء الاصطناعي المحلي مع OpenAI Java SDK +- **عرض Foundry المحلي** (`foundrylocal/`): تكامل نموذج الذكاء الاصطناعي محليًا مع OpenAI Java SDK - **خدمة حاسبة MCP** (`calculator/`): تنفيذ أساسي لبروتوكول سياق النموذج باستخدام Spring AI - **[→ ابدأ الفصل 4](./04-PracticalSamples/README.md)** -### **الفصل 5: تطوير الذكاء الاصطناعي المسؤول** -- **سلامة نماذج GitHub**: اختبار آليات تصفية المحتوى والسلامة المدمجة (الحظر الصارم والرفض اللين) -- **عرض الذكاء الاصطناعي المسؤول**: مثال عملي يوضح كيفية عمل أنظمة السلامة الحديثة للذكاء الاصطناعي -- **أفضل الممارسات**: إرشادات أساسية لتطوير ونشر الذكاء الاصطناعي الأخلاقي +### **الفصل 5: تطوير الذكاء الاصطناعي بمسؤولية** +- **أمان نماذج GitHub**: اختبار فلترة المحتوى والآليات الأمنية المدمجة (حظر صارم ورفض لطيف) +- **عرض توضيحي للذكاء الاصطناعي المسؤول**: مثال عملي يوضح كيفية عمل أنظمة أمان الذكاء الاصطناعي الحديثة عمليًا +- **أفضل الممارسات**: إرشادات أساسية لتطوير ونشر الذكاء الاصطناعي بشكل أخلاقي - **[→ ابدأ الفصل 5](./05-ResponsibleGenAI/README.md)** ## موارد إضافية @@ -86,7 +86,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### Azure / Edge / MCP / Agents +### Azure / Edge / MCP / وكلاء [![AZD للمبتدئين](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI للمبتدئين](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP للمبتدئين](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) @@ -94,44 +94,45 @@ CO_OP_TRANSLATOR_METADATA: --- -### سلسلة الذكاء الاصطناعي التوليدي -[![الذكاء الاصطناعي التوليدي للمبتدئين](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![الذكاء الاصطناعي التوليدي (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![الذكاء الاصطناعي التوليدي (جافا)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![الذكاء الاصطناعي التوليدي (جافا سكريبت)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### سلسلة الذكاء التوليدي +[![الذكاء التوليدي للمبتدئين](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![الذكاء التوليدي (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![الذكاء التوليدي (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![الذكاء التوليدي (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### التعلم الأساسي [![التعلم الآلي للمبتدئين](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![علوم البيانات للمبتدئين](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![علم البيانات للمبتدئين](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![الذكاء الاصطناعي للمبتدئين](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![الأمن السيبراني للمبتدئين](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![تطوير الويب للمبتدئين](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![إنترنت الأشياء للمبتدئين](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) + +[![IoT للمبتدئين](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![تطوير XR للمبتدئين](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### سلسلة كوبايلوت -[![كوبايلوت للبرمجة الزوجية بالذكاء الاصطناعي](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![كوبايلوت لـ C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![مغامرة كوبايلوت](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### سلسلة Copilot +[![Copilot للبرمجة التعاونية مع الذكاء الاصطناعي](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot لـ C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![مغامرة Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## الحصول على المساعدة -إذا واجهت صعوبة أو كان لديك أي أسئلة حول بناء تطبيقات الذكاء الاصطناعي. انضم إلى المتعلمين الآخرين والمطورين ذوي الخبرة في مناقشات حول MCP. إنها مجتمع داعم حيث تُرحب بالأسئلة ويُشارك المعرفة بحرية. +إذا واجهت مشكلة أو كان لديك أي أسئلة حول بناء تطبيقات الذكاء الاصطناعي. انضم إلى المتعلمين الآخرين والمطورين ذوي الخبرة في مناقشات حول MCP. إنه مجتمع داعم حيث تُرحَّب الأسئلة وتُشارك المعرفة بحرية. -[![خادم Microsoft Foundry على ديسكورد](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord الخاص بـ Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -إذا كان لديك ملاحظات على المنتج أو أخطاء أثناء البناء، قم بزيارة: +إذا كان لديك ملاحظات عن المنتج أو أخطاء أثناء البناء، تفضل بزيارة: -[![منتدى مطوري Microsoft Foundry على GitHub](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![منتدى مطوري Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**إخلاء المسؤولية**: -تمت ترجمة هذا المستند باستخدام خدمة الترجمة الآلية [Co-op Translator](https://github.com/Azure/co-op-translator). بينما نسعى لتحقيق الدقة، يرجى العلم أن الترجمات الآلية قد تحتوي على أخطاء أو عدم دقة. يجب اعتبار المستند الأصلي بلغته الأصلية المصدر الموثوق به. للمعلومات الهامة، يُنصح بالاستعانة بترجمة بشرية محترفة. نحن غير مسؤولين عن أي سوء فهم أو تفسير ناتج عن استخدام هذه الترجمة. +**إخلاء المسؤولية**: +تمت ترجمة هذا المستند باستخدام خدمة الترجمة بالذكاء الاصطناعي [Co-op Translator](https://github.com/Azure/co-op-translator). بينما نسعى إلى الدقة، يرجى ملاحظة أن الترجمات الآلية قد تحتوي على أخطاء أو عدم دقة. يجب اعتبار المستند الأصلي بلغته الأصلية المصدر المعتمد. للمعلومات الحرجة، يُنصح باللجوء إلى ترجمة بشرية احترافية. لا نتحمل أي مسؤولية عن أي سوء فهم أو تفسير ناتج عن استخدام هذه الترجمة. \ No newline at end of file diff --git a/translations/bg/README.md b/translations/bg/README.md index 1f9937ea..fd2c8b17 100644 --- a/translations/bg/README.md +++ b/translations/bg/README.md @@ -1,31 +1,31 @@ # Генеративен AI за начинаещи - Java издание -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord на Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) ![Генеративен AI за начинаещи - Java издание](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.bg.png) -**Време за ангажиране**: Целият уъркшоп може да бъде завършен онлайн без локална настройка. Настройката на средата отнема 2 минути, а разглеждането на примерите изисква 1-3 часа в зависимост от дълбочината на изследване. +**Необходимо време**: Целият уъркшоп може да бъде завършен онлайн без локална настройка. Настройката на средата отнема 2 минути, като разглеждането на примерите изисква между 1 и 3 часа в зависимост от дълбочината на изследване. > **Бърз старт** 1. Форкнете това хранилище в своя GitHub акаунт -2. Кликнете **Code** → раздел **Codespaces** → **...** → **New with options...** -3. Използвайте подразбиращите се настройки – това ще избере контейнера за разработка, създаден за този курс +2. Кликнете **Code** → **Codespaces** таб → **...** → **New with options...** +3. Използвайте подразбиращите се настройки – това ще избере Development container, създаден за този курс 4. Кликнете **Create codespace** -5. Изчакайте ~2 минути, докато средата е готова -6. Отидете директно на [Първия пример](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. Изчакайте ~2 минути средата да бъде готова +6. Преминете директно към [Първия пример](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) > **Предпочитате да клонирате локално?** > -> Това хранилище включва над 50 езикови превода, което значително увеличава размера на изтегляне. За да клонирате без преводи, използвайте sparse checkout: +> Това хранилище съдържа над 50 превода на езици, което значително увеличава размера за изтегляне. За да клонирате без преводите, използвайте sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -34,46 +34,46 @@ CO_OP_TRANSLATOR_METADATA: > Това ви дава всичко необходимо за завършване на курса с много по-бързо изтегляне. -## Многоезична поддръжка +## Поддръжка на много езици ### Поддържа се чрез GitHub Action (Автоматизирано и винаги актуално) -[Арабски](../ar/README.md) | [Бенгалски](../bn/README.md) | [Български](./README.md) | [Бирмански (Мианмар)](../my/README.md) | [Китайски (опростен)](../zh/README.md) | [Китайски (традиционен, Хонконг)](../hk/README.md) | [Китайски (традиционен, Макао)](../mo/README.md) | [Китайски (традиционен, Тайван)](../tw/README.md) | [Хърватски](../hr/README.md) | [Чешки](../cs/README.md) | [Датски](../da/README.md) | [Холандски](../nl/README.md) | [Естонски](../et/README.md) | [Фински](../fi/README.md) | [Френски](../fr/README.md) | [Немски](../de/README.md) | [Гръцки](../el/README.md) | [Иврит](../he/README.md) | [Хинди](../hi/README.md) | [Унгарски](../hu/README.md) | [Индонезийски](../id/README.md) | [Италиански](../it/README.md) | [Японски](../ja/README.md) | [Каннада](../kn/README.md) | [Корейски](../ko/README.md) | [Литовски](../lt/README.md) | [Малайски](../ms/README.md) | [Малаялам](../ml/README.md) | [Маратхи](../mr/README.md) | [Непалски](../ne/README.md) | [Нигерийски пиджин](../pcm/README.md) | [Норвежки](../no/README.md) | [Персийски (фарси)](../fa/README.md) | [Полски](../pl/README.md) | [Португалски (Бразилия)](../br/README.md) | [Португалски (Португалия)](../pt/README.md) | [Пенджаби (Гурмукхи)](../pa/README.md) | [Румънски](../ro/README.md) | [Руски](../ru/README.md) | [Сръбски (кирилица)](../sr/README.md) | [Словашки](../sk/README.md) | [Словенски](../sl/README.md) | [Испански](../es/README.md) | [Суахили](../sw/README.md) | [Шведски](../sv/README.md) | [Тагалог (Филипински)](../tl/README.md) | [Тамилски](../ta/README.md) | [Телугу](../te/README.md) | [Тайски](../th/README.md) | [Турски](../tr/README.md) | [Украински](../uk/README.md) | [Урду](../ur/README.md) | [Виетнамски](../vi/README.md) +[Арабски](../ar/README.md) | [Бенгалски](../bn/README.md) | [Български](./README.md) | [Бирмански (Мианмар)](../my/README.md) | [Китайски (опростен)](../zh/README.md) | [Китайски (традиционен, Хонконг)](../hk/README.md) | [Китайски (традиционен, Макао)](../mo/README.md) | [Китайски (традиционен, Тайван)](../tw/README.md) | [Хърватски](../hr/README.md) | [Чешки](../cs/README.md) | [Датски](../da/README.md) | [Холандски](../nl/README.md) | [Естонски](../et/README.md) | [Финландски](../fi/README.md) | [Френски](../fr/README.md) | [Немски](../de/README.md) | [Гръцки](../el/README.md) | [Иврит](../he/README.md) | [Хинди](../hi/README.md) | [Унгарски](../hu/README.md) | [Индонезийски](../id/README.md) | [Италиански](../it/README.md) | [Японски](../ja/README.md) | [Каннада](../kn/README.md) | [Корейски](../ko/README.md) | [Литовски](../lt/README.md) | [Малайски](../ms/README.md) | [Малаялам](../ml/README.md) | [Маратхи](../mr/README.md) | [Непалски](../ne/README.md) | [Нигерийски Пиджин](../pcm/README.md) | [Норвежки](../no/README.md) | [Персийски (Фарси)](../fa/README.md) | [Полски](../pl/README.md) | [Португалски (Бразилия)](../br/README.md) | [Португалски (Португалия)](../pt/README.md) | [Пенджаби (Гурмухи)](../pa/README.md) | [Румънски](../ro/README.md) | [Руски](../ru/README.md) | [Сърбски (кирилица)](../sr/README.md) | [Словашки](../sk/README.md) | [Словенски](../sl/README.md) | [Испански](../es/README.md) | [Свахили](../sw/README.md) | [Шведски](../sv/README.md) | [Тагалог (Филипински)](../tl/README.md) | [Тамилски](../ta/README.md) | [Телугу](../te/README.md) | [Тайски](../th/README.md) | [Турски](../tr/README.md) | [Украински](../uk/README.md) | [Урду](../ur/README.md) | [Виетнамски](../vi/README.md) ## Структура на курса и учебен път ### **Глава 1: Въведение в генеративния AI** -- **Основни концепции**: Разбиране на големите езикови модели, токени, вграждания и възможности на AI -- **Java AI екосистема**: Преглед на Spring AI и OpenAI SDK -- **Протокол за контекст на модела**: Въведение в MCP и ролята му в комуникацията на AI агенти -- **Практически приложения**: Реални сценарии, включително чатботове и генериране на съдържание +- **Основни понятия**: Разбиране на големи езикови модели, токени, вграждания и възможностите на AI +- **Java AI екосистема**: Преглед на Spring AI и OpenAI SDKs +- **Model Context Protocol**: Въведение в MCP и неговата роля в комуникацията между AI агенти +- **Практически приложения**: Реални сценарии като чатботове и генериране на съдържание - **[→ Започнете Глава 1](./01-IntroToGenAI/README.md)** ### **Глава 2: Настройка на средата за разработка** -- **Конфигурация с множество доставчици**: Настройка на GitHub Models, Azure OpenAI и OpenAI Java SDK интеграции +- **Конфигурация с няколко доставчика**: Настройка на GitHub Models, Azure OpenAI и интеграции с OpenAI Java SDK - **Spring Boot + Spring AI**: Най-добри практики за разработка на корпоративни AI приложения -- **GitHub Models**: Безплатен достъп до AI модели за прототипиране и обучение (без нужда от кредитна карта) +- **GitHub Models**: Безплатен достъп до AI модели за прототипиране и обучение (не е необходима кредитна карта) - **Инструменти за разработка**: Docker контейнери, VS Code и конфигурация на GitHub Codespaces - **[→ Започнете Глава 2](./02-SetupDevEnvironment/README.md)** ### **Глава 3: Основни техники за генеративен AI** -- **Проектиране на заявки (Prompt Engineering)**: Техники за оптимални отговори от AI моделите +- **Проектиране на подсказки**: Техники за оптимални отговори от AI моделите - **Вграждания и векторни операции**: Имплементиране на семантично търсене и съвпадение по сходство -- **Retrieval-Augmented Generation (RAG)**: Комбиниране на AI с ваши собствени източници на данни +- **Извличане-подпомогнато генериране (RAG)**: Комбиниране на AI с вашите собствени източници на данни - **Извикване на функции**: Разширяване на възможностите на AI с персонализирани инструменти и плъгини - **[→ Започнете Глава 3](./03-CoreGenerativeAITechniques/README.md)** ### **Глава 4: Практически приложения и проекти** - **Генератор на истории за домашни любимци** (`petstory/`): Креативно генериране на съдържание с GitHub Models -- **Локално демо на Foundry** (`foundrylocal/`): Локална интеграция на AI модел с OpenAI Java SDK -- **MCP калкулатор услуга** (`calculator/`): Основна имплементация на Model Context Protocol със Spring AI +- **Foundry локално демо** (`foundrylocal/`): Локална интеграция на AI модел с OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Базова имплементация на Model Context Protocol със Spring AI - **[→ Започнете Глава 4](./04-PracticalSamples/README.md)** ### **Глава 5: Отговорно разработване на AI** -- **Безопасност на GitHub Models**: Тествайте вграденото филтриране на съдържание и механизми за безопасност (твърди блокировки и меки откази) -- **Демо за отговорен AI**: Практически пример, показващ как работят съвременните системи за безопасност на AI +- **Сигурност на GitHub Models**: Тествайте вграденото филтриране на съдържание и механизми за безопасност (строги блокирания и меки откази) +- **Демо за отговорен AI**: Практически пример, показващ как съвременните системи за безопасност на AI работят на практика - **Най-добри практики**: Основни насоки за етично разработване и внедряване на AI - **[→ Започнете Глава 5](./05-ResponsibleGenAI/README.md)** @@ -90,7 +90,7 @@ CO_OP_TRANSLATOR_METADATA: [![AZD за начинаещи](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI за начинаещи](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP за начинаещи](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI агенти за начинаещи](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents за начинаещи](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- @@ -103,8 +103,8 @@ CO_OP_TRANSLATOR_METADATA: --- ### Основно обучение -[![Машинно обучение за начинаещи](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Данни науки за начинаещи](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![ML за начинаещи](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Наука за данни за начинаещи](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI за начинаещи](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Киберсигурност за начинаещи](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Уеб разработка за начинаещи](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) @@ -114,24 +114,24 @@ CO_OP_TRANSLATOR_METADATA: --- ### Серия Copilot -[![Copilot за AI съвместно програмиране](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot за съвместно програмиране с AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot за C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Приключение](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Приключение с Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Получаване на помощ -Ако се затрудните или имате въпроси относно създаването на AI приложения. Присъединете се към други учащи и опитни разработчици в дискусии за MCP. Това е подкрепяща общност, където въпросите са добре дошли и знанието се споделя свободно. +Ако се затрудните или имате въпроси относно изграждането на AI приложения. Присъединете се към други учащи се и опитни разработчици в дискусиите за MCP. Това е подкрепяща общност, където въпросите са добре дошли и знанието се споделя свободно. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord на Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Ако имате обратна връзка за продукта или грешки по време на разработка, посетете: +Ако имате обратна връзка за продукта или срещнете грешки по време на разработката, посетете: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Форум на разработчиците на Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Отказ от отговорност**: -Този документ е преведен с помощта на AI преводаческа услуга [Co-op Translator](https://github.com/Azure/co-op-translator). Въпреки че се стремим към точност, моля, имайте предвид, че автоматизираните преводи могат да съдържат грешки или неточности. Оригиналният документ на неговия роден език трябва да се счита за авторитетен източник. За критична информация се препоръчва професионален човешки превод. Ние не носим отговорност за каквито и да е недоразумения или неправилни тълкувания, произтичащи от използването на този превод. +Отказ от отговорност: +Този документ е преведен с помощта на услуга за превод, използваща изкуствен интелект [Co-op Translator](https://github.com/Azure/co-op-translator). Въпреки че се стремим към точност, имайте предвид, че автоматичните преводи могат да съдържат грешки или неточности. Оригиналният документ на съответния език трябва да се счита за авторитетен източник. За критична информация се препоръчва професионален човешки превод. Не носим отговорност за каквито и да е недоразумения или погрешни тълкувания, произтичащи от използването на този превод. \ No newline at end of file diff --git a/translations/bn/README.md b/translations/bn/README.md index c22a9472..7f06a51b 100644 --- a/translations/bn/README.md +++ b/translations/bn/README.md @@ -1,41 +1,41 @@ -# নবীনদের জন্য জেনারেটিভ AI - জাভা সংস্করণ +# শুরুকারীদের জন্য জেনারেটিভ AI - জাভা সংস্করণ [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.bn.png) +![শুরুকারীদের জন্য জেনারেটিভ AI - জাভা সংস্করণ](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.bn.png) -**সময় ব্যয়**: পুরো কর্মশালাটি অনলাইনে সম্পন্ন করা যায় স্থানীয় সেটআপ ছাড়াই। পরিবেশ সেটআপ করতে ২ মিনিট লাগে, নমুনাগুলি অন্বেষণ করতে ১-৩ ঘণ্টা সময় লাগতে পারে অন্বেষণের গভীরতার উপর নির্ভর করে। +**সময়ের প্রয়োজন**: সম্পূর্ণ কর্মশালাটি অনলাইনে লোকাল সেটআপ ছাড়া সম্পন্ন করা যায়। পরিবেশ সেটআপে ২ মিনিট লাগে, নমুনাগুলি অন্বেষণের জন্য ১-৩ ঘন্টা লাগতে পারে অন্বেষণের গভরের উপর নির্ভর করে। -> **দ্রুত শুরু** +> **দ্রুত শুরু** -১. এই রিপোজিটরিটি আপনার GitHub অ্যাকাউন্টে ফর্ক করুন -২. ক্লিক করুন **Code** → **Codespaces** ট্যাব → **...** → **New with options...** -৩. ডিফল্ট ব্যবহার করুন – এটি এই কোর্সের জন্য তৈরি ডেভেলপমেন্ট কন্টেইনার নির্বাচন করবে -৪. ক্লিক করুন **Create codespace** -৫. পরিবেশ প্রস্তুত হতে প্রায় ২ মিনিট অপেক্ষা করুন -৬. সরাসরি যান [প্রথম উদাহরণে](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. এই রিপোজিটরিটি আপনার GitHub অ্যাকাউন্টে Fork করুন +2. ক্লিক করুন **Code** → **Codespaces** ট্যাব → **...** → **New with options...** +3. ডিফল্ট সেটিংস ব্যবহার করুন – এটি এই কোর্সের জন্য তৈরি Development container নির্বাচন করবে +4. ক্লিক করুন **Create codespace** +5. পরিবেশ প্রস্তুত হতে প্রায় ২ মিনিট অপেক্ষা করুন +6. সরাসরি যান [প্রথম উদাহরণ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **স্থানীয়ভাবে ক্লোন করতে চান?** -> -> এই রিপোজিটরিতে ৫০+ ভাষার অনুবাদ রয়েছে যা ডাউনলোড সাইজ অনেক বাড়িয়ে দেয়। অনুবাদ ছাড়া ক্লোন করতে sparse checkout ব্যবহার করুন: +> **স্থানীয়ভাবে ক্লোন করতে চান?** +> +> এই রিপোজিটরিতে ৫০+ ভাষার অনুবাদ রয়েছে যা ডাউনলোডের আকার উল্লেখযোগ্যভাবে বৃদ্ধি করে। অনুবাদ ছাড়া ক্লোন করতে sparse checkout ব্যবহার করুন: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> এটি আপনাকে কোর্স সম্পন্ন করার জন্য প্রয়োজনীয় সবকিছু দ্রুত ডাউনলোডের মাধ্যমে দেবে। +> এটি আপনাকে কোর্সটি সম্পন্ন করার জন্য প্রয়োজনীয় সবকিছু দেবে এবং ডাউনলোড অনেক দ্রুত হবে। ## বহু-ভাষা সমর্থন -### GitHub Action এর মাধ্যমে সমর্থিত (স্বয়ংক্রিয় ও সর্বদা আপ-টু-ডেট) +### GitHub Action দ্বারা সমর্থিত (স্বয়ংক্রিয় ও সবসময় আপ-টু-ডেট) [Arabic](../ar/README.md) | [Bengali](./README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) @@ -44,36 +44,36 @@ CO_OP_TRANSLATOR_METADATA: ## কোর্স কাঠামো ও শেখার পথ ### **অধ্যায় ১: জেনারেটিভ AI পরিচিতি** -- **মূল ধারণা**: বড় ভাষা মডেল, টোকেন, এমবেডিংস, এবং AI ক্ষমতা বোঝা -- **জাভা AI ইকোসিস্টেম**: Spring AI এবং OpenAI SDK এর ওভারভিউ -- **মডেল কনটেক্সট প্রোটোকল**: MCP পরিচিতি এবং AI এজেন্ট যোগাযোগে এর ভূমিকা -- **প্রায়োগিক ব্যবহার**: চ্যাটবট এবং কনটেন্ট জেনারেশনের বাস্তব উদাহরণ +- **মূল ধারণা**: বৃহৎ ভাষা মডেল, টোকেন, এমবেডিংস, এবং এআই-এর ক্ষমতা সম্পর্কে বোঝাপড়া +- **জাভা এআই ইকোসিস্টেম**: Spring AI এবং OpenAI SDKs-এর পরিচিতি +- **মডেল কনটেক্সট প্রটোকল**: MCP-এর পরিচিতি এবং এআই এজেন্টদের মধ্যে যোগাযোগে এর ভূমিকা +- **প্রায়োগিক অ্যাপ্লিকেশন**: চ্যাটবট এবং কনটেন্ট জেনারেশনসহ বাস্তবজগতের উদাহরণ - **[→ অধ্যায় ১ শুরু করুন](./01-IntroToGenAI/README.md)** ### **অধ্যায় ২: ডেভেলপমেন্ট পরিবেশ সেটআপ** -- **মাল্টি-প্রোভাইডার কনফিগারেশন**: GitHub Models, Azure OpenAI, এবং OpenAI Java SDK ইন্টিগ্রেশন সেটআপ -- **Spring Boot + Spring AI**: এন্টারপ্রাইজ AI অ্যাপ্লিকেশন ডেভেলপমেন্টের সেরা অনুশীলন -- **GitHub Models**: প্রোটোটাইপিং ও শেখার জন্য ফ্রি AI মডেল অ্যাক্সেস (ক্রেডিট কার্ডের প্রয়োজন নেই) -- **ডেভেলপমেন্ট টুলস**: ডকার কন্টেইনার, VS কোড, এবং GitHub Codespaces কনফিগারেশন +- **বহু-প্রোভাইডার কনফিগারেশন**: GitHub Models, Azure OpenAI, এবং OpenAI Java SDK ইন্টিগ্রেশন সেটআপ +- **Spring Boot + Spring AI**: এন্টারপ্রাইজ AI অ্যাপ্লিকেশন ανάπτυনের সেরা অনুশীলনসমূহ +- **GitHub Models**: প্রোটোটাইপিং ও শেখার জন্য ফ্রি AI মডেল অ্যাক্সেস (ক্রেডিট কার্ড দরকার নেই) +- **ডেভেলপমেন্ট টুলস**: Docker কন্টেইনার, VS Code, এবং GitHub Codespaces কনফিগারেশন - **[→ অধ্যায় ২ শুরু করুন](./02-SetupDevEnvironment/README.md)** -### **অধ্যায় ৩: মূল জেনারেটিভ AI কৌশল** -- **প্রম্পট ইঞ্জিনিয়ারিং**: AI মডেলের সর্বোত্তম প্রতিক্রিয়া পাওয়ার কৌশল -- **এম্বেডিংস ও ভেক্টর অপারেশন**: সেমান্টিক সার্চ এবং সাদৃশ্য মিলানো বাস্তবায়ন -- **রিট্রিভাল-অগমেন্টেড জেনারেশন (RAG)**: AI কে আপনার নিজস্ব ডেটা সোর্সের সাথে সংযুক্ত করা -- **ফাংশন কলিং**: কাস্টম টুলস ও প্লাগইন দিয়ে AI ক্ষমতা বাড়ানো +### **অধ্যায় ৩: মৌলিক জেনারেটিভ AI কৌশলসমূহ** +- **প্রম্পট ইঞ্জিনিয়ারিং**: AI মডেল থেকে সর্বোত্তম প্রতিক্রিয়া পেতে কৌশলসমূহ +- **এমবেডিংস ও ভেক্টর অপারেশন**: সেমান্টিক সার্চ ও সাদৃশ্য মিলানোর বাস্তবায়ন +- **রিট্রিভাল-অগমেন্টেড জেনারেশন (RAG)**: আপনার নিজস্ব ডেটা সোর্সগুলোর সাথে AI একত্রিত করা +- **ফাংশন কলিং**: কাস্টম টুলস ও প্লাগইন দিয়ে AI ক্ষমতা বাড়ানো - **[→ অধ্যায় ৩ শুরু করুন](./03-CoreGenerativeAITechniques/README.md)** -### **অধ্যায় ৪: ব্যবহারিক অ্যাপ্লিকেশন ও প্রকল্প** -- **পেট স্টোরি জেনারেটর** (`petstory/`): GitHub Models দিয়ে সৃজনশীল কনটেন্ট জেনারেশন -- **Foundry Local ডেমো** (`foundrylocal/`): OpenAI Java SDK দিয়ে স্থানীয় AI মডেল ইন্টিগ্রেশন -- **MCP ক্যালকুলেটর সার্ভিস** (`calculator/`): Spring AI দিয়ে মৌলিক Model Context Protocol বাস্তবায়ন +### **অধ্যায় ৪: প্রায়োগিক অ্যাপ্লিকেশন ও প্রকল্পসমূহ** +- **পেট স্টোরি জেনারেটর** (`petstory/`): GitHub Models ব্যবহার করে সৃজনশীল কনটেন্ট জেনারেশন +- **Foundry Local ডেমো** (`foundrylocal/`): OpenAI Java SDK-এর সাথে লোকাল AI মডেল ইন্টিগ্রেশন +- **MCP ক্যালকুলেটর সার্ভিস** (`calculator/`): Spring AI দিয়ে বেসিক Model Context Protocol বাস্তবায়ন - **[→ অধ্যায় ৪ শুরু করুন](./04-PracticalSamples/README.md)** -### **অধ্যায় ৫: দায়িত্বশীল AI ডেভেলপমেন্ট** -- **GitHub Models নিরাপত্তা**: বিল্ট-ইন কনটেন্ট ফিল্টারিং ও নিরাপত্তা ব্যবস্থা পরীক্ষা (হার্ড ব্লক ও সফট রিফিউজাল) -- **দায়িত্বশীল AI ডেমো**: আধুনিক AI নিরাপত্তা সিস্টেম কিভাবে কাজ করে তার হাতে-কলমে উদাহরণ -- **সেরা অনুশীলন**: নৈতিক AI ডেভেলপমেন্ট ও ডিপ্লয়মেন্টের জন্য অপরিহার্য নির্দেশিকা +### **অধ্যায় ৫: দায়িত্বশীল AI উন্নয়ন** +- **GitHub Models নিরাপত্তা**: বিল্ট-ইন কনটেন্ট ফিল্টারিং ও সেফটি মেকানিজম (হার্ড ব্লক ও সফট রিফিউজাল) পরীক্ষা করুন +- **দায়িত্বশীল AI ডেমো**: আধুনিক AI সেফটি সিস্টেম কিভাবে বাস্তবে কাজ করে তা প্রদর্শন +- **সেরা অনুশীলনসমূহ**: নৈতিক AI উন্নয়ন ও ডেপ্লয়মেন্টের অপরিহার্য নির্দেশিকা - **[→ অধ্যায় ৫ শুরু করুন](./05-ResponsibleGenAI/README.md)** ## অতিরিক্ত সম্পদ @@ -93,7 +93,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### Generative AI Series +### জেনারেটিভ AI সিরিজ [![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -101,36 +101,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### মূল শেখা +### মূল শিক্ষণ [![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরু করার জন্য IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![শুরু করার জন্য XR ডেভেলপমেন্ট](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![নবীনদের জন্য IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![নবীনদের জন্য XR ডেভেলপমেন্ট](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### কপাইলট সিরিজ -[![AI যুগল প্রোগ্রামিংয়ের জন্য কপাইলট](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![C#/.NET এর জন্য কপাইলট](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![কপাইলট অ্যাডভেঞ্চার](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![AI যুগল প্রোগ্রামিংয়ের জন্য Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET-এর জন্য Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot অ্যাডভেঞ্চার](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## সাহায্য নেওয়া +## সহায়তা -যদি আপনি আটকে যান বা AI অ্যাপ তৈরি সম্পর্কে কোনো প্রশ্ন থাকে। MCP নিয়ে আলোচনা করতে সহপাঠী শিক্ষার্থী এবং অভিজ্ঞ ডেভেলপারদের সাথে যোগ দিন। এটি একটি সহায়ক সম্প্রদায় যেখানে প্রশ্ন স্বাগত এবং জ্ঞান মুক্তভাবে ভাগ করা হয়। +আপনি যদি আটকে যান বা AI অ্যাপ তৈরি করার বিষয়ে কোনো প্রশ্ন থাকে। MCP সম্পর্কিত আলোচনায় সহশিক্ষার্থী এবং অভিজ্ঞ ডেভেলপারদের সাথে যোগ দিন। এটি একটি সহায়ক সম্প্রদায় যেখানে প্রশ্নকে স্বাগত জানানো হয় এবং জ্ঞান মুক্তভাবে ভাগ করা হয়। -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry ডিসকর্ড](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -যদি আপনার পণ্য প্রতিক্রিয়া বা ত্রুটি থাকে, তাহলে নির্মাণের সময় এখানে যান: +If you have product feedback or errors while building visit: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry ডেভেলপার ফোরাম](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**অস্বীকৃতি**: -এই নথিটি AI অনুবাদ সেবা [Co-op Translator](https://github.com/Azure/co-op-translator) ব্যবহার করে অনূদিত হয়েছে। আমরা যথাসাধ্য সঠিকতার চেষ্টা করি, তবে স্বয়ংক্রিয় অনুবাদে ত্রুটি বা অসঙ্গতি থাকতে পারে। মূল নথিটি তার নিজস্ব ভাষায়ই কর্তৃত্বপূর্ণ উৎস হিসেবে বিবেচিত হওয়া উচিত। গুরুত্বপূর্ণ তথ্যের জন্য পেশাদার মানব অনুবাদ গ্রহণ করার পরামর্শ দেওয়া হয়। এই অনুবাদের ব্যবহারে সৃষ্ট কোনো ভুল বোঝাবুঝি বা ভুল ব্যাখ্যার জন্য আমরা দায়ী নই। +অস্বীকৃতি: +এই দলিলটি AI অনুবাদ পরিষেবা [Co-op Translator](https://github.com/Azure/co-op-translator) ব্যবহার করে অনূদিত। যদিও আমরা যথাসাধ্য সঠিকতা নিশ্চিত করার চেষ্টা করি, অনুগ্রহ করে লক্ষ্য করুন যে স্বয়ংক্রিয় অনুবাদে ত্রুটি বা অসঙ্গতি থাকতে পারে। মূল ভাষায় থাকা মূল দলিলটিকেই প্রামাণ্য উৎস হিসেবে বিবেচনা করা উচিত। গুরুত্বপূর্ণ তথ্যের ক্ষেত্রে পেশাদার মানব অনুবাদ প্রয়োজন। এই অনুবাদ ব্যবহারের ফলে যে কোনও ভুল বোঝাবুঝি বা ভুল ব্যাখ্যার জন্য আমরা দায়ী নই। \ No newline at end of file diff --git a/translations/br/README.md b/translations/br/README.md index 0b67d87a..7e6bf8f1 100644 --- a/translations/br/README.md +++ b/translations/br/README.md @@ -1,37 +1,37 @@ # IA Generativa para Iniciantes - Edição Java -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord do Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) ![IA Generativa para Iniciantes - Edição Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.br.png) -**Compromisso de Tempo**: O workshop completo pode ser realizado online sem configuração local. A configuração do ambiente leva 2 minutos, com a exploração dos exemplos exigindo de 1 a 3 horas, dependendo da profundidade da exploração. +**Comprometimento de Tempo**: O workshop inteiro pode ser concluído online sem configuração local. A configuração do ambiente leva 2 minutos, com a exploração dos exemplos requerendo de 1 a 3 horas dependendo da profundidade da exploração. > **Início Rápido** 1. Faça um fork deste repositório para sua conta do GitHub -2. Clique em **Code** → aba **Codespaces** → **...** → **Novo com opções...** +2. Clique em **Code** → aba **Codespaces** → **...** → **New with options...** 3. Use os padrões – isso selecionará o container de Desenvolvimento criado para este curso -4. Clique em **Criar codespace** -5. Aguarde ~2 minutos para o ambiente ficar pronto +4. Clique em **Create codespace** +5. Espere ~2 minutos para o ambiente ficar pronto 6. Vá direto para [O primeiro exemplo](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Prefere Clonar Localmente?** +> **Prefere clonar localmente?** > -> Este repositório inclui mais de 50 traduções de idiomas, o que aumenta significativamente o tamanho do download. Para clonar sem traduções, use sparse checkout: +> Este repositório inclui mais de 50 traduções de idioma que aumentam significativamente o tamanho do download. Para clonar sem traduções, use sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Isso fornece tudo que você precisa para completar o curso com um download muito mais rápido. +> Isto fornece tudo o que você precisa para concluir o curso com um download muito mais rápido. ## Suporte Multilíngue @@ -39,43 +39,43 @@ CO_OP_TRANSLATOR_METADATA: ### Suportado via GitHub Action (Automatizado e Sempre Atualizado) -[Árabe](../ar/README.md) | [Bengali](../bn/README.md) | [Búlgaro](../bg/README.md) | [Birmanês (Myanmar)](../my/README.md) | [Chinês (Simplificado)](../zh/README.md) | [Chinês (Tradicional, Hong Kong)](../hk/README.md) | [Chinês (Tradicional, Macau)](../mo/README.md) | [Chinês (Tradicional, Taiwan)](../tw/README.md) | [Croata](../hr/README.md) | [Tcheco](../cs/README.md) | [Dinamarquês](../da/README.md) | [Holandês](../nl/README.md) | [Estoniano](../et/README.md) | [Finlandês](../fi/README.md) | [Francês](../fr/README.md) | [Alemão](../de/README.md) | [Grego](../el/README.md) | [Hebraico](../he/README.md) | [Hindi](../hi/README.md) | [Húngaro](../hu/README.md) | [Indonésio](../id/README.md) | [Italiano](../it/README.md) | [Japonês](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malaio](../ms/README.md) | [Malaiala](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Pidgin Nigeriano](../pcm/README.md) | [Norueguês](../no/README.md) | [Persa (Farsi)](../fa/README.md) | [Polonês](../pl/README.md) | [Português (Brasil)](./README.md) | [Português (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romeno](../ro/README.md) | [Russo](../ru/README.md) | [Sérvio (Cirílico)](../sr/README.md) | [Eslovaco](../sk/README.md) | [Esloveno](../sl/README.md) | [Espanhol](../es/README.md) | [Suaíli](../sw/README.md) | [Sueco](../sv/README.md) | [Tagalo (Filipino)](../tl/README.md) | [Tâmil](../ta/README.md) | [Telugu](../te/README.md) | [Tailandês](../th/README.md) | [Turco](../tr/README.md) | [Ucraniano](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) +[Árabe](../ar/README.md) | [Bengalês](../bn/README.md) | [Búlgaro](../bg/README.md) | [Birmanês (Myanmar)](../my/README.md) | [Chinês (Simplificado)](../zh/README.md) | [Chinês (Tradicional, Hong Kong)](../hk/README.md) | [Chinês (Tradicional, Macau)](../mo/README.md) | [Chinês (Tradicional, Taiwan)](../tw/README.md) | [Croata](../hr/README.md) | [Tcheco](../cs/README.md) | [Dinamarquês](../da/README.md) | [Holandês](../nl/README.md) | [Estoniano](../et/README.md) | [Finlandês](../fi/README.md) | [Francês](../fr/README.md) | [Alemão](../de/README.md) | [Grego](../el/README.md) | [Hebraico](../he/README.md) | [Hindi](../hi/README.md) | [Húngaro](../hu/README.md) | [Indonésio](../id/README.md) | [Italiano](../it/README.md) | [Japonês](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malaio](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Pidgin Nigeriano](../pcm/README.md) | [Norueguês](../no/README.md) | [Persa (Farsi)](../fa/README.md) | [Polonês](../pl/README.md) | [Português (Brasil)](./README.md) | [Português (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romeno](../ro/README.md) | [Russo](../ru/README.md) | [Sérvio (Cirílico)](../sr/README.md) | [Eslovaco](../sk/README.md) | [Esloveno](../sl/README.md) | [Espanhol](../es/README.md) | [Suaíli](../sw/README.md) | [Sueco](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tâmil](../ta/README.md) | [Telugo](../te/README.md) | [Tailandês](../th/README.md) | [Turco](../tr/README.md) | [Ucraniano](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) -## Estrutura do Curso & Caminho de Aprendizagem +## Estrutura do Curso e Roteiro de Aprendizagem ### **Capítulo 1: Introdução à IA Generativa** -- **Conceitos Básicos**: Compreendendo Grandes Modelos de Linguagem, tokens, embeddings e capacidades da IA -- **Ecossistema Java AI**: Visão geral dos SDKs Spring AI e OpenAI -- **Protocolo de Contexto de Modelo**: Introdução ao MCP e seu papel na comunicação de agentes de IA -- **Aplicações Práticas**: Cenários do mundo real incluindo chatbots e geração de conteúdo -- **[→ Começar Capítulo 1](./01-IntroToGenAI/README.md)** +- **Conceitos Centrais**: Entendendo Modelos de Linguagem de Grande Escala, tokens, embeddings e capacidades da IA +- **Ecossistema de IA em Java**: Visão geral do Spring AI e dos SDKs da OpenAI +- **Model Context Protocol**: Introdução ao MCP e seu papel na comunicação entre agentes de IA +- **Aplicações Práticas**: Cenários do mundo real, incluindo chatbots e geração de conteúdo +- **[→ Iniciar Capítulo 1](./01-IntroToGenAI/README.md)** ### **Capítulo 2: Configuração do Ambiente de Desenvolvimento** -- **Configuração Multi-Provedor**: Configurar GitHub Models, Azure OpenAI e integrações OpenAI Java SDK -- **Spring Boot + Spring AI**: Melhores práticas para desenvolvimento de aplicações empresariais de IA -- **GitHub Models**: Acesso gratuito a modelos de IA para prototipagem e aprendizado (sem necessidade de cartão de crédito) -- **Ferramentas de Desenvolvimento**: Containers Docker, VS Code e configuração do GitHub Codespaces -- **[→ Começar Capítulo 2](./02-SetupDevEnvironment/README.md)** +- **Configuração Multi-Provedor**: Configure integrações com GitHub Models, Azure OpenAI e OpenAI Java SDK +- **Spring Boot + Spring AI**: Melhores práticas para desenvolvimento de aplicações corporativas de IA +- **GitHub Models**: Acesso gratuito a modelos de IA para prototipagem e aprendizagem (não é necessário cartão de crédito) +- **Ferramentas de Desenvolvimento**: containers Docker, VS Code e configuração do GitHub Codespaces +- **[→ Iniciar Capítulo 2](./02-SetupDevEnvironment/README.md)** ### **Capítulo 3: Técnicas Centrais de IA Generativa** -- **Engenharia de Prompt**: Técnicas para respostas ótimas dos modelos de IA -- **Embeddings & Operações Vetoriais**: Implementar busca semântica e correspondência de similaridade -- **Geração com Recuperação Aprimorada (RAG)**: Combinar IA com suas próprias fontes de dados -- **Chamada de Função**: Estender capacidades da IA com ferramentas e plugins personalizados -- **[→ Começar Capítulo 3](./03-CoreGenerativeAITechniques/README.md)** +- **Engenharia de Prompt**: Técnicas para respostas ótimas de modelos de IA +- **Embeddings e Operações Vetoriais**: Implemente busca semântica e correspondência por similaridade +- **Retrieval-Augmented Generation (RAG)**: Combine IA com suas próprias fontes de dados +- **Chamadas de Função**: Expanda as capacidades da IA com ferramentas e plugins personalizados +- **[→ Iniciar Capítulo 3](./03-CoreGenerativeAITechniques/README.md)** ### **Capítulo 4: Aplicações Práticas & Projetos** -- **Gerador de Histórias de Animais de Estimação** (`petstory/`): Geração criativa de conteúdo com GitHub Models -- **Demonstração Local Foundry** (`foundrylocal/`): Integração local de modelo de IA com OpenAI Java SDK -- **Serviço Calculadora MCP** (`calculator/`): Implementação básica do Protocolo de Contexto de Modelo com Spring AI -- **[→ Começar Capítulo 4](./04-PracticalSamples/README.md)** +- **Gerador de Histórias de Animais** (`petstory/`): Geração criativa de conteúdo com GitHub Models +- **Demonstração Local do Foundry** (`foundrylocal/`): Integração de modelo de IA local com o OpenAI Java SDK +- **Serviço Calculadora MCP** (`calculator/`): Implementação básica do Model Context Protocol com Spring AI +- **[→ Iniciar Capítulo 4](./04-PracticalSamples/README.md)** ### **Capítulo 5: Desenvolvimento Responsável de IA** -- **Segurança do GitHub Models**: Testar filtragem de conteúdo embutida e mecanismos de segurança (bloqueios rígidos e recusas suaves) -- **Demonstração de IA Responsável**: Exemplo prático mostrando como sistemas modernos de segurança de IA funcionam na prática +- **Segurança dos GitHub Models**: Teste os filtros de conteúdo e mecanismos de segurança integrados (bloqueios rígidos e recusas suaves) +- **Demonstração de IA Responsável**: Exemplo prático mostrando como os sistemas modernos de segurança em IA funcionam na prática - **Melhores Práticas**: Diretrizes essenciais para desenvolvimento e implantação ética de IA -- **[→ Começar Capítulo 5](./05-ResponsibleGenAI/README.md)** +- **[→ Iniciar Capítulo 5](./05-ResponsibleGenAI/README.md)** ## Recursos Adicionais @@ -102,7 +102,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### Aprendizado Central +### Aprendizado Fundamental [![ML para Iniciantes](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Ciência de Dados para Iniciantes](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![IA para Iniciantes](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) @@ -119,19 +119,19 @@ CO_OP_TRANSLATOR_METADATA: [![Aventura Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Obter Ajuda +## Obtendo Ajuda -Se você ficar preso ou tiver alguma dúvida sobre como criar aplicativos de IA. Junte-se a outros aprendizes e desenvolvedores experientes em discussões sobre MCP. É uma comunidade de apoio onde perguntas são bem-vindas e o conhecimento é compartilhado livremente. +Se você ficar preso ou tiver alguma dúvida sobre como criar aplicativos de IA. Junte-se a outros aprendizes e desenvolvedores experientes nas discussões sobre o MCP. É uma comunidade acolhedora onde perguntas são bem-vindas e o conhecimento é compartilhado livremente. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord do Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Se você tiver feedback sobre o produto ou erros durante a criação, visite: +Se você tiver feedback sobre o produto ou encontrar erros durante o desenvolvimento, visite: [![Fórum de Desenvolvedores Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Aviso Legal**: -Este documento foi traduzido utilizando o serviço de tradução por IA [Co-op Translator](https://github.com/Azure/co-op-translator). Embora nos esforcemos para garantir a precisão, esteja ciente de que traduções automáticas podem conter erros ou imprecisões. O documento original em seu idioma nativo deve ser considerado a fonte autorizada. Para informações críticas, recomenda-se a tradução profissional realizada por humanos. Não nos responsabilizamos por quaisquer mal-entendidos ou interpretações incorretas decorrentes do uso desta tradução. +Isenção de responsabilidade: +Este documento foi traduzido usando o serviço de tradução automática Co-op Translator (https://github.com/Azure/co-op-translator). Embora nos esforcemos para garantir a precisão, esteja ciente de que traduções automáticas podem conter erros ou imprecisões. O documento original em seu idioma deve ser considerado a fonte autorizada. Para informações críticas, recomenda-se tradução profissional feita por um tradutor humano. Não nos responsabilizamos por quaisquer mal-entendidos ou interpretações equivocadas decorrentes do uso desta tradução. \ No newline at end of file diff --git a/translations/cs/README.md b/translations/cs/README.md index eb659912..e74e1af1 100644 --- a/translations/cs/README.md +++ b/translations/cs/README.md @@ -1,8 +1,8 @@ -[Arabština](../ar/README.md) | [Bengálština](../bn/README.md) | [Bulharština](../bg/README.md) | [Barmština (Myanmar)](../my/README.md) | [Čínština (zjednodušená)](../zh/README.md) | [Čínština (tradiční, Hongkong)](../hk/README.md) | [Čínština (tradiční, Macao)](../mo/README.md) | [Čínština (tradiční, Tchaj-wan)](../tw/README.md) | [Chorvatština](../hr/README.md) | [Čeština](./README.md) | [Dánština](../da/README.md) | [Nizozemština](../nl/README.md) | [Estonština](../et/README.md) | [Finština](../fi/README.md) | [Francouzština](../fr/README.md) | [Němčina](../de/README.md) | [Řečtina](../el/README.md) | [Hebrejština](../he/README.md) | 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[Tamilština](../ta/README.md) | [Telugština](../te/README.md) | [Thajština](../th/README.md) | [Turečtina](../tr/README.md) | [Ukrajinština](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamština](../vi/README.md) +[Arabština](../ar/README.md) | [Bengálština](../bn/README.md) | [Bulharština](../bg/README.md) | [Barmština (Myanmar)](../my/README.md) | [Čínština (zjednodušená)](../zh/README.md) | [Čínština (tradiční, Hongkong)](../hk/README.md) | [Čínština (tradiční, Macau)](../mo/README.md) | [Čínština (tradiční, Taiwan)](../tw/README.md) | [Chorvatština](../hr/README.md) | [Čeština](./README.md) | [Dánština](../da/README.md) | [Nizozemština](../nl/README.md) | [Estonština](../et/README.md) | [Finština](../fi/README.md) | [Francouzština](../fr/README.md) | [Němčina](../de/README.md) | [Řečtina](../el/README.md) | [Hebrejština](../he/README.md) | [Hindština](../hi/README.md) | [Maďarština](../hu/README.md) | [Indonéština](../id/README.md) | [italština](../it/README.md) | [Japonština](../ja/README.md) | [Kannadština](../kn/README.md) | [Korejština](../ko/README.md) | [Litevština](../lt/README.md) | [Malajština](../ms/README.md) | [malajálamština](../ml/README.md) | [Maráthština](../mr/README.md) | [Nepálština](../ne/README.md) | [Nigerijský pidžin](../pcm/README.md) | [Norština](../no/README.md) | [Perština (Farsi)](../fa/README.md) | [Polština](../pl/README.md) | [Portugalština (Brazílie)](../br/README.md) | [Portugalština (Portugalsko)](../pt/README.md) | [Paňdžábština (Gurmukhi)](../pa/README.md) | [Rumunština](../ro/README.md) | [Ruština](../ru/README.md) | [Srbština (cyrilice)](../sr/README.md) | [Slovenština](../sk/README.md) | [Slovinština](../sl/README.md) | [Španělština](../es/README.md) | [Svahilština](../sw/README.md) | [Švédština](../sv/README.md) | [Tagalog (filipínština)](../tl/README.md) | [Tamilština](../ta/README.md) | [Telugština](../te/README.md) | [Thajština](../th/README.md) | [Turečtina](../tr/README.md) | [Ukrajinština](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamština](../vi/README.md) -## Struktura kurzu a učební cesta +## Struktura kurzu a studijní plán ### **Kapitola 1: Úvod do generativní AI** -- **Základní pojmy**: Pochopení velkých jazykových modelů, tokenů, embeddingů a schopností AI -- **Java AI ekosystém**: Přehled Spring AI a OpenAI SDK -- **Protokol kontextu modelu**: Úvod do MCP a jeho role v komunikaci AI agentů -- **Praktické aplikace**: Reálné scénáře včetně chatbotů a generování obsahu +- **Základní pojmy**: Porozumění velkým jazykovým modelům, tokenům, embeddingům a schopnostem AI +- **Ekosystém AI v Javě**: Přehled Spring AI a OpenAI SDK +- **Model Context Protocol**: Úvod do MCP a jeho role v komunikaci AI agentů +- **Praktické aplikace**: Scénáře z reálného světa včetně chatbotů a generování obsahu - **[→ Začít kapitolu 1](./01-IntroToGenAI/README.md)** ### **Kapitola 2: Nastavení vývojového prostředí** -- **Konfigurace více poskytovatelů**: Nastavení GitHub Models, Azure OpenAI a OpenAI Java SDK integrací -- **Spring Boot + Spring AI**: Nejlepší postupy pro vývoj podnikových AI aplikací -- **GitHub Models**: Bezplatný přístup k AI modelům pro prototypování a učení (není potřeba kreditní karta) -- **Vývojové nástroje**: Docker kontejnery, VS Code a konfigurace GitHub Codespaces +- **Konfigurace pro více poskytovatelů**: Nastavte integrace GitHub Models, Azure OpenAI a OpenAI Java SDK +- **Spring Boot + Spring AI**: Osvědčené postupy pro vývoj podnikových AI aplikací +- **GitHub Models**: Bezplatný přístup k AI modelům pro prototypování a učení (není vyžadována kreditní karta) +- **Nástroje pro vývoj**: Konfigurace Docker kontejnerů, VS Code a GitHub Codespaces - **[→ Začít kapitolu 2](./02-SetupDevEnvironment/README.md)** ### **Kapitola 3: Základní techniky generativní AI** -- **Prompt engineering**: Techniky pro optimální odpovědi AI modelů -- **Embeddingy a vektorové operace**: Implementace sémantického vyhledávání a porovnávání podobnosti -- **Retrieval-Augmented Generation (RAG)**: Kombinace AI s vlastními datovými zdroji -- **Volání funkcí**: Rozšíření schopností AI pomocí vlastních nástrojů a pluginů +- **Prompt Engineering**: Techniky pro optimální odpovědi AI modelu +- **Embeddings a vektorové operace**: Implementujte sémantické vyhledávání a porovnávání podobnosti +- **Retrieval-Augmented Generation (RAG)**: Kombinujte AI s vlastními zdroji dat +- **Volání funkcí (Function Calling)**: Rozšiřte schopnosti AI pomocí vlastních nástrojů a pluginů - **[→ Začít kapitolu 3](./03-CoreGenerativeAITechniques/README.md)** ### **Kapitola 4: Praktické aplikace a projekty** - **Generátor příběhů o mazlíčcích** (`petstory/`): Kreativní generování obsahu s GitHub Models -- **Foundry lokální demo** (`foundrylocal/`): Lokální integrace AI modelu s OpenAI Java SDK -- **MCP kalkulační služba** (`calculator/`): Základní implementace Model Context Protocol se Spring AI +- **Foundry Local Demo** (`foundrylocal/`): Lokální integrace AI modelu s OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Základní implementace Model Context Protocol pomocí Spring AI - **[→ Začít kapitolu 4](./04-PracticalSamples/README.md)** ### **Kapitola 5: Odpovědný vývoj AI** -- **Bezpečnost GitHub Models**: Testování vestavěného filtrování obsahu a bezpečnostních mechanismů (tvrdé blokace a měkké odmítnutí) -- **Demo odpovědné AI**: Praktický příklad ukazující, jak fungují moderní bezpečnostní systémy AI -- **Nejlepší postupy**: Zásadní pokyny pro etický vývoj a nasazení AI +- **Bezpečnost GitHub Models**: Ověřte vestavěné filtrování obsahu a bezpečnostní mechanismy (striktní blokace a měkká odmítnutí) +- **Demonstrace odpovědného AI**: Praktický příklad ukazující, jak moderní bezpečnostní systémy AI fungují v praxi +- **Osvědčené postupy**: Zásadní pokyny pro etický vývoj a nasazení AI - **[→ Začít kapitolu 5](./05-ResponsibleGenAI/README.md)** ## Další zdroje ### LangChain -[![LangChain4j pro začátečníky](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js pro začátečníky](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agenti -[![AZD pro začátečníky](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI pro začátečníky](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP pro začátečníky](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI agenti pro začátečníky](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Série Generativní AI -[![Generativní AI pro začátečníky](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generativní AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generativní AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generativní AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Základní učení -[![ML pro začátečníky](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science pro začátečníky](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI pro začátečníky](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Kyberbezpečnost pro začátečníky](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Webový vývoj pro začátečníky](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +### Základní vzdělávání +[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) [![IoT pro začátečníky](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![Vývoj XR pro začátečníky](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Série Copilot -[![Copilot pro AI párové programování](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot pro párové programování s AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot pro C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot dobrodružství](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Dobrodružství Copilota](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Získání pomoci -Pokud se zaseknete nebo máte jakékoli dotazy ohledně vytváření AI aplikací. Připojte se k ostatním studentům a zkušeným vývojářům v diskuzích o MCP. Je to podpůrná komunita, kde jsou otázky vítány a znalosti se sdílejí volně. +Pokud uvíznete nebo budete mít jakékoli dotazy ohledně vývoje aplikací s umělou inteligencí. Připojte se k dalším studentům a zkušeným vývojářům v diskuzích o MCP. Je to podpůrná komunita, kde jsou otázky vítány a znalosti se volně sdílejí. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Pokud máte zpětnou vazbu k produktu nebo chyby při vývoji, navštivte: +Pokud máte zpětnou vazbu k produktu nebo se během vývoje setkáte s chybami, navštivte: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Vývojářské fórum Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Prohlášení o vyloučení odpovědnosti**: -Tento dokument byl přeložen pomocí AI překladatelské služby [Co-op Translator](https://github.com/Azure/co-op-translator). Přestože usilujeme o přesnost, mějte prosím na paměti, že automatické překlady mohou obsahovat chyby nebo nepřesnosti. Původní dokument v jeho mateřském jazyce by měl být považován za autoritativní zdroj. Pro důležité informace se doporučuje profesionální lidský překlad. Nejsme odpovědní za jakékoli nedorozumění nebo nesprávné výklady vyplývající z použití tohoto překladu. +Vyloučení odpovědnosti: +Tento dokument byl přeložen pomocí AI překladatelské služby Co-op Translator (https://github.com/Azure/co-op-translator). Ač usilujeme o přesnost, mějte prosím na paměti, že automatické překlady mohou obsahovat chyby nebo nepřesnosti. Původní dokument v jeho mateřském jazyce by měl být považován za rozhodující zdroj. U kritických informací se doporučuje využít profesionální lidský překlad. Nejsme odpovědní za žádná nedorozumění nebo chybné výklady vyplývající z použití tohoto překladu. \ No newline at end of file diff --git a/translations/da/README.md b/translations/da/README.md index a69d5752..9a4f6519 100644 --- a/translations/da/README.md +++ b/translations/da/README.md @@ -1,31 +1,31 @@ -# Generativ AI for Begyndere - Java Edition +# Generativ AI for begyndere - Java-udgave [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generativ AI for Begyndere - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.da.png) +![Generativ AI for begyndere - Java-udgave](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.da.png) -**Tidsforbrug**: Hele workshoppen kan gennemføres online uden lokal opsætning. Miljøopsætningen tager 2 minutter, og udforskning af eksemplerne kræver 1-3 timer afhængigt af udforskningsdybden. +**Tidsforbrug**: Hele workshoppen kan gennemføres online uden lokal opsætning. Miljøopsætningen tager 2 minutter, og gennemgang af eksemplerne kræver 1-3 timer afhængigt af udforskningsdybde. > **Hurtig start** 1. Fork dette repository til din GitHub-konto -2. Klik på **Code** → fanen **Codespaces** → **...** → **New with options...** -3. Brug standardindstillingerne – dette vælger udviklingscontaineren oprettet til dette kursus -4. Klik på **Create codespace** -5. Vent ca. 2 minutter på, at miljøet er klar -6. Gå direkte til [Det første eksempel](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +2. Klik **Code** → **Codespaces** fanen → **...** → **New with options...** +3. Brug standardindstillingerne – dette vil vælge udviklingscontaineren oprettet til dette kursus +4. Klik **Create codespace** +5. Vent ~2 minutter på, at miljøet er klar +6. Hop direkte til [→ Start Kapitel 2](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) > **Foretrækker du at klone lokalt?** > -> Dette repository inkluderer 50+ sprogoversættelser, hvilket øger downloadstørrelsen betydeligt. For at klone uden oversættelser, brug sparse checkout: +> Dette repository indeholder 50+ sprogoversættelser, hvilket øger downloadstørrelsen betydeligt. For at klone uden oversættelser, brug sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -33,104 +33,105 @@ CO_OP_TRANSLATOR_METADATA: > ``` > Dette giver dig alt, hvad du behøver for at gennemføre kurset med en meget hurtigere download. -## Multisprogunderstøttelse +## Understøttelse af flere sprog -### Understøttet via GitHub Action (Automatiseret & Altid Opdateret) +### Understøttet via GitHub Action (Automatiseret & altid opdateret) -[Arabisk](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarsk](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Kinesisk (Forenklet)](../zh/README.md) | [Kinesisk (Traditionelt, Hong Kong)](../hk/README.md) | [Kinesisk (Traditionelt, Macau)](../mo/README.md) | [Kinesisk (Traditionelt, Taiwan)](../tw/README.md) | [Kroatisk](../hr/README.md) | [Tjekkisk](../cs/README.md) | [Dansk](./README.md) | [Hollandsk](../nl/README.md) | [Estisk](../et/README.md) | [Finsk](../fi/README.md) | [Fransk](../fr/README.md) | [Tysk](../de/README.md) | [Græsk](../el/README.md) | [Hebraisk](../he/README.md) | [Hindi](../hi/README.md) | [Ungarsk](../hu/README.md) | [Indonesisk](../id/README.md) | [Italiensk](../it/README.md) | [Japansk](../ja/README.md) | [Kannada](../kn/README.md) | [Koreansk](../ko/README.md) | [Litauisk](../lt/README.md) | [Malayisk](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalesisk](../ne/README.md) | [Nigeriansk Pidgin](../pcm/README.md) | [Norsk](../no/README.md) | [Persisk (Farsi)](../fa/README.md) | [Polsk](../pl/README.md) | [Portugisisk (Brasilien)](../br/README.md) | [Portugisisk (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumænsk](../ro/README.md) | [Russisk](../ru/README.md) | [Serbisk (Cyrillisk)](../sr/README.md) | [Slovakisk](../sk/README.md) | [Slovensk](../sl/README.md) | [Spansk](../es/README.md) | [Swahili](../sw/README.md) | [Svensk](../sv/README.md) | [Tagalog (Filippinsk)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Tyrkisk](../tr/README.md) | [Ukrainsk](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesisk](../vi/README.md) +[Arabisk](../ar/README.md) | [Bengalsk](../bn/README.md) | [Bulgarsk](../bg/README.md) | [Burmesisk (Myanmar)](../my/README.md) | [Kinesisk (forenklet)](../zh/README.md) | [Kinesisk (traditionel, Hongkong)](../hk/README.md) | [Kinesisk (traditionel, Macau)](../mo/README.md) | [Kinesisk (traditionel, Taiwan)](../tw/README.md) | [Kroatisk](../hr/README.md) | [Tjekkisk](../cs/README.md) | [Dansk](./README.md) | [Hollandsk](../nl/README.md) | [Estisk](../et/README.md) | [Finsk](../fi/README.md) | [Fransk](../fr/README.md) | [Tysk](../de/README.md) | [Græsk](../el/README.md) | [Hebraisk](../he/README.md) | [Hindisk](../hi/README.md) | [Ungarsk](../hu/README.md) | [Indonesisk](../id/README.md) | [Italiensk](../it/README.md) | [Japansk](../ja/README.md) | [Kannada](../kn/README.md) | [Koreansk](../ko/README.md) | [Litauisk](../lt/README.md) | [Malaysisk](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalesisk](../ne/README.md) | [Nigeriansk Pidgin](../pcm/README.md) | [Norsk](../no/README.md) | [Persisk (Farsi)](../fa/README.md) | [Polsk](../pl/README.md) | [Portugisisk (Brasilien)](../br/README.md) | [Portugisisk (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumænsk](../ro/README.md) | [Russisk](../ru/README.md) | [Serbisk (kyrillisk)](../sr/README.md) | [Slovakisk](../sk/README.md) | [Slovensk](../sl/README.md) | [Spansk](../es/README.md) | [Swahili](../sw/README.md) | [Svensk](../sv/README.md) | [Tagalog (filippinsk)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Tyrkisk](../tr/README.md) | [Ukrainsk](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesisk](../vi/README.md) -## Kursusstruktur & Læringssti +## Kursusstruktur & læringsforløb ### **Kapitel 1: Introduktion til Generativ AI** -- **Kernebegreber**: Forståelse af store sprogmodeller, tokens, embeddings og AI-kapaciteter +- **Kernebegreber**: Forståelse af store sprogmodeller, tokens, embeddings og AI-funktioner - **Java AI-økosystem**: Oversigt over Spring AI og OpenAI SDK'er - **Model Context Protocol**: Introduktion til MCP og dets rolle i AI-agentkommunikation -- **Praktiske anvendelser**: Virkelige scenarier inklusive chatbots og indholdsgenerering +- **Praktiske anvendelser**: Virkelige scenarier, herunder chatbots og indholdsgenerering - **[→ Start Kapitel 1](./01-IntroToGenAI/README.md)** ### **Kapitel 2: Opsætning af udviklingsmiljø** -- **Multi-udbyder konfiguration**: Opsæt GitHub Models, Azure OpenAI og OpenAI Java SDK-integrationer -- **Spring Boot + Spring AI**: Bedste praksis for enterprise AI-applikationsudvikling -- **GitHub Models**: Gratis AI-modeladgang til prototyping og læring (ingen kreditkort krævet) +- **Multi-udbyderkonfiguration**: Opsæt GitHub Models, Azure OpenAI og OpenAI Java SDK-integrationer +- **Spring Boot + Spring AI**: Bedste praksis for udvikling af AI-applikationer til virksomheder +- **GitHub Models**: Gratis adgang til AI-modeller til prototyping og læring (ingen kreditkort nødvendig) - **Udviklingsværktøjer**: Docker-containere, VS Code og GitHub Codespaces-konfiguration - **[→ Start Kapitel 2](./02-SetupDevEnvironment/README.md)** -### **Kapitel 3: Kerne teknikker inden for generativ AI** -- **Prompt Engineering**: Teknikker til optimale AI-modelsvar -- **Embeddings & vektoroperationer**: Implementer semantisk søgning og lighedsmatchning -- **Retrieval-Augmented Generation (RAG)**: Kombiner AI med dine egne datakilder -- **Funktionskald**: Udvid AI-kapaciteter med brugerdefinerede værktøjer og plugins +### **Kapitel 3: Centrale teknikker inden for generativ AI** +- **Prompt engineering**: Teknikker til optimale AI-modelsvar +- **Embeddings & vektoroperationer**: Implementér semantisk søgning og lighedssammenligning +- **Retrieval-Augmented Generation (RAG)**: Kombinér AI med dine egne datakilder +- **Function calling**: Udvid AI's muligheder med brugerdefinerede værktøjer og plugins - **[→ Start Kapitel 3](./03-CoreGenerativeAITechniques/README.md)** ### **Kapitel 4: Praktiske anvendelser & projekter** - **Pet Story Generator** (`petstory/`): Kreativ indholdsgenerering med GitHub Models -- **Foundry Local Demo** (`foundrylocal/`): Lokal AI-modelintegration med OpenAI Java SDK +- **Foundry lokal demo** (`foundrylocal/`): Lokal AI-modelintegration med OpenAI Java SDK - **MCP Calculator Service** (`calculator/`): Grundlæggende Model Context Protocol-implementering med Spring AI - **[→ Start Kapitel 4](./04-PracticalSamples/README.md)** ### **Kapitel 5: Ansvarlig AI-udvikling** -- **GitHub Models sikkerhed**: Test indbyggede indholdsfiltreringer og sikkerhedsmekanismer (hårde blokeringer og bløde afvisninger) +- **GitHub Models sikkerhed**: Test indbygget indholdsfiltrering og sikkerhedsmekanismer (hårde blokeringer og bløde afvisninger) - **Ansvarlig AI-demo**: Praktisk eksempel, der viser, hvordan moderne AI-sikkerhedssystemer fungerer i praksis -- **Bedste praksis**: Vigtige retningslinjer for etisk AI-udvikling og implementering +- **Bedste praksis**: Vigtige retningslinjer for etisk AI-udvikling og -implementering - **[→ Start Kapitel 5](./05-ResponsibleGenAI/README.md)** ## Yderligere ressourcer ### LangChain -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j for begyndere](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js for begyndere](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agenter -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD for begyndere](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI for begyndere](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP for begyndere](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI-agenter for begyndere](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Generativ AI-serie -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +[![Generativ AI for begyndere](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generativ AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generativ AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generativ AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Kerne-læring -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### Grundlæggende kurser +[![ML for begyndere](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Datavidenskab for begyndere](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI for begyndere](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Cybersikkerhed for begyndere](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Webudvikling for begyndere](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + +[![IoT for begyndere](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR-udvikling for begyndere](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Copilot-serie -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot-serien +[![Copilot til AI-parprogrammering](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot til C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot-eventyr](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Få hjælp -Hvis du sidder fast eller har spørgsmål om at bygge AI-apps. Deltag sammen med andre lærende og erfarne udviklere i diskussioner om MCP. Det er et støttende fællesskab, hvor spørgsmål er velkomne, og viden deles frit. +Hvis du går i stå eller har spørgsmål om at udvikle AI-apps, så slut dig til andre lærende og erfarne udviklere i diskussioner om MCP. Det er et støttende fællesskab, hvor spørgsmål er velkomne, og viden deles frit. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Hvis du har produktfeedback eller oplever fejl under udvikling, besøg: +Hvis du har produktfeedback eller støder på fejl under udviklingen, besøg: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry-udviklerforum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Ansvarsfraskrivelse**: -Dette dokument er blevet oversat ved hjælp af AI-oversættelsestjenesten [Co-op Translator](https://github.com/Azure/co-op-translator). Selvom vi bestræber os på nøjagtighed, bedes du være opmærksom på, at automatiserede oversættelser kan indeholde fejl eller unøjagtigheder. Det oprindelige dokument på dets modersmål bør betragtes som den autoritative kilde. For kritisk information anbefales professionel menneskelig oversættelse. Vi påtager os intet ansvar for misforståelser eller fejltolkninger, der opstår som følge af brugen af denne oversættelse. +Ansvarsfraskrivelse: +Dette dokument er blevet oversat ved hjælp af AI-oversættelsestjenesten Co-op Translator (https://github.com/Azure/co-op-translator). Selvom vi bestræber os på nøjagtighed, skal du være opmærksom på, at automatiske oversættelser kan indeholde fejl eller unøjagtigheder. Det oprindelige dokument på sit oprindelige sprog bør betragtes som den autoritative kilde. For kritisk information anbefales en professionel, menneskelig oversættelse. Vi påtager os intet ansvar for misforståelser eller fejltolkninger, der måtte opstå som følge af brugen af denne oversættelse. \ No newline at end of file diff --git a/translations/de/README.md b/translations/de/README.md index 352ca3de..fcd05ff3 100644 --- a/translations/de/README.md +++ b/translations/de/README.md @@ -1,81 +1,81 @@ -# Generative KI für Einsteiger - Java Edition +# Generative KI für Einsteiger - Java-Ausgabe [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative KI für Einsteiger - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.de.png) +![Generative KI für Einsteiger - Java-Ausgabe](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.de.png) -**Zeitaufwand**: Der gesamte Workshop kann online ohne lokale Einrichtung abgeschlossen werden. Die Einrichtung der Umgebung dauert 2 Minuten, das Erkunden der Beispiele erfordert je nach Tiefe 1-3 Stunden. +**Zeitaufwand**: Der gesamte Workshop kann online ohne lokale Einrichtung abgeschlossen werden. Die Einrichtung der Umgebung dauert 2 Minuten, das Durchprobieren der Beispiele erfordert je nach Tiefe 1–3 Stunden. > **Schnellstart** 1. Forke dieses Repository in dein GitHub-Konto -2. Klicke auf **Code** → **Codespaces** Tab → **...** → **Neu mit Optionen...** -3. Verwende die Standardwerte – dies wählt den für diesen Kurs erstellten Entwicklungscontainer aus -4. Klicke auf **Codespace erstellen** -5. Warte ca. 2 Minuten, bis die Umgebung bereit ist -6. Springe direkt zu [Das erste Beispiel](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +2. Klicke **Code** → Tab **Codespaces** → **...** → **Neu mit Optionen...** +3. Verwende die Standardwerte – dadurch wird der für diesen Kurs erstellte Development-Container ausgewählt +4. Klicke **Create codespace** +5. Warte ~2 Minuten, bis die Umgebung bereit ist +6. Gehe direkt zu [Das erste Beispiel](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Lieber lokal klonen?** +> **Möchtest du lieber lokal klonen?** > -> Dieses Repository enthält über 50 Sprachübersetzungen, was die Downloadgröße erheblich erhöht. Um ohne Übersetzungen zu klonen, verwende Sparse Checkout: +> Dieses Repository enthält 50+ Sprachübersetzungen, was die Download-Größe erheblich erhöht. Um ohne Übersetzungen zu klonen, verwende Sparse Checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Dies gibt dir alles, was du für den Kurs brauchst, mit einem viel schnelleren Download. +> Dies gibt dir alles, was du benötigst, um den Kurs abzuschließen – mit deutlich schnellerem Download. ## Mehrsprachige Unterstützung -### Unterstützt über GitHub Action (Automatisiert & Immer Aktuell) +### Unterstützt via GitHub Action (Automatisiert & immer aktuell) -[Arabisch](../ar/README.md) | [Bengalisch](../bn/README.md) | [Bulgarisch](../bg/README.md) | [Birmanisch (Myanmar)](../my/README.md) | [Chinesisch (Vereinfacht)](../zh/README.md) | [Chinesisch (Traditionell, Hongkong)](../hk/README.md) | [Chinesisch (Traditionell, Macau)](../mo/README.md) | [Chinesisch (Traditionell, Taiwan)](../tw/README.md) | [Kroatisch](../hr/README.md) | [Tschechisch](../cs/README.md) | [Dänisch](../da/README.md) | [Niederländisch](../nl/README.md) | [Estnisch](../et/README.md) | [Finnisch](../fi/README.md) | [Französisch](../fr/README.md) | [Deutsch](./README.md) | [Griechisch](../el/README.md) | [Hebräisch](../he/README.md) | [Hindi](../hi/README.md) | [Ungarisch](../hu/README.md) | [Indonesisch](../id/README.md) | [Italienisch](../it/README.md) | [Japanisch](../ja/README.md) | [Kannada](../kn/README.md) | [Koreanisch](../ko/README.md) | [Litauisch](../lt/README.md) | [Malaiisch](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalesisch](../ne/README.md) | [Nigerianisches Pidgin](../pcm/README.md) | [Norwegisch](../no/README.md) | [Persisch (Farsi)](../fa/README.md) | [Polnisch](../pl/README.md) | [Portugiesisch (Brasilien)](../br/README.md) | [Portugiesisch (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumänisch](../ro/README.md) | [Russisch](../ru/README.md) | [Serbisch (Kyrillisch)](../sr/README.md) | [Slowakisch](../sk/README.md) | [Slowenisch](../sl/README.md) | [Spanisch](../es/README.md) | [Suaheli](../sw/README.md) | [Schwedisch](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thailändisch](../th/README.md) | [Türkisch](../tr/README.md) | [Ukrainisch](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesisch](../vi/README.md) +[Arabisch](../ar/README.md) | [Bengalisch](../bn/README.md) | [Bulgarisch](../bg/README.md) | [Burmesisch (Myanmar)](../my/README.md) | [Chinesisch (Vereinfacht)](../zh/README.md) | [Chinesisch (Traditionell, Hongkong)](../hk/README.md) | [Chinesisch (Traditionell, Macau)](../mo/README.md) | [Chinesisch (Traditionell, Taiwan)](../tw/README.md) | [Kroatisch](../hr/README.md) | [Tschechisch](../cs/README.md) | [Dänisch](../da/README.md) | [Niederländisch](../nl/README.md) | [Estnisch](../et/README.md) | [Finnisch](../fi/README.md) | [Französisch](../fr/README.md) | [Deutsch](./README.md) | [Griechisch](../el/README.md) | [Hebräisch](../he/README.md) | [Hindi](../hi/README.md) | [Ungarisch](../hu/README.md) | [Indonesisch](../id/README.md) | [Italienisch](../it/README.md) | [Japanisch](../ja/README.md) | [Kannada](../kn/README.md) | [Koreanisch](../ko/README.md) | [Litauisch](../lt/README.md) | [Malaiisch](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalesisch](../ne/README.md) | [Nigerianisches Pidgin](../pcm/README.md) | [Norwegisch](../no/README.md) | [Persisch (Farsi)](../fa/README.md) | [Polnisch](../pl/README.md) | [Portugiesisch (Brasilien)](../br/README.md) | [Portugiesisch (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumänisch](../ro/README.md) | [Russisch](../ru/README.md) | [Serbisch (Kyrillisch)](../sr/README.md) | [Slowakisch](../sk/README.md) | [Slowenisch](../sl/README.md) | [Spanisch](../es/README.md) | [Suaheli](../sw/README.md) | [Schwedisch](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thailändisch](../th/README.md) | [Türkisch](../tr/README.md) | [Ukrainisch](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesisch](../vi/README.md) ## Kursstruktur & Lernpfad ### **Kapitel 1: Einführung in Generative KI** -- **Kernkonzepte**: Verständnis von großen Sprachmodellen, Tokens, Einbettungen und KI-Fähigkeiten -- **Java KI-Ökosystem**: Überblick über Spring AI und OpenAI SDKs -- **Model Context Protocol**: Einführung in MCP und seine Rolle in der KI-Agenten-Kommunikation +- **Kernkonzepte**: Verständnis von Großen Sprachmodellen, Tokens, Embeddings und KI-Fähigkeiten +- **Java KI-Ökosystem**: Übersicht über Spring AI und OpenAI SDKs +- **Model Context Protocol**: Einführung in MCP und seine Rolle in der Kommunikation von KI-Agenten - **Praktische Anwendungen**: Anwendungsfälle aus der Praxis, einschließlich Chatbots und Inhaltserstellung -- **[→ Starte Kapitel 1](./01-IntroToGenAI/README.md)** +- **[→ Kapitel 1 starten](./01-IntroToGenAI/README.md)** ### **Kapitel 2: Einrichtung der Entwicklungsumgebung** - **Multi-Provider-Konfiguration**: Einrichtung von GitHub Models, Azure OpenAI und OpenAI Java SDK-Integrationen -- **Spring Boot + Spring AI**: Best Practices für die Entwicklung von Unternehmens-KI-Anwendungen +- **Spring Boot + Spring AI**: Best Practices für die Entwicklung von KI-Unternehmensanwendungen - **GitHub Models**: Kostenloser KI-Modellzugang für Prototyping und Lernen (keine Kreditkarte erforderlich) -- **Entwicklungstools**: Docker-Container, VS Code und GitHub Codespaces Konfiguration -- **[→ Starte Kapitel 2](./02-SetupDevEnvironment/README.md)** +- **Entwicklungstools**: Docker-Container, VS Code und Konfiguration von GitHub Codespaces +- **[→ Kapitel 2 starten](./02-SetupDevEnvironment/README.md)** -### **Kapitel 3: Kerntechniken der Generativen KI** -- **Prompt Engineering**: Techniken für optimale KI-Modellantworten -- **Einbettungen & Vektoroperationen**: Implementierung von semantischer Suche und Ähnlichkeitsabgleich -- **Retrieval-Augmented Generation (RAG)**: Kombination von KI mit eigenen Datenquellen -- **Funktionsaufrufe**: Erweiterung der KI-Fähigkeiten mit benutzerdefinierten Tools und Plugins -- **[→ Starte Kapitel 3](./03-CoreGenerativeAITechniques/README.md)** +### **Kapitel 3: Zentrale Techniken der Generativen KI** +- **Prompt-Engineering**: Techniken für optimale KI-Modell-Antworten +- **Embeddings & Vektoroperationen**: Semantische Suche und Ähnlichkeitsabgleich implementieren +- **Retrieval-Augmented Generation (RAG)**: KI mit eigenen Datenquellen kombinieren +- **Function Calling**: KI-Fähigkeiten mit benutzerdefinierten Tools und Plugins erweitern +- **[→ Kapitel 3 starten](./03-CoreGenerativeAITechniques/README.md)** ### **Kapitel 4: Praktische Anwendungen & Projekte** - **Pet Story Generator** (`petstory/`): Kreative Inhaltserstellung mit GitHub Models -- **Foundry Local Demo** (`foundrylocal/`): Lokale KI-Modellintegration mit OpenAI Java SDK -- **MCP Calculator Service** (`calculator/`): Grundlegende Model Context Protocol-Implementierung mit Spring AI -- **[→ Starte Kapitel 4](./04-PracticalSamples/README.md)** +- **Foundry Local Demo** (`foundrylocal/`): Lokale Integration von KI-Modellen mit dem OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Einfache Implementierung des Model Context Protocol mit Spring AI +- **[→ Kapitel 4 starten](./04-PracticalSamples/README.md)** ### **Kapitel 5: Verantwortungsvolle KI-Entwicklung** -- **GitHub Models Sicherheit**: Testen der integrierten Inhaltsfilterung und Sicherheitsmechanismen (harte Blockaden und weiche Ablehnungen) -- **Responsible AI Demo**: Praxisbeispiel, das zeigt, wie moderne KI-Sicherheitssysteme funktionieren -- **Best Practices**: Wesentliche Richtlinien für ethische KI-Entwicklung und -Bereitstellung -- **[→ Starte Kapitel 5](./05-ResponsibleGenAI/README.md)** +- **Sicherheit von GitHub Models**: Eingebaute Inhaltsfilter und Sicherheitsmechanismen testen (harte Sperren und weiche Ablehnungen) +- **Responsible AI Demo**: Praxisbeispiel, das zeigt, wie moderne KI-Sicherheitssysteme in der Praxis funktionieren +- **Best Practices**: Wichtige Richtlinien für ethische KI-Entwicklung und -Bereitstellung +- **[→ Kapitel 5 starten](./05-ResponsibleGenAI/README.md)** ## Zusätzliche Ressourcen @@ -86,15 +86,15 @@ CO_OP_TRANSLATOR_METADATA: --- -### Azure / Edge / MCP / Agents +### Azure / Edge / MCP / Agenten [![AZD für Einsteiger](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge KI für Einsteiger](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI für Einsteiger](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP für Einsteiger](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) [![KI-Agenten für Einsteiger](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Generative KI Serie +### Generative KI-Serie [![Generative KI für Einsteiger](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative KI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative KI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -102,14 +102,14 @@ CO_OP_TRANSLATOR_METADATA: --- -### Kernlernen +### Kernressourcen [![ML für Einsteiger](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Datenwissenschaft für Einsteiger](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science für Einsteiger](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![KI für Einsteiger](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersicherheit für Einsteiger](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Webentwicklung für Einsteiger](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT für Anfänger](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR-Entwicklung für Anfänger](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Web-Entwicklung für Einsteiger](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT für Einsteiger](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR-Entwicklung für Einsteiger](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- @@ -119,19 +119,19 @@ CO_OP_TRANSLATOR_METADATA: [![Copilot-Abenteuer](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Hilfe erhalten +## Hilfe -Wenn Sie nicht weiterkommen oder Fragen zum Erstellen von KI-Anwendungen haben, schließen Sie sich anderen Lernenden und erfahrenen Entwicklern in Diskussionen über MCP an. Es ist eine unterstützende Gemeinschaft, in der Fragen willkommen sind und Wissen frei geteilt wird. +Wenn Sie nicht weiterkommen oder Fragen zum Erstellen von KI-Apps haben, schließen Sie sich anderen Lernenden und erfahrenen Entwicklern in Diskussionen über MCP an. Es ist eine unterstützende Community, in der Fragen willkommen sind und Wissen frei geteilt wird. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Wenn Sie Produktfeedback oder Fehler beim Erstellen haben, besuchen Sie: +Wenn Sie Produktfeedback haben oder beim Erstellen auf Fehler stoßen, besuchen Sie: [![Microsoft Foundry Entwicklerforum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Haftungsausschluss**: -Dieses Dokument wurde mit dem KI-Übersetzungsdienst [Co-op Translator](https://github.com/Azure/co-op-translator) übersetzt. Obwohl wir uns um Genauigkeit bemühen, beachten Sie bitte, dass automatisierte Übersetzungen Fehler oder Ungenauigkeiten enthalten können. Das Originaldokument in seiner Ursprungssprache ist als maßgebliche Quelle zu betrachten. Für wichtige Informationen wird eine professionelle menschliche Übersetzung empfohlen. Wir übernehmen keine Haftung für Missverständnisse oder Fehlinterpretationen, die aus der Nutzung dieser Übersetzung entstehen. +**Haftungsausschluss**: +Dieses Dokument wurde mithilfe des KI-Übersetzungsdienstes [Co-op Translator](https://github.com/Azure/co-op-translator) übersetzt. Obwohl wir uns um Genauigkeit bemühen, beachten Sie bitte, dass automatisierte Übersetzungen Fehler oder Ungenauigkeiten enthalten können. Das Originaldokument in seiner Ausgangssprache ist als maßgebliche Quelle zu betrachten. Für kritische Informationen wird eine professionelle menschliche Übersetzung empfohlen. Wir übernehmen keine Haftung für Missverständnisse oder Fehlinterpretationen, die durch die Verwendung dieser Übersetzung entstehen. \ No newline at end of file diff --git a/translations/el/README.md b/translations/el/README.md index 3b4b2754..f6b73aa8 100644 --- a/translations/el/README.md +++ b/translations/el/README.md @@ -1,37 +1,37 @@ -# Γεννητική Τεχνητή Νοημοσύνη για Αρχάριους - Έκδοση Java -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# Γενετικό AI για Αρχάριους - Έκδοση Java +[![Discord του Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Γεννητική Τεχνητή Νοημοσύνη για Αρχάριους - Έκδοση Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.el.png) +![Γενετικό AI για Αρχάριους - Έκδοση Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.el.png) -**Δέσμευση Χρόνου**: Το ολόκληρο εργαστήριο μπορεί να ολοκληρωθεί διαδικτυακά χωρίς τοπική εγκατάσταση. Η ρύθμιση του περιβάλλοντος διαρκεί 2 λεπτά, ενώ η εξερεύνηση των δειγμάτων απαιτεί 1-3 ώρες ανάλογα με το βάθος της εξερεύνησης. +**Δέσμευση Χρόνου**: Το σεμινάριο μπορεί να ολοκληρωθεί εξολοκλήρου διαδικτυακά χωρίς τοπική εγκατάσταση. Η ρύθμιση του περιβάλλοντος διαρκεί 2 λεπτά, με την εξερεύνηση των δειγμάτων να απαιτεί 1-3 ώρες ανάλογα με το βάθος της εξερεύνησης. > **Γρήγορη Εκκίνηση** -1. Κάντε fork αυτό το αποθετήριο στον λογαριασμό σας στο GitHub -2. Κάντε κλικ στο **Code** → καρτέλα **Codespaces** → **...** → **New with options...** +1. Fork αυτό το αποθετήριο στον λογαριασμό σας στο GitHub +2. Κάντε κλικ **Code** → καρτέλα **Codespaces** → **...** → **New with options...** 3. Χρησιμοποιήστε τις προεπιλογές – αυτό θα επιλέξει το Development container που δημιουργήθηκε για αυτό το μάθημα -4. Κάντε κλικ στο **Create codespace** -5. Περιμένετε ~2 λεπτά για να είναι έτοιμο το περιβάλλον -6. Πηγαίνετε απευθείας στο [Το πρώτο παράδειγμα](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +4. Κάντε κλικ **Create codespace** +5. Περιμένετε περίπου 2 λεπτά μέχρι να είναι έτοιμο το περιβάλλον +6. Πηγαίνετε απευθείας στο [→ Ξεκινήστε το Κεφάλαιο 1](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Προτιμάτε να κάνετε Clone τοπικά;** +> **Προτιμάτε να Κλωνοποιήσετε Τοπικά;** > -> Αυτό το αποθετήριο περιλαμβάνει πάνω από 50 μεταφράσεις γλωσσών που αυξάνουν σημαντικά το μέγεθος λήψης. Για να κάνετε clone χωρίς τις μεταφράσεις, χρησιμοποιήστε sparse checkout: +> Αυτό το αποθετήριο περιλαμβάνει 50+ μεταφράσεις γλωσσών που αυξάνουν σημαντικά το μέγεθος λήψης. Για να κλωνοποιήσετε χωρίς μεταφράσεις, χρησιμοποιήστε sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Αυτό σας δίνει όλα όσα χρειάζεστε για να ολοκληρώσετε το μάθημα με πολύ πιο γρήγορη λήψη. +> Αυτό σας δίνει ό,τι χρειάζεστε για να ολοκληρώσετε το μάθημα με πολύ πιο γρήγορη λήψη. ## Υποστήριξη Πολλών Γλωσσών @@ -39,45 +39,45 @@ CO_OP_TRANSLATOR_METADATA: ### Υποστηρίζεται μέσω GitHub Action (Αυτοματοποιημένο & Πάντα Ενημερωμένο) -[Αραβικά](../ar/README.md) | [Μπενγκάλι](../bn/README.md) | [Βουλγαρικά](../bg/README.md) | [Βιρμανικά (Μιανμάρ)](../my/README.md) | [Κινέζικα (Απλοποιημένα)](../zh/README.md) | [Κινέζικα (Παραδοσιακά, Χονγκ Κονγκ)](../hk/README.md) | [Κινέζικα (Παραδοσιακά, Μακάο)](../mo/README.md) | [Κινέζικα (Παραδοσιακά, Ταϊβάν)](../tw/README.md) | [Κροατικά](../hr/README.md) | [Τσέχικα](../cs/README.md) | [Δανέζικα](../da/README.md) | [Ολλανδικά](../nl/README.md) | [Εσθονικά](../et/README.md) | [Φινλανδικά](../fi/README.md) | [Γαλλικά](../fr/README.md) | [Γερμανικά](../de/README.md) | [Ελληνικά](./README.md) | [Εβραϊκά](../he/README.md) | [Χίντι](../hi/README.md) | [Ουγγρικά](../hu/README.md) | [Ινδονησιακά](../id/README.md) | [Ιταλικά](../it/README.md) | [Ιαπωνικά](../ja/README.md) | [Κανάντα](../kn/README.md) | [Κορεατικά](../ko/README.md) | [Λιθουανικά](../lt/README.md) | [Μαλαϊκά](../ms/README.md) | [Μαλαγιαλάμ](../ml/README.md) | [Μαράθι](../mr/README.md) | [Νεπάλι](../ne/README.md) | [Νιγηριανή Πίτζιν](../pcm/README.md) | [Νορβηγικά](../no/README.md) | [Περσικά (Φαρσί)](../fa/README.md) | [Πολωνικά](../pl/README.md) | [Πορτογαλικά (Βραζιλία)](../br/README.md) | [Πορτογαλικά (Πορτογαλία)](../pt/README.md) | [Πουντζάμπι (Γκουρμούκι)](../pa/README.md) | [Ρουμανικά](../ro/README.md) | [Ρωσικά](../ru/README.md) | [Σερβικά (Κυριλλικά)](../sr/README.md) | [Σλοβακικά](../sk/README.md) | [Σλοβενικά](../sl/README.md) | [Ισπανικά](../es/README.md) | [Σουαχίλι](../sw/README.md) | [Σουηδικά](../sv/README.md) | [Ταγκάλογκ (Φιλιππινέζικα)](../tl/README.md) | [Ταμίλ](../ta/README.md) | [Τελούγκου](../te/README.md) | [Ταϊλανδικά](../th/README.md) | [Τουρκικά](../tr/README.md) | [Ουκρανικά](../uk/README.md) | [Ουρντού](../ur/README.md) | [Βιετναμέζικα](../vi/README.md) +[Αραβικά](../ar/README.md) | [Μπενγκάλι](../bn/README.md) | [Βουλγαρικά](../bg/README.md) | [Βιρμανικά (Μιανμάρ)](../my/README.md) | [Κινέζικα (Απλοποιημένα)](../zh/README.md) | [Κινέζικα (Παραδοσιακά, Χονγκ Κονγκ)](../hk/README.md) | [Κινέζικα (Παραδοσιακά, Μακάο)](../mo/README.md) | [Κινέζικα (Παραδοσιακά, Ταϊβάν)](../tw/README.md) | [Κροατικά](../hr/README.md) | [Τσέχικα](../cs/README.md) | [Δανικά](../da/README.md) | [Ολλανδικά](../nl/README.md) | [Εσθονικά](../et/README.md) | [Φινλανδικά](../fi/README.md) | [Γαλλικά](../fr/README.md) | [Γερμανικά](../de/README.md) | [Ελληνικά](./README.md) | [Εβραϊκά](../he/README.md) | [Χίντι](../hi/README.md) | [Ουγγρικά](../hu/README.md) | [Ινδονησιακά](../id/README.md) | [Ιταλικά](../it/README.md) | [Ιαπωνικά](../ja/README.md) | [Κανάντα](../kn/README.md) | [Κορεατικά](../ko/README.md) | [Λιθουανικά](../lt/README.md) | [Μαλαιικά](../ms/README.md) | [Μαλαγιαλάμ](../ml/README.md) | [Μαράθι](../mr/README.md) | [Νεπαλικά](../ne/README.md) | [Νιγηριανό Πίτγκιν](../pcm/README.md) | [Νορβηγικά](../no/README.md) | [Περσικά (Φαρσί)](../fa/README.md) | [Πολωνικά](../pl/README.md) | [Πορτογαλικά (Βραζιλίας)](../br/README.md) | [Πορτογαλικά (Πορτογαλίας)](../pt/README.md) | [Πουντζαμπί (Gurmukhi)](../pa/README.md) | [Ρουμανικά](../ro/README.md) | [Ρωσικά](../ru/README.md) | [Σερβικά (Κυριλλικά)](../sr/README.md) | [Σλοβάκικα](../sk/README.md) | [Σλοβενικά](../sl/README.md) | [Ισπανικά](../es/README.md) | [Σουαχίλι](../sw/README.md) | [Σουηδικά](../sv/README.md) | [Ταγκάλογκ (Φιλιππινέζικα)](../tl/README.md) | [Ταμίλ](../ta/README.md) | [Τελούγκου](../te/README.md) | [Ταϊλανδικά](../th/README.md) | [Τουρκικά](../tr/README.md) | [Ουκρανικά](../uk/README.md) | [Ουρντού](../ur/README.md) | [Βιετναμέζικα](../vi/README.md) -## Δομή Μαθήματος & Μονοπάτι Μάθησης +## Δομή Μαθήματος & Διαδρομή Μάθησης -### **Κεφάλαιο 1: Εισαγωγή στη Γεννητική Τεχνητή Νοημοσύνη** -- **Βασικές Έννοιες**: Κατανόηση Μεγάλων Γλωσσικών Μοντέλων, tokens, embeddings και δυνατοτήτων AI -- **Οικοσύστημα Java AI**: Επισκόπηση των Spring AI και OpenAI SDKs +### **Κεφάλαιο 1: Εισαγωγή στο Γενετικό AI** +- **Κύριες Έννοιες**: Κατανόηση Μεγάλων Γλωσσικών Μοντέλων, tokens, embeddings και δυνατοτήτων AI +- **Οικοσύστημα AI για Java**: Επισκόπηση του Spring AI και των OpenAI SDKs - **Πρωτόκολλο Πλαισίου Μοντέλου**: Εισαγωγή στο MCP και ο ρόλος του στην επικοινωνία πρακτόρων AI - **Πρακτικές Εφαρμογές**: Σενάρια πραγματικού κόσμου όπως chatbots και δημιουργία περιεχομένου - **[→ Ξεκινήστε το Κεφάλαιο 1](./01-IntroToGenAI/README.md)** ### **Κεφάλαιο 2: Ρύθμιση Περιβάλλοντος Ανάπτυξης** -- **Διαμόρφωση Πολλαπλών Παρόχων**: Ρύθμιση GitHub Models, Azure OpenAI και OpenAI Java SDK ενσωματώσεων -- **Spring Boot + Spring AI**: Καλές πρακτικές για ανάπτυξη επιχειρησιακών εφαρμογών AI -- **GitHub Models**: Δωρεάν πρόσβαση σε μοντέλα AI για πρωτοτυποποίηση και μάθηση (χωρίς κάρτα) +- **Διαμόρφωση Πολλαπλών Παρόχων**: Ρύθμιση GitHub Models, Azure OpenAI και ενσωματώσεων OpenAI Java SDK +- **Spring Boot + Spring AI**: Καλές πρακτικές για ανάπτυξη επιχειρηματικών εφαρμογών AI +- **GitHub Models**: Δωρεάν πρόσβαση σε μοντέλα AI για πρωτοτυποποίηση και μάθηση (δεν απαιτείται πιστωτική κάρτα) - **Εργαλεία Ανάπτυξης**: Docker containers, VS Code και ρύθμιση GitHub Codespaces - **[→ Ξεκινήστε το Κεφάλαιο 2](./02-SetupDevEnvironment/README.md)** -### **Κεφάλαιο 3: Βασικές Τεχνικές Γεννητικής Τεχνητής Νοημοσύνης** -- **Prompt Engineering**: Τεχνικές για βέλτιστες απαντήσεις μοντέλων AI -- **Embeddings & Λειτουργίες Διανυσμάτων**: Υλοποίηση σημασιολογικής αναζήτησης και αντιστοίχισης ομοιότητας -- **Retrieval-Augmented Generation (RAG)**: Συνδυασμός AI με δικές σας πηγές δεδομένων -- **Κλήση Συναρτήσεων**: Επέκταση δυνατοτήτων AI με προσαρμοσμένα εργαλεία και plugins +### **Κεφάλαιο 3: Βασικές Τεχνικές Γενετικού AI** +- **Σχεδίαση Προτροπών**: Τεχνικές για βέλτιστες απαντήσεις μοντέλων AI +- **Embeddings & Διανυσματικές Λειτουργίες**: Υλοποίηση σημασιολογικής αναζήτησης και αντιστοίχισης ομοιότητας +- **Retrieval-Augmented Generation (RAG)**: Συνδυάστε το AI με τις δικές σας πηγές δεδομένων +- **Κλήση Συναρτήσεων**: Επεκτείνετε τις δυνατότητες του AI με προσαρμοσμένα εργαλεία και πρόσθετα - **[→ Ξεκινήστε το Κεφάλαιο 3](./03-CoreGenerativeAITechniques/README.md)** ### **Κεφάλαιο 4: Πρακτικές Εφαρμογές & Έργα** -- **Γεννήτρια Ιστοριών Κατοικιδίων** (`petstory/`): Δημιουργική παραγωγή περιεχομένου με GitHub Models -- **Foundry Local Demo** (`foundrylocal/`): Τοπική ενσωμάτωση μοντέλου AI με OpenAI Java SDK -- **Υπηρεσία Υπολογιστή MCP** (`calculator/`): Βασική υλοποίηση Πρωτοκόλλου Πλαισίου Μοντέλου με Spring AI +- **Γεννήτρια Ιστοριών Κατοικίδιων** (`petstory/`): Δημιουργική παραγωγή περιεχομένου με GitHub Models +- **Τοπική Επίδειξη Foundry** (`foundrylocal/`): Τοπική ενσωμάτωση μοντέλου AI με OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Βασική υλοποίηση του Model Context Protocol με Spring AI - **[→ Ξεκινήστε το Κεφάλαιο 4](./04-PracticalSamples/README.md)** ### **Κεφάλαιο 5: Υπεύθυνη Ανάπτυξη AI** -- **Ασφάλεια GitHub Models**: Δοκιμή ενσωματωμένων μηχανισμών φιλτραρίσματος περιεχομένου και ασφάλειας (αυστηροί αποκλεισμοί και ήπιες απορρίψεις) -- **Demo Υπεύθυνης AI**: Πρακτικό παράδειγμα που δείχνει πώς λειτουργούν τα σύγχρονα συστήματα ασφάλειας AI -- **Καλές Πρακτικές**: Βασικές οδηγίες για ηθική ανάπτυξη και ανάπτυξη AI +- **Ασφάλεια GitHub Models**: Δοκιμάστε το ενσωματωμένο φιλτράρισμα περιεχομένου και τους μηχανισμούς ασφάλειας (αυστηρά μπλοκαρίσματα και μαλακές απορρίψεις) +- **Επίδειξη Υπεύθυνου AI**: Πρακτικό παράδειγμα που δείχνει πώς λειτουργούν τα σύγχρονα συστήματα ασφάλειας AI στην πράξη +- **Καλές Πρακτικές**: Βασικές οδηγίες για ηθική ανάπτυξη και υλοποίηση AI - **[→ Ξεκινήστε το Κεφάλαιο 5](./05-ResponsibleGenAI/README.md)** -## Επιπλέον Πόροι +## Πρόσθετοι Πόροι ### LangChain @@ -90,48 +90,49 @@ CO_OP_TRANSLATOR_METADATA: [![AZD για Αρχάριους](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI για Αρχάριους](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP για Αρχάριους](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Πράκτορες AI για Αρχάριους](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Πράκτορες για Αρχάριους](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Σειρά Γεννητικής AI -[![Γεννητική AI για Αρχάριους](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Γεννητική AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Γεννητική AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Γεννητική AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Σειρά Γενετικού AI +[![Γενετικό AI για Αρχάριους](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Γενετικό AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Γενετικό AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Γενετικό AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Βασική Μάθηση +### Βασικά Μαθήματα [![ML για Αρχάριους](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Επιστήμη Δεδομένων για Αρχάριους](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI για Αρχάριους](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Κυβερνοασφάλεια για Αρχάριους](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev για Αρχάριους](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![Ανάπτυξη Ιστού για Αρχάριους](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT για Αρχάριους](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![Ανάπτυξη XR για Αρχάριους](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Σειρά Copilot -[![Copilot για Προγραμματισμό με AI σε Ζευγάρι](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot για Συνεργατικό Προγραμματισμό με AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot για C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Περιπέτεια Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Λήψη Βοήθειας -Αν κολλήσετε ή έχετε οποιεσδήποτε ερωτήσεις σχετικά με την κατασκευή εφαρμογών AI. Ενταχθείτε σε άλλους μαθητές και έμπειρους προγραμματιστές σε συζητήσεις για το MCP. Είναι μια υποστηρικτική κοινότητα όπου οι ερωτήσεις είναι ευπρόσδεκτες και η γνώση μοιράζεται ελεύθερα. +Εάν κολλήσετε ή έχετε οποιεσδήποτε ερωτήσεις σχετικά με τη δημιουργία εφαρμογών AI. Συμμετάσχετε με άλλους μαθητές και έμπειρους προγραμματιστές σε συζητήσεις σχετικά με το MCP. Είναι μια υποστηρικτική κοινότητα όπου οι ερωτήσεις είναι ευπρόσδεκτες και η γνώση μοιράζεται ελεύθερα. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry στο Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Αν έχετε σχόλια για το προϊόν ή σφάλματα κατά την κατασκευή, επισκεφθείτε: +Εάν έχετε σχόλια για το προϊόν ή αντιμετωπίζετε σφάλματα κατά την ανάπτυξη, επισκεφτείτε: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Φόρουμ Προγραμματιστών Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Αποποίηση ευθυνών**: -Αυτό το έγγραφο έχει μεταφραστεί χρησιμοποιώντας την υπηρεσία αυτόματης μετάφρασης AI [Co-op Translator](https://github.com/Azure/co-op-translator). Παρόλο που επιδιώκουμε την ακρίβεια, παρακαλούμε να λάβετε υπόψη ότι οι αυτόματες μεταφράσεις ενδέχεται να περιέχουν λάθη ή ανακρίβειες. Το πρωτότυπο έγγραφο στη μητρική του γλώσσα πρέπει να θεωρείται η αυθεντική πηγή. Για κρίσιμες πληροφορίες, συνιστάται επαγγελματική ανθρώπινη μετάφραση. Δεν φέρουμε ευθύνη για τυχόν παρεξηγήσεις ή λανθασμένες ερμηνείες που προκύπτουν από τη χρήση αυτής της μετάφρασης. +Αποποίηση ευθυνών: +Το παρόν έγγραφο έχει μεταφραστεί με τη χρήση της υπηρεσίας αυτόματης μετάφρασης τεχνητής νοημοσύνης Co-op Translator (https://github.com/Azure/co-op-translator). Παρά τις προσπάθειές μας για ακρίβεια, παρακαλούμε να λάβετε υπόψη ότι οι αυτοματοποιημένες μεταφράσεις ενδέχεται να περιέχουν σφάλματα ή ανακρίβειες. Το αρχικό έγγραφο στη γλώσσα προέλευσής του πρέπει να θεωρείται η αυθεντική πηγή. Για κρίσιμες πληροφορίες συνιστάται επαγγελματική ανθρώπινη μετάφραση. Δεν ευθυνόμαστε για τυχόν παρερμηνείες ή λανθασμένες ερμηνείες που προκύπτουν από τη χρήση αυτής της μετάφρασης. \ No newline at end of file diff --git a/translations/en/README.md b/translations/en/README.md index 57c880dd..8365d737 100644 --- a/translations/en/README.md +++ b/translations/en/README.md @@ -1,8 +1,8 @@ **Disclaimer**: -This document has been translated using the AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator). While we strive for accuracy, please be aware that automated translations may contain errors or inaccuracies. The original document in its native language should be considered the authoritative source. For critical information, professional human translation is recommended. We are not liable for any misunderstandings or misinterpretations arising from the use of this translation. +This document has been translated using AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator). While we strive for accuracy, please be aware that automated translations may contain errors or inaccuracies. The original document in its native language should be considered the authoritative source. For critical information, professional human translation is recommended. We are not liable for any misunderstandings or misinterpretations arising from the use of this translation. \ No newline at end of file diff --git a/translations/es/README.md b/translations/es/README.md index 9eee5ecb..d9ccb446 100644 --- a/translations/es/README.md +++ b/translations/es/README.md @@ -1,137 +1,137 @@ # IA Generativa para Principiantes - Edición Java -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord de Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) ![IA Generativa para Principiantes - Edición Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.es.png) -**Compromiso de Tiempo**: El taller completo se puede realizar en línea sin configuración local. La configuración del entorno toma 2 minutos, y explorar los ejemplos requiere de 1 a 3 horas dependiendo de la profundidad de la exploración. +**Compromiso de tiempo**: Todo el taller se puede completar en línea sin necesidad de configuración local. La configuración del entorno tarda 2 minutos, y la exploración de los ejemplos requiere de 1-3 horas según la profundidad de la exploración. -> **Inicio Rápido** +> **Inicio rápido** -1. Haz un fork de este repositorio a tu cuenta de GitHub -2. Haz clic en **Code** → pestaña **Codespaces** → **...** → **Nuevo con opciones...** +1. Haz un fork de este repositorio en tu cuenta de GitHub +2. Haz clic en **Code** → pestaña **Codespaces** → **...** → **New with options...** 3. Usa los valores predeterminados – esto seleccionará el contenedor de desarrollo creado para este curso -4. Haz clic en **Crear codespace** -5. Espera ~2 minutos para que el entorno esté listo +4. Haz clic en **Create codespace** +5. Espera ~2 minutos a que el entorno esté listo 6. Ve directamente a [El primer ejemplo](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **¿Prefieres Clonar Localmente?** +> **¿Prefieres clonar localmente?** > -> Este repositorio incluye más de 50 traducciones de idiomas, lo que aumenta significativamente el tamaño de la descarga. Para clonar sin traducciones, usa sparse checkout: +> Este repositorio incluye más de 50 traducciones de idiomas, lo que aumenta significativamente el tamaño de la descarga. Para clonar sin las traducciones, usa sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Esto te da todo lo que necesitas para completar el curso con una descarga mucho más rápida. +> Esto te proporciona todo lo que necesitas para completar el curso con una descarga mucho más rápida. -## Soporte Multilingüe +## Soporte multilingüe -### Soportado mediante GitHub Action (Automatizado y Siempre Actualizado) +### Compatible mediante GitHub Action (Automatizado y siempre actualizado) -[Árabe](../ar/README.md) | [Bengalí](../bn/README.md) | [Búlgaro](../bg/README.md) | [Birmano (Myanmar)](../my/README.md) | [Chino (Simplificado)](../zh/README.md) | [Chino (Tradicional, Hong Kong)](../hk/README.md) | [Chino (Tradicional, Macao)](../mo/README.md) | [Chino (Tradicional, Taiwán)](../tw/README.md) | [Croata](../hr/README.md) | [Checo](../cs/README.md) | [Danés](../da/README.md) | [Holandés](../nl/README.md) | [Estonio](../et/README.md) | [Finlandés](../fi/README.md) | [Francés](../fr/README.md) | [Alemán](../de/README.md) | [Griego](../el/README.md) | [Hebreo](../he/README.md) | [Hindi](../hi/README.md) | [Húngaro](../hu/README.md) | [Indonesio](../id/README.md) | [Italiano](../it/README.md) | [Japonés](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malayo](../ms/README.md) | [Malayalam](../ml/README.md) | [Maratí](../mr/README.md) | [Nepalí](../ne/README.md) | [Pidgin Nigeriano](../pcm/README.md) | [Noruego](../no/README.md) | [Persa (Farsi)](../fa/README.md) | [Polaco](../pl/README.md) | [Portugués (Brasil)](../br/README.md) | [Portugués (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumano](../ro/README.md) | [Ruso](../ru/README.md) | [Serbio (Cirílico)](../sr/README.md) | [Eslovaco](../sk/README.md) | [Esloveno](../sl/README.md) | [Español](./README.md) | [Swahili](../sw/README.md) | [Sueco](../sv/README.md) | [Tagalo (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Tailandés](../th/README.md) | [Turco](../tr/README.md) | [Ucraniano](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) +[Árabe](../ar/README.md) | [Bengalí](../bn/README.md) | [Búlgaro](../bg/README.md) | [Birmano (Myanmar)](../my/README.md) | [Chino (Simplificado)](../zh/README.md) | [Chino (Tradicional, Hong Kong)](../hk/README.md) | [Chino (Tradicional, Macao)](../mo/README.md) | [Chino (Tradicional, Taiwán)](../tw/README.md) | [Croata](../hr/README.md) | [Checo](../cs/README.md) | [Danés](../da/README.md) | [Neerlandés](../nl/README.md) | [Estonio](../et/README.md) | [Finés](../fi/README.md) | [Francés](../fr/README.md) | [Alemán](../de/README.md) | [Griego](../el/README.md) | [Hebreo](../he/README.md) | [Hindi](../hi/README.md) | [Húngaro](../hu/README.md) | [Indonesio](../id/README.md) | [Italiano](../it/README.md) | [Japonés](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malayo](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalí](../ne/README.md) | [Pidgin nigeriano](../pcm/README.md) | [Noruego](../no/README.md) | [Persa (Farsi)](../fa/README.md) | [Polaco](../pl/README.md) | [Portugués (Brasil)](../br/README.md) | [Portugués (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumano](../ro/README.md) | [Ruso](../ru/README.md) | [Serbio (cirílico)](../sr/README.md) | [Eslovaco](../sk/README.md) | [Esloveno](../sl/README.md) | [Español](./README.md) | [Swahili](../sw/README.md) | [Sueco](../sv/README.md) | [Tagalo (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Tailandés](../th/README.md) | [Turco](../tr/README.md) | [Ucraniano](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) -## Estructura del Curso y Ruta de Aprendizaje +## Estructura del curso y ruta de aprendizaje ### **Capítulo 1: Introducción a la IA Generativa** -- **Conceptos Básicos**: Comprender Modelos de Lenguaje Grandes, tokens, embeddings y capacidades de IA -- **Ecosistema de IA en Java**: Visión general de Spring AI y SDKs de OpenAI -- **Protocolo de Contexto de Modelo**: Introducción a MCP y su papel en la comunicación de agentes de IA -- **Aplicaciones Prácticas**: Escenarios del mundo real incluyendo chatbots y generación de contenido +- **Conceptos clave**: Comprender los Modelos de Lenguaje a gran escala, tokens, embeddings y las capacidades de la IA +- **Ecosistema de IA en Java**: Visión general de Spring AI y los SDKs de OpenAI +- **Model Context Protocol**: Introducción a MCP y su papel en la comunicación entre agentes de IA +- **Aplicaciones prácticas**: Escenarios del mundo real, incluidos chatbots y generación de contenido - **[→ Comenzar Capítulo 1](./01-IntroToGenAI/README.md)** -### **Capítulo 2: Configuración del Entorno de Desarrollo** -- **Configuración Multi-Proveedor**: Configura GitHub Models, Azure OpenAI y OpenAI Java SDK -- **Spring Boot + Spring AI**: Mejores prácticas para desarrollo de aplicaciones empresariales de IA -- **GitHub Models**: Acceso gratuito a modelos de IA para prototipos y aprendizaje (no se requiere tarjeta de crédito) -- **Herramientas de Desarrollo**: Contenedores Docker, VS Code y configuración de GitHub Codespaces +### **Capítulo 2: Configuración del entorno de desarrollo** +- **Configuración multiproveedor**: Configura GitHub Models, Azure OpenAI e integraciones del SDK de OpenAI para Java +- **Spring Boot + Spring AI**: Mejores prácticas para el desarrollo de aplicaciones empresariales de IA +- **GitHub Models**: Acceso gratuito a modelos de IA para prototipado y aprendizaje (no se requiere tarjeta de crédito) +- **Herramientas de desarrollo**: Contenedores Docker, VS Code y configuración de GitHub Codespaces - **[→ Comenzar Capítulo 2](./02-SetupDevEnvironment/README.md)** -### **Capítulo 3: Técnicas Básicas de IA Generativa** -- **Ingeniería de Prompts**: Técnicas para respuestas óptimas de modelos de IA -- **Embeddings y Operaciones Vectoriales**: Implementa búsqueda semántica y coincidencia de similitud -- **Generación Aumentada por Recuperación (RAG)**: Combina IA con tus propias fuentes de datos -- **Llamadas a Funciones**: Extiende las capacidades de IA con herramientas y plugins personalizados +### **Capítulo 3: Técnicas centrales de IA Generativa** +- **Ingeniería de prompts**: Técnicas para respuestas óptimas de modelos de IA +- **Embeddings y operaciones vectoriales**: Implementa búsqueda semántica y emparejamiento por similitud +- **Retrieval-Augmented Generation (RAG)**: Combina la IA con tus propias fuentes de datos +- **Function Calling**: Amplía las capacidades de la IA con herramientas y complementos personalizados - **[→ Comenzar Capítulo 3](./03-CoreGenerativeAITechniques/README.md)** -### **Capítulo 4: Aplicaciones Prácticas y Proyectos** -- **Generador de Historias de Mascotas** (`petstory/`): Generación creativa de contenido con GitHub Models -- **Demo Local Foundry** (`foundrylocal/`): Integración local de modelos de IA con OpenAI Java SDK -- **Servicio Calculadora MCP** (`calculator/`): Implementación básica de Protocolo de Contexto de Modelo con Spring AI +### **Capítulo 4: Aplicaciones prácticas y proyectos** +- **Generador de historias de mascotas** (`petstory/`): Generación creativa de contenido con GitHub Models +- **Demostración local de Foundry** (`foundrylocal/`): Integración local de modelos de IA con el SDK de OpenAI para Java +- **Servicio calculadora MCP** (`calculator/`): Implementación básica de Model Context Protocol con Spring AI - **[→ Comenzar Capítulo 4](./04-PracticalSamples/README.md)** -### **Capítulo 5: Desarrollo Responsable de IA** -- **Seguridad en GitHub Models**: Prueba los filtros de contenido y mecanismos de seguridad integrados (bloqueos duros y rechazos suaves) -- **Demo de IA Responsable**: Ejemplo práctico que muestra cómo funcionan los sistemas modernos de seguridad en IA -- **Mejores Prácticas**: Directrices esenciales para el desarrollo y despliegue ético de IA +### **Capítulo 5: Desarrollo responsable de IA** +- **Seguridad en GitHub Models**: Prueba el filtrado de contenido integrado y los mecanismos de seguridad (bloqueos estrictos y rechazos suaves) +- **Demostración de IA responsable**: Ejemplo práctico que muestra cómo funcionan en la práctica los sistemas modernos de seguridad en IA +- **Mejores prácticas**: Directrices esenciales para el desarrollo y despliegue ético de IA - **[→ Comenzar Capítulo 5](./05-ResponsibleGenAI/README.md)** -## Recursos Adicionales +## Recursos adicionales ### LangChain -[![LangChain4j para Principiantes](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js para Principiantes](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j para principiantes](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js para principiantes](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agentes -[![AZD para Principiantes](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI para Principiantes](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP para Principiantes](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Agentes de IA para Principiantes](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD para principiantes](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI para principiantes](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP para principiantes](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Agentes de IA para principiantes](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Serie de IA Generativa -[![IA Generativa para Principiantes](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![IA Generativa para principiantes](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![IA Generativa (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![IA Generativa (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![IA Generativa (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Aprendizaje Básico -[![ML para Principiantes](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Ciencia de Datos para Principiantes](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![IA para Principiantes](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Ciberseguridad para Principiantes](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Desarrollo Web para Principiantes](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT para Principiantes](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![Desarrollo XR para Principiantes](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### Aprendizaje básico +[![ML para principiantes](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Ciencia de Datos para principiantes](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![IA para principiantes](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Ciberseguridad para principiantes](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Desarrollo web para principiantes](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT para principiantes](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Desarrollo XR para principiantes](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Serie Copilot -[![Copilot para Programación en Pareja con IA](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +### Serie de Copilot +[![Copilot para programación asistida por IA](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot para C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Aventura Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Aventura de Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Obtener Ayuda +## Obtener ayuda -Si te quedas atascado o tienes alguna pregunta sobre cómo crear aplicaciones de IA. Únete a otros aprendices y desarrolladores experimentados en discusiones sobre MCP. Es una comunidad de apoyo donde las preguntas son bienvenidas y el conocimiento se comparte libremente. +Si te quedas atascado o tienes alguna pregunta sobre cómo crear aplicaciones de IA. Únete a otros aprendices y desarrolladores experimentados en las discusiones sobre MCP. Es una comunidad de apoyo donde las preguntas son bienvenidas y el conocimiento se comparte libremente. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord de Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Si tienes comentarios sobre el producto o errores mientras construyes, visita: +Si tienes comentarios sobre el producto o encuentras errores mientras desarrollas, visita: -[![Foro de Desarrolladores Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Foro de desarrolladores de Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Aviso Legal**: -Este documento ha sido traducido utilizando el servicio de traducción automática [Co-op Translator](https://github.com/Azure/co-op-translator). Aunque nos esforzamos por la precisión, tenga en cuenta que las traducciones automáticas pueden contener errores o inexactitudes. El documento original en su idioma nativo debe considerarse la fuente autorizada. Para información crítica, se recomienda una traducción profesional realizada por humanos. No nos hacemos responsables de malentendidos o interpretaciones erróneas derivadas del uso de esta traducción. +Descargo de responsabilidad: +Este documento ha sido traducido mediante el servicio de traducción automática Co-op Translator (https://github.com/Azure/co-op-translator). Aunque nos esforzamos por la exactitud, tenga en cuenta que las traducciones automatizadas pueden contener errores o imprecisiones. El documento original en su idioma nativo debe considerarse la fuente autorizada. Para información crítica, se recomienda una traducción profesional realizada por una persona. No nos hacemos responsables de ningún malentendido o interpretación errónea que surja del uso de esta traducción. \ No newline at end of file diff --git a/translations/et/README.md b/translations/et/README.md index c8698bc7..96ead28c 100644 --- a/translations/et/README.md +++ b/translations/et/README.md @@ -1,8 +1,8 @@ -[Araabia](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgaaria](../bg/README.md) | [Birma (Myanmar)](../my/README.md) | [Hiina (lihtsustatud)](../zh/README.md) | [Hiina (traditsiooniline, Hongkong)](../hk/README.md) | [Hiina (traditsiooniline, Macau)](../mo/README.md) | [Hiina (traditsiooniline, Taiwan)](../tw/README.md) | [Horvaadi](../hr/README.md) | [Tšehhi](../cs/README.md) | [Taani](../da/README.md) | [Hollandi](../nl/README.md) | [Eesti](./README.md) | [Soome](../fi/README.md) | [Prantsuse](../fr/README.md) | [Saksa](../de/README.md) | [Kreeka](../el/README.md) | [Heebrea](../he/README.md) | [Hindi](../hi/README.md) | [Ungari](../hu/README.md) | [Indoneesia](../id/README.md) | [Itaalia](../it/README.md) | [Jaapani](../ja/README.md) | [Kannada](../kn/README.md) | [Korea](../ko/README.md) | [Leedu](../lt/README.md) | [Malai](../ms/README.md) | [Malajalami](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigeeria pidžin](../pcm/README.md) | [Norra](../no/README.md) | [Pärsia (Farsi)](../fa/README.md) | [Poola](../pl/README.md) | [Portugali (Brasiilia)](../br/README.md) | [Portugali (Portugal)](../pt/README.md) | [Pandžabi (Gurmukhi)](../pa/README.md) | [Rumeenia](../ro/README.md) | [Vene](../ru/README.md) | [Serbia (kirillitsa)](../sr/README.md) | [Slovaki](../sk/README.md) | [Sloveeni](../sl/README.md) | [Hispaania](../es/README.md) | [Suaheli](../sw/README.md) | [Rootsi](../sv/README.md) | [Tagalogi (Filipino)](../tl/README.md) | [Tamili](../ta/README.md) | [Telugu](../te/README.md) | [Tai](../th/README.md) | [Türgi](../tr/README.md) | [Ukraina](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnami](../vi/README.md) +[Araabia](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgaaria](../bg/README.md) | [Birma (Myanmar)](../my/README.md) | [Hiina (lihtsustatud)](../zh/README.md) | [Hiina (traditsiooniline, Hongkong)](../hk/README.md) | [Hiina (traditsiooniline, Macau)](../mo/README.md) | [Hiina (traditsiooniline, Taiwan)](../tw/README.md) | [Horvaatia](../hr/README.md) | [Tšehhi](../cs/README.md) | [Taani](../da/README.md) | [Hollandi](../nl/README.md) | [Eesti](./README.md) | [Soome](../fi/README.md) | [Prantsuse](../fr/README.md) | [Saksa](../de/README.md) | [Kreeka](../el/README.md) | [Heebrea](../he/README.md) | [Hindi](../hi/README.md) | [Ungari](../hu/README.md) | [Indoneesia](../id/README.md) | [Itaalia](../it/README.md) | [Jaapani](../ja/README.md) | [Kannada](../kn/README.md) | [Korea](../ko/README.md) | [Leedu](../lt/README.md) | [Malai](../ms/README.md) | [Malajalami](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigeeria pidžin](../pcm/README.md) | [Norra](../no/README.md) | [Pärsia (farsi)](../fa/README.md) | [Poola](../pl/README.md) | [Portugali (Brasiilia)](../br/README.md) | [Portugali (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumeenia](../ro/README.md) | [Vene](../ru/README.md) | [Serbia (kirillitsa)](../sr/README.md) | [Slovakkia](../sk/README.md) | [Sloveenia](../sl/README.md) | [Hispaania](../es/README.md) | [Svahili](../sw/README.md) | [Rootsi](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Tai](../th/README.md) | [Türgi](../tr/README.md) | [Ukraina](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnami](../vi/README.md) ## Kursuse struktuur ja õpitee ### **1. peatükk: Sissejuhatus generatiivsesse tehisintellekti** -- **Põhikontseptsioonid**: Suurte keelemudelite, tokenite, manuste ja tehisintellekti võimete mõistmine -- **Java AI ökosüsteem**: Ülevaade Spring AI ja OpenAI SDK-dest -- **Mudeli konteksti protokoll**: MCP tutvustus ja selle roll AI agentide suhtluses -- **Praktilised rakendused**: Reaalmaailma stsenaariumid, sealhulgas vestlusrobotid ja sisuloomine -- **[→ Alusta 1. peatükist](./01-IntroToGenAI/README.md)** +- **Põhikontseptsioonid**: Suurte keelemudelite, tokenite, embeddingute ja tehisintellekti võimete mõistmine +- **Java AI ökosüsteem**: Ülevaade Spring AI-st ja OpenAI SDK-dest +- **Mudeli konteksti protokoll**: Tutvustus MCP-le ja selle rollile AI agentide suhtluses +- **Praktilised rakendused**: Reaalsed stsenaariumid, sealhulgas vestlusrobotid ja sisu genereerimine +- **[→ Alusta 1. peatükki](./01-IntroToGenAI/README.md)** ### **2. peatükk: Arenduskeskkonna seadistamine** -- **Mitme pakkuja konfiguratsioon**: GitHubi mudelite, Azure OpenAI ja OpenAI Java SDK integratsioonide seadistamine +- **Mitme pakkuja konfiguratsioon**: Sea sisse GitHub Models, Azure OpenAI ja OpenAI Java SDK integratsioonid - **Spring Boot + Spring AI**: Parimad tavad ettevõtte AI rakenduste arendamiseks -- **GitHubi mudelid**: Tasuta AI mudelite ligipääs prototüüpimiseks ja õppimiseks (ilma krediitkaardita) -- **Arendustööriistad**: Docker konteinerid, VS Code ja GitHub Codespaces konfiguratsioon -- **[→ Alusta 2. peatükist](./02-SetupDevEnvironment/README.md)** +- **GitHub Models**: Tasuta AI mudelite juurdepääs prototüüpimiseks ja õppimiseks (ei nõuta krediitkaarti) +- **Arendustööriistad**: Docker-konteinerid, VS Code ja GitHub Codespacesi seadistus +- **[→ Alusta 2. peatükki](./02-SetupDevEnvironment/README.md)** ### **3. peatükk: Põhilised generatiivse AI tehnikad** -- **Promptide inseneriteadus**: Tehnikad AI mudelite optimaalseks vastamiseks -- **Manused ja vektoroperatsioonid**: Semantilise otsingu ja sarnasuse sobitamise rakendamine -- **Taastamisega täiustatud genereerimine (RAG)**: AI ühendamine oma andmeallikatega -- **Funktsioonikõned**: AI võimete laiendamine kohandatud tööriistade ja pistikprogrammidega -- **[→ Alusta 3. peatükist](./03-CoreGenerativeAITechniques/README.md)** +- **Prompti inseneritehnika**: Tehnikad optimaalse AI-mudeli vastuse loomiseks +- **Embeddingud & vektoroperatsioonid**: Rakenda semantiline otsing ja sarnasuse sobitamine +- **Retrieval-Augmented Generation (RAG)**: Ühenda AI oma andmeallikatega +- **Funktsioonikutsed**: Laienda AI võimeid kohandatud tööriistade ja pluginatega +- **[→ Alusta 3. peatükki](./03-CoreGenerativeAITechniques/README.md)** ### **4. peatükk: Praktilised rakendused ja projektid** -- **Lemmiklooma loo generaator** (`petstory/`): Loov sisuloomine GitHubi mudelitega -- **Foundry kohalik demo** (`foundrylocal/`): Kohalik AI mudeli integratsioon OpenAI Java SDK-ga -- **MCP kalkulaatori teenus** (`calculator/`): Mudeli konteksti protokolli põhiline rakendus Spring AI-ga -- **[→ Alusta 4. peatükist](./04-PracticalSamples/README.md)** +- **Lemmiku loo generaator** (`petstory/`): Loov sisu genereerimine GitHub Models abil +- **Foundry kohalik demo** (`foundrylocal/`): Kohalik AI-mudeli integratsioon OpenAI Java SDK-ga +- **MCP kalkulaatori teenus** (`calculator/`): Põhiline Model Context Protocoli rakendus Spring AI-ga +- **[→ Alusta 4. peatükki](./04-PracticalSamples/README.md)** -### **5. peatükk: Vastutustundlik AI arendus** -- **GitHubi mudelite turvalisus**: Sisseehitatud sisufiltri ja turvamehhanismide testimine (rasked blokeeringud ja pehmed keeldumised) +### **5. peatükk: Vastutustundlik AI-arendus** +- **GitHub Models turvalisus**: Testi sisseehitatud sisu filtreerimist ja turvamehhanisme (ranget blokeerimist ja pehmeid keeldumisi) - **Vastutustundliku AI demo**: Käed-külge näide, mis näitab, kuidas kaasaegsed AI turvasüsteemid praktikas toimivad -- **Parimad tavad**: Eetilise AI arenduse ja juurutamise olulised juhised -- **[→ Alusta 5. peatükist](./05-ResponsibleGenAI/README.md)** +- **Parimad tavad**: Olulised juhised eetiliseks AI arendamiseks ja kasutusele võtmiseks +- **[→ Alusta 5. peatükki](./05-ResponsibleGenAI/README.md)** ## Täiendavad ressursid @@ -89,7 +89,7 @@ CO_OP_TRANSLATOR_METADATA: [![AZD algajatele](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI algajatele](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP algajatele](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI agendid algajatele](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI agentid algajatele](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- @@ -102,35 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- ### Põhiõpe -[![ML algajatele](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Masinõpe algajatele](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Andmeteadus algajatele](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI algajatele](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Küberjulgeolek algajatele](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Veebiarendus algajatele](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT algajatele](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![XR arendus algajatele](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- - -### Copiloti sari -[![Copilot tehisintellekti paarisprogrammeerimiseks](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) + +### Copiloti seeria +[![Copilot AI paarprogrammeerimiseks](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot C#/.NET jaoks](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Copiloti seiklus](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Abi saamine +## Abi -Kui jääd hätta või sul on küsimusi tehisintellekti rakenduste loomise kohta, liitu teiste õppijate ja kogenud arendajatega MCP aruteludes. See on toetav kogukond, kus küsimused on teretulnud ja teadmisi jagatakse vabalt. +Kui jääd kinni või sul on küsimusi AI-rakenduste arendamise kohta. Liitu teiste õppijate ja kogenud arendajatega MCP-ga seotud aruteludes. See on toetav kogukond, kus küsimused on teretulnud ja teadmisi jagatakse vabalt. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Kui sul on toote tagasisidet või ehitamise ajal esineb vigu, külasta: +Kui sul on toote kohta tagasisidet või ehitamise ajal ilmnevaid vigu, külasta: [![Microsoft Foundry arendajate foorum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Vastutusest loobumine**: -See dokument on tõlgitud kasutades tehisintellektil põhinevat tõlketeenust [Co-op Translator](https://github.com/Azure/co-op-translator). Kuigi püüame tagada täpsust, palun arvestage, et automaatsed tõlked võivad sisaldada vigu või ebatäpsusi. Originaaldokument selle emakeeles tuleks pidada autoriteetseks allikaks. Olulise teabe puhul soovitatakse kasutada professionaalset inimtõlget. Me ei vastuta selle tõlke kasutamisest tulenevate arusaamatuste või valesti mõistmiste eest. +Vastutusest loobumine: +See dokument on tõlgitud tehisintellektil põhineva tõlketeenuse Co‑op Translator abil (https://github.com/Azure/co-op-translator). Kuigi me püüame tagada täpsuse, tuleb arvestada, et automatiseeritud tõlked võivad sisaldada vigu või ebatäpsusi. Originaaldokumenti selle emakeeles tuleks pidada autoriteetseks allikaks. Olulise teabe puhul soovitatakse kasutada professionaalset inimtõlget. Me ei vastuta ühegi arusaamatuse ega väärtõlgenduse eest, mis tuleneb selle tõlke kasutamisest. \ No newline at end of file diff --git a/translations/fa/README.md b/translations/fa/README.md index 0818357f..cd60fb19 100644 --- a/translations/fa/README.md +++ b/translations/fa/README.md @@ -1,80 +1,81 @@ -# هوش مصنوعی مولد برای مبتدیان - نسخه جاوا -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# هوش مولد برای مبتدیان - نسخه جاوا +[![دیسکورد Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![هوش مصنوعی مولد برای مبتدیان - نسخه جاوا](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.fa.png) +![هوش مولد برای مبتدیان - نسخه جاوا](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.fa.png) -**زمان مورد نیاز**: کل کارگاه به صورت آنلاین و بدون نیاز به راه‌اندازی محلی قابل انجام است. راه‌اندازی محیط ۲ دقیقه طول می‌کشد و بررسی نمونه‌ها بسته به عمق کاوش بین ۱ تا ۳ ساعت زمان می‌برد. +**زمان مورد نیاز**: کل کارگاه را می‌توان به‌صورت آنلاین و بدون راه‌اندازی محلی انجام داد. راه‌اندازی محیط ۲ دقیقه طول می‌کشد و بررسی نمونه‌ها بسته به عمق کاوش بین ۱ تا ۳ ساعت زمان می‌برد. -> **شروع سریع** +> **شروع سریع** -1. این مخزن را به حساب گیت‌هاب خود فورک کنید -2. روی **Code** کلیک کنید → تب **Codespaces** → **...** → **New with options...** -3. از تنظیمات پیش‌فرض استفاده کنید – این تنظیمات کانتینر توسعه ایجاد شده برای این دوره را انتخاب می‌کند +1. این مخزن را به حساب GitHub خود فورک کنید +2. روی **Code** → برگه **Codespaces** → **...** → **New with options...** کلیک کنید +3. از پیش‌فرض‌ها استفاده کنید – این کار کانتینری که برای این دوره ساخته شده را انتخاب می‌کند 4. روی **Create codespace** کلیک کنید 5. حدود ۲ دقیقه منتظر بمانید تا محیط آماده شود 6. مستقیماً به [اولین مثال](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) بروید -> **ترجیح می‌دهید به صورت محلی کلون کنید؟** +> **ترجیح می‌دهید محلی کلون کنید؟** > -> این مخزن شامل بیش از ۵۰ ترجمه زبانی است که حجم دانلود را به طور قابل توجهی افزایش می‌دهد. برای کلون کردن بدون ترجمه‌ها، از sparse checkout استفاده کنید: +> این مخزن شامل بیش از ۵۰ ترجمه زبانی است که به‌طور قابل‌توجهی اندازه دانلود را افزایش می‌دهد. برای کلون کردن بدون ترجمه‌ها، از sparse checkout استفاده کنید: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> این به شما همه چیز لازم برای تکمیل دوره را با دانلود بسیار سریع‌تر می‌دهد. +> این به شما همه چیز مورد نیاز برای تکمیل دوره را با دانلود بسیار سریع‌تر می‌دهد. + ## پشتیبانی چندزبانه ### پشتیبانی شده از طریق GitHub Action (خودکار و همیشه به‌روز) -[عربی](../ar/README.md) | [بنگالی](../bn/README.md) | [بلغاری](../bg/README.md) | [برمه‌ای (میانمار)](../my/README.md) | [چینی (ساده‌شده)](../zh/README.md) | [چینی (سنتی، هنگ‌کنگ)](../hk/README.md) | [چینی (سنتی، ماکائو)](../mo/README.md) | [چینی (سنتی، تایوان)](../tw/README.md) | [کرواتی](../hr/README.md) | [چکی](../cs/README.md) | [دانمارکی](../da/README.md) | [هلندی](../nl/README.md) | [استونیایی](../et/README.md) | [فنلاندی](../fi/README.md) | [فرانسوی](../fr/README.md) | [آلمانی](../de/README.md) | [یونانی](../el/README.md) | [عبری](../he/README.md) | [هندی](../hi/README.md) | [مجارستانی](../hu/README.md) | [اندونزیایی](../id/README.md) | [ایتالیایی](../it/README.md) | [ژاپنی](../ja/README.md) | [کانادا](../kn/README.md) | [کره‌ای](../ko/README.md) | [لیتوانیایی](../lt/README.md) | [مالایی](../ms/README.md) | [مالایالام](../ml/README.md) | [مراتی](../mr/README.md) | [نپالی](../ne/README.md) | [پیدجین نیجریه‌ای](../pcm/README.md) | [نروژی](../no/README.md) | [فارسی](./README.md) | [لهستانی](../pl/README.md) | [پرتغالی (برزیل)](../br/README.md) | [پرتغالی (پرتغال)](../pt/README.md) | [پنجابی (گورمخی)](../pa/README.md) | [رومانیایی](../ro/README.md) | [روسی](../ru/README.md) | [صربی (سیریلیک)](../sr/README.md) | [اسلواکی](../sk/README.md) | [اسلوونیایی](../sl/README.md) | [اسپانیایی](../es/README.md) | [سواحیلی](../sw/README.md) | [سوئدی](../sv/README.md) | [تاگالوگ (فیلیپینی)](../tl/README.md) | [تامیل](../ta/README.md) | [تلوگو](../te/README.md) | [تایلندی](../th/README.md) | [ترکی](../tr/README.md) | [اوکراینی](../uk/README.md) | [اردو](../ur/README.md) | [ویتنامی](../vi/README.md) +[عربی](../ar/README.md) | [بنگالی](../bn/README.md) | [بلغاری](../bg/README.md) | [برمه‌ای (میانمار)](../my/README.md) | [چینی (ساده‌شده)](../zh/README.md) | [چینی (سنتی، هنگ‌کنگ)](../hk/README.md) | [چینی (سنتی، ماکائو)](../mo/README.md) | [چینی (سنتی، تایوان)](../tw/README.md) | [کرواسی](../hr/README.md) | [چک](../cs/README.md) | [دانمارکی](../da/README.md) | [هلندی](../nl/README.md) | [استونیایی](../et/README.md) | [فنلاندی](../fi/README.md) | [فرانسوی](../fr/README.md) | [آلمانی](../de/README.md) | [یونانی](../el/README.md) | [عبری](../he/README.md) | [هندی](../hi/README.md) | [مجارستانی](../hu/README.md) | [اندونزیایی](../id/README.md) | [ایتالیایی](../it/README.md) | [ژاپنی](../ja/README.md) | [کانّادا](../kn/README.md) | [کره‌ای](../ko/README.md) | [لیتوانیایی](../lt/README.md) | [مالایی](../ms/README.md) | [مالایالام](../ml/README.md) | [مراتی](../mr/README.md) | [نپالی](../ne/README.md) | [پیدج نیجریه‌ای](../pcm/README.md) | [نروژی](../no/README.md) | [فارسی (Farsi)](./README.md) | [لهستانی](../pl/README.md) | [پرتغالی (برزیل)](../br/README.md) | [پرتغالی (پرتغال)](../pt/README.md) | [پنجابی (Gurmukhi)](../pa/README.md) | [رومانیایی](../ro/README.md) | [روسی](../ru/README.md) | [صربی (سیریلیک)](../sr/README.md) | [اسلواکی](../sk/README.md) | [اسلوونیایی](../sl/README.md) | [اسپانیایی](../es/README.md) | [سواحیلی](../sw/README.md) | [سوئدی](../sv/README.md) | [تاگالوگ (فیلیپینی)](../tl/README.md) | [تامیل](../ta/README.md) | [تلوگو](../te/README.md) | [تایلندی](../th/README.md) | [ترکی](../tr/README.md) | [اوکراینی](../uk/README.md) | [اردو](../ur/README.md) | [ویتنامی](../vi/README.md) ## ساختار دوره و مسیر یادگیری -### **فصل ۱: مقدمه‌ای بر هوش مصنوعی مولد** -- **مفاهیم اصلی**: درک مدل‌های زبان بزرگ، توکن‌ها، جاسازی‌ها و قابلیت‌های هوش مصنوعی -- **اکوسیستم هوش مصنوعی جاوا**: مرور کلی Spring AI و OpenAI SDKها -- **پروتکل زمینه مدل**: معرفی MCP و نقش آن در ارتباطات عامل‌های هوش مصنوعی -- **کاربردهای عملی**: سناریوهای دنیای واقعی شامل چت‌بات‌ها و تولید محتوا -- **[→ شروع فصل ۱](./01-IntroToGenAI/README.md)** +### **فصل 1: مقدمه‌ای بر هوش مولد** +- **مفاهیم اصلی**: درک مدل‌های بزرگ زبانی، توکن‌ها، امبدینگ‌ها و توانایی‌های هوش مصنوعی +- **اکوسیستم هوش مصنوعی جاوا**: مرور کلی بر Spring AI و SDKهای OpenAI +- **پروتکل بافت مدل**: معرفی MCP و نقش آن در ارتباطات عامل‌های هوش مصنوعی +- **کاربردهای عملی**: سناریوهای دنیای واقعی از جمله چت‌بات‌ها و تولید محتوا +- **[→ شروع فصل 1](./01-IntroToGenAI/README.md)** -### **فصل ۲: راه‌اندازی محیط توسعه** -- **پیکربندی چند ارائه‌دهنده**: راه‌اندازی GitHub Models، Azure OpenAI و ادغام‌های OpenAI Java SDK -- **Spring Boot + Spring AI**: بهترین شیوه‌ها برای توسعه برنامه‌های سازمانی هوش مصنوعی +### **فصل 2: راه‌اندازی محیط توسعه** +- **پیکربندی چند ارائه‌دهنده**: راه‌اندازی GitHub Models، Azure OpenAI و یکپارچه‌سازی‌های OpenAI Java SDK +- **Spring Boot + Spring AI**: بهترین شیوه‌ها برای توسعه برنامه‌های سازمانی مبتنی بر هوش مصنوعی - **GitHub Models**: دسترسی رایگان به مدل‌های هوش مصنوعی برای نمونه‌سازی و یادگیری (نیاز به کارت اعتباری ندارد) -- **ابزارهای توسعه**: کانتینرهای داکر، VS Code و پیکربندی GitHub Codespaces -- **[→ شروع فصل ۲](./02-SetupDevEnvironment/README.md)** - -### **فصل ۳: تکنیک‌های اصلی هوش مصنوعی مولد** -- **مهندسی پرامپت**: تکنیک‌هایی برای پاسخ‌های بهینه مدل هوش مصنوعی -- **جاسازی‌ها و عملیات برداری**: پیاده‌سازی جستجوی معنایی و تطبیق شباهت -- **تولید افزوده بازیابی (RAG)**: ترکیب هوش مصنوعی با منابع داده خودتان -- **فراخوانی تابع**: گسترش قابلیت‌های هوش مصنوعی با ابزارها و افزونه‌های سفارشی -- **[→ شروع فصل ۳](./03-CoreGenerativeAITechniques/README.md)** - -### **فصل ۴: کاربردهای عملی و پروژه‌ها** -- **تولید داستان حیوان خانگی** (`petstory/`): تولید محتوای خلاقانه با GitHub Models -- **دموی محلی Foundry** (`foundrylocal/`): ادغام مدل هوش مصنوعی محلی با OpenAI Java SDK -- **سرویس ماشین حساب MCP** (`calculator/`): پیاده‌سازی پایه پروتکل زمینه مدل با Spring AI -- **[→ شروع فصل ۴](./04-PracticalSamples/README.md)** - -### **فصل ۵: توسعه مسئولانه هوش مصنوعی** -- **ایمنی GitHub Models**: آزمایش فیلتر محتوا و مکانیزم‌های ایمنی داخلی (مسدودسازی سخت و رد نرم) -- **دموی هوش مصنوعی مسئولانه**: نمونه عملی نشان‌دهنده عملکرد سیستم‌های ایمنی مدرن هوش مصنوعی -- **بهترین شیوه‌ها**: راهنمایی‌های ضروری برای توسعه و استقرار اخلاقی هوش مصنوعی -- **[→ شروع فصل ۵](./05-ResponsibleGenAI/README.md)** +- **ابزارهای توسعه**: کانتینرهای Docker، VS Code و پیکربندی GitHub Codespaces +- **[→ شروع فصل 2](./02-SetupDevEnvironment/README.md)** + +### **فصل 3: تکنیک‌های اصلی هوش مولد** +- **مهندسی پرامپت**: تکنیک‌هایی برای دریافت پاسخ‌های بهینه از مدل‌های هوش مصنوعی +- **امبدینگ‌ها و عملیات برداری**: پیاده‌سازی جستجوی معنایی و تطبیق شباهت +- **تولید تقویت‌شده با بازیابی (RAG)**: ترکیب هوش مصنوعی با منابع داده‌ای خودتان +- **فراخوانی توابع**: گسترش توانایی‌های هوش مصنوعی با ابزارها و پلاگین‌های سفارشی +- **[→ شروع فصل 3](./03-CoreGenerativeAITechniques/README.md)** + +### **فصل 4: برنامه‌ها و پروژه‌های عملی** +- **تولیدکننده داستان حیوانات خانگی** (`petstory/`): تولید محتوای خلاقانه با GitHub Models +- **دموی محلی Foundry** (`foundrylocal/`): یکپارچه‌سازی مدل محلی با OpenAI Java SDK +- **سرویس ماشین‌حساب MCP** (`calculator/`): پیاده‌سازی پایه‌ای پروتکل بافت مدل با Spring AI +- **[→ شروع فصل 4](./04-PracticalSamples/README.md)** + +### **فصل 5: توسعه مسئولانه هوش مصنوعی** +- **ایمنی GitHub Models**: آزمایش فیلترینگ محتوای داخلی و مکانیزم‌های ایمنی (مسدودسازی سخت و امتناع نرم) +- **دموی هوش مصنوعی مسئولانه**: مثال عملی که نشان می‌دهد سیستم‌های ایمنی مدرن چگونه در عمل کار می‌کنند +- **بهترین شیوه‌ها**: دستورالعمل‌های ضروری برای توسعه و استقرار اخلاقی هوش مصنوعی +- **[→ شروع فصل 5](./05-ResponsibleGenAI/README.md)** ## منابع اضافی @@ -85,19 +86,19 @@ CO_OP_TRANSLATOR_METADATA: --- -### Azure / Edge / MCP / Agents +### Azure / Edge / MCP / عامل‌ها [![AZD برای مبتدیان](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI برای مبتدیان](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP برای مبتدیان](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![عامل‌های هوش مصنوعی برای مبتدیان](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![عامل‌های AI برای مبتدیان](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### سری هوش مصنوعی مولد -[![هوش مصنوعی مولد برای مبتدیان](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![هوش مصنوعی مولد (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![هوش مصنوعی مولد (جاوا)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![هوش مصنوعی مولد (جاوااسکریپت)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### مجموعه هوش مولد +[![هوش مولد برای مبتدیان](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![هوش مولد (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![هوش مولد (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![هوش مولد (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- @@ -107,30 +108,31 @@ CO_OP_TRANSLATOR_METADATA: [![هوش مصنوعی برای مبتدیان](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![امنیت سایبری برای مبتدیان](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![توسعه وب برای مبتدیان](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![اینترنت اشیاء برای مبتدیان](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![توسعه XR برای مبتدیان](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### سری کوپایلوت -[![کوپایلوت برای برنامه‌نویسی جفتی هوش مصنوعی](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![کوپایلوت برای C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![ماجراجویی کوپایلوت](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### مجموعه Copilot +[![Copilot برای برنامه‌نویسی جفتی با هوش مصنوعی](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot برای C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![ماجراجویی Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## دریافت کمک -اگر گیر کردید یا سوالی درباره ساخت برنامه‌های هوش مصنوعی دارید، به همراه دیگر یادگیرندگان و توسعه‌دهندگان باتجربه در بحث‌های MCP شرکت کنید. این یک جامعه حمایتی است که سوالات پذیرفته می‌شود و دانش به‌صورت آزاد به اشتراک گذاشته می‌شود. +اگر در ساخت برنامه‌های هوش مصنوعی به مشکل برخوردید یا سوالی داشتید، به بحث‌ها با دیگر یادگیرندگان و توسعه‌دهندگان باتجربه در مورد MCP بپیوندید. این یک جامعهٔ حمایت‌کننده است که در آن سوالات پذیرفته می‌شوند و دانش به‌صورت آزاد به اشتراک گذاشته می‌شود. [![دیسکورد Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -اگر بازخورد محصول یا خطاهایی هنگام ساخت دارید، به اینجا مراجعه کنید: +اگر هنگام ساخت بازخوردی دربارهٔ محصول یا خطا مشاهده کردید، به: [![انجمن توسعه‌دهندگان Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**سلب مسئولیت**: -این سند با استفاده از سرویس ترجمه هوش مصنوعی [Co-op Translator](https://github.com/Azure/co-op-translator) ترجمه شده است. در حالی که ما در تلاش برای دقت هستیم، لطفاً توجه داشته باشید که ترجمه‌های خودکار ممکن است حاوی خطاها یا نادرستی‌هایی باشند. سند اصلی به زبان بومی خود باید به عنوان منبع معتبر در نظر گرفته شود. برای اطلاعات حیاتی، ترجمه حرفه‌ای انسانی توصیه می‌شود. ما مسئول هیچ گونه سوءتفاهم یا تفسیر نادرستی که از استفاده این ترجمه ناشی شود، نیستیم. +سلب مسئولیت: +این سند با استفاده از سرویس ترجمهٔ هوش مصنوعی [Co-op Translator](https://github.com/Azure/co-op-translator) ترجمه شده است. در حالی که ما در تلاش برای دقت هستیم، لطفاً توجه داشته باشید که ترجمه‌های خودکار ممکن است شامل خطاها یا نادرستی‌هایی باشند. سند اصلی به زبان مبدأ باید به‌عنوان منبع معتبر در نظر گرفته شود. برای اطلاعات حیاتی، ترجمهٔ حرفه‌ای توسط مترجم انسانی توصیه می‌شود. ما در قبال هرگونه سوءتفاهم یا تفسیر نادرست ناشی از استفاده از این ترجمه مسئولیتی نداریم. \ No newline at end of file diff --git a/translations/fi/README.md b/translations/fi/README.md index 6fb7be49..f5252e50 100644 --- a/translations/fi/README.md +++ b/translations/fi/README.md @@ -1,137 +1,37 @@ -# Generatiivinen tekoäly aloittelijoille - Java-versio -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) - -![Generatiivinen tekoäly aloittelijoille - Java-versio](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.fi.png) - -**Aikavaatimukset**: Koko työpaja voidaan suorittaa verkossa ilman paikallista asennusta. Ympäristön asennus vie 2 minuuttia, ja esimerkkien tutkimiseen kuluu 1-3 tuntia riippuen tutkimisen syvyydestä. - -> **Pika-aloitus** - -1. Tee forkki tästä repositoriosta GitHub-tilillesi -2. Klikkaa **Code** → **Codespaces** -välilehti → **...** → **New with options...** -3. Käytä oletusasetuksia – tämä valitsee tämän kurssin kehityssäiliön -4. Klikkaa **Create codespace** -5. Odota noin 2 minuuttia, että ympäristö on valmis -6. Siirry suoraan kohtaan [Ensimmäinen esimerkki](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) - -> **Haluatko mieluummin kloonata paikallisesti?** -> -> Tämä repositorio sisältää yli 50 kielen käännöksiä, mikä kasvattaa merkittävästi latauskokoa. Jos haluat kloonata ilman käännöksiä, käytä sparse checkoutia: -> ```bash -> git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git -> cd Generative-AI-for-beginners-java -> git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' -> ``` -> Tämä antaa sinulle kaiken tarvittavan kurssin suorittamiseen paljon nopeammalla latauksella. - - -## Monikielinen tuki - -### Tuettu GitHub Actionin kautta (automaattinen ja aina ajan tasalla) - - -[Arabia](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgaria](../bg/README.md) | [Burma (Myanmar)](../my/README.md) | [Kiina (yksinkertaistettu)](../zh/README.md) | [Kiina (perinteinen, Hong Kong)](../hk/README.md) | [Kiina (perinteinen, Macao)](../mo/README.md) | [Kiina (perinteinen, Taiwan)](../tw/README.md) | [Kroatia](../hr/README.md) | [Tšekki](../cs/README.md) | [Tanska](../da/README.md) | [Hollanti](../nl/README.md) | [Viro](../et/README.md) | [Suomi](./README.md) | [Ranska](../fr/README.md) | [Saksa](../de/README.md) | [Kreikka](../el/README.md) | [Heprea](../he/README.md) | [Hindi](../hi/README.md) | [Unkari](../hu/README.md) | [Indonesia](../id/README.md) | [Italia](../it/README.md) | [Japani](../ja/README.md) | [Kannada](../kn/README.md) | [Korea](../ko/README.md) | [Liettua](../lt/README.md) | [Malaiji](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norja](../no/README.md) | [Persia (Farsi)](../fa/README.md) | [Puola](../pl/README.md) | [Portugali (Brasilia)](../br/README.md) | [Portugali (Portugali)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romania](../ro/README.md) | [Venäjä](../ru/README.md) | [Serbia (kyrillinen)](../sr/README.md) | [Slovakki](../sk/README.md) | [Sloveeni](../sl/README.md) | [Espanja](../es/README.md) | [Swahili](../sw/README.md) | [Ruotsi](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamili](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkki](../tr/README.md) | [Ukraina](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnam](../vi/README.md) - - -## Kurssin rakenne ja oppimispolku - -### **Luku 1: Johdatus generatiiviseen tekoälyyn** -- **Keskeiset käsitteet**: Suurten kielimallien, tokenien, upotusten ja tekoälyn kykyjen ymmärtäminen -- **Java AI -ekosysteemi**: Yleiskatsaus Spring AI:hin ja OpenAI SDK:hin -- **Mallin kontekstiprotokolla**: Johdatus MCP:hen ja sen rooliin tekoälyagenttien viestinnässä -- **Käytännön sovellukset**: Todelliset käyttötapaukset, kuten chatbotit ja sisällön generointi -- **[→ Aloita luku 1](./01-IntroToGenAI/README.md)** - -### **Luku 2: Kehitysympäristön asennus** -- **Monitoimittajakonfiguraatio**: GitHub-mallien, Azure OpenAI:n ja OpenAI Java SDK:n integrointi -- **Spring Boot + Spring AI**: Parhaat käytännöt yritystason tekoälysovellusten kehitykseen -- **GitHub-mallit**: Ilmainen tekoälymallien käyttö prototyyppien ja oppimisen tueksi (ei luottokorttia vaadita) -- **Kehitystyökalut**: Docker-kontit, VS Code ja GitHub Codespaces -asetukset -- **[→ Aloita luku 2](./02-SetupDevEnvironment/README.md)** -### **Luku 3: Keskeiset generatiivisen tekoälyn tekniikat** -- **Prompt-tekniikat**: Menetelmät optimaalisiin tekoälymallin vastauksiin -- **Upotukset ja vektoritoiminnot**: Semanttisen haun ja samankaltaisuuden toteutus -- **Hakuun perustuva generointi (RAG)**: Yhdistä tekoäly omiin tietolähteisiisi -- **Funktiokutsut**: Laajenna tekoälyn kykyjä omilla työkaluilla ja lisäosilla -- **[→ Aloita luku 3](./03-CoreGenerativeAITechniques/README.md)** - -### **Luku 4: Käytännön sovellukset ja projektit** -- **Lemmikkitarinageneraattori** (`petstory/`): Luova sisällön generointi GitHub-malleilla -- **Foundry Local Demo** (`foundrylocal/`): Paikallinen tekoälymallin integrointi OpenAI Java SDK:lla -- **MCP-laskinpalvelu** (`calculator/`): Perusmallin kontekstiprotokollan toteutus Spring AI:lla -- **[→ Aloita luku 4](./04-PracticalSamples/README.md)** - -### **Luku 5: Vastuullinen tekoälyn kehitys** -- **GitHub-mallien turvallisuus**: Testaa sisäänrakennetut sisällön suodatus- ja turvamekanismit (kovat esto ja pehmeät kieltäytymiset) -- **Vastuullisen tekoälyn demo**: Käytännön esimerkki siitä, miten nykyaikaiset tekoälyn turvajärjestelmät toimivat -- **Parhaat käytännöt**: Keskeiset ohjeet eettiseen tekoälyn kehitykseen ja käyttöönottoon -- **[→ Aloita luku 5](./05-ResponsibleGenAI/README.md)** - -## Lisäresurssit - - -### LangChain -[![LangChain4j aloittelijoille](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js aloittelijoille](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) - ---- - -### Azure / Edge / MCP / Agentit -[![AZD aloittelijoille](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI aloittelijoille](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP aloittelijoille](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI-agentit aloittelijoille](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) - ---- - -### Generatiivinen tekoäly -sarja -[![Generatiivinen tekoäly aloittelijoille](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generatiivinen tekoäly (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generatiivinen tekoäly (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generatiivinen tekoäly (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) - ---- - -### Perusoppiminen -[![ML aloittelijoille](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science aloittelijoille](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![Tekoäly aloittelijoille](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Kyberturvallisuus aloittelijoille](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web-kehitys aloittelijoille](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT aloittelijoille](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR-kehitys aloittelijoille](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot-sarja -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot AI-pariohjelmointiin](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot C#/.NET:lle](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot-seikkailu](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Apua saatavilla +## Hanki apua -Jos jäät jumiin tai sinulla on kysyttävää tekoälysovellusten rakentamisesta. Liity muiden oppijoiden ja kokeneiden kehittäjien keskusteluihin MCP:stä. Se on kannustava yhteisö, jossa kysymyksiä saa esittää ja tietoa jaetaan vapaasti. +Jos jumitut tai sinulla on kysyttävää tekoälysovellusten rakentamisesta. Liity muiden oppijoiden ja kokeneiden kehittäjien keskusteluihin MCP:stä. Se on kannustava yhteisö, jossa kysymyksiä saa esittää ja tietoa jaetaan vapaasti. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Jos sinulla on palautetta tuotteesta tai kohtaat virheitä rakentamisen aikana, käy: +Jos sinulla on tuotepalautetta tai havaitset virheitä rakentamisen aikana, käy: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry -kehittäjäfoorumi](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Vastuuvapauslauseke**: -Tämä asiakirja on käännetty käyttämällä tekoälypohjaista käännöspalvelua [Co-op Translator](https://github.com/Azure/co-op-translator). Pyrimme tarkkuuteen, mutta huomioithan, että automaattikäännöksissä saattaa esiintyä virheitä tai epätarkkuuksia. Alkuperäinen asiakirja sen alkuperäiskielellä on virallinen lähde. Tärkeissä asioissa suositellaan ammattimaista ihmiskäännöstä. Emme ole vastuussa tämän käännöksen käytöstä aiheutuvista väärinymmärryksistä tai tulkinnoista. +Vastuuvapauslauseke: +Tämä asiakirja on käännetty tekoälykäännöspalvelulla Co-op Translator (https://github.com/Azure/co-op-translator). Vaikka pyrimme tarkkuuteen, huomioithan, että automaattiset käännökset saattavat sisältää virheitä tai epätarkkuuksia. Alkuperäistä asiakirjaa sen alkuperäisellä kielellä tulee pitää virallisena lähteenä. Kriittisten tietojen osalta suositellaan ammattimaista ihmiskäännöstä. Emme ole vastuussa mahdollisista väärinymmärryksistä tai virhetulkinnoista, jotka johtuvat tämän käännöksen käytöstä. \ No newline at end of file diff --git a/translations/fr/README.md b/translations/fr/README.md index d6e75da4..11de2ec2 100644 --- a/translations/fr/README.md +++ b/translations/fr/README.md @@ -1,31 +1,31 @@ -# IA générative pour débutants - Édition Java +# IA générative pour débutants - édition Java [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![IA générative pour débutants - Édition Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.fr.png) +![IA générative pour débutants - édition Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.fr.png) -**Engagement en temps** : L’atelier complet peut être réalisé en ligne sans configuration locale. La mise en place de l’environnement prend 2 minutes, l’exploration des exemples nécessite 1 à 3 heures selon la profondeur d’exploration. +**Temps requis**: L'atelier complet peut être réalisé en ligne sans installation locale. La configuration de l'environnement prend 2 minutes, l'exploration des exemples nécessite 1 à 3 heures selon la profondeur d'exploration. > **Démarrage rapide** 1. Forkez ce dépôt sur votre compte GitHub 2. Cliquez sur **Code** → onglet **Codespaces** → **...** → **Nouveau avec options...** 3. Utilisez les paramètres par défaut – cela sélectionnera le conteneur de développement créé pour ce cours -4. Cliquez sur **Créer un codespace** -5. Attendez environ 2 minutes que l’environnement soit prêt -6. Passez directement à [Le premier exemple](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +4. Cliquez sur **Create codespace** +5. Attendez ~2 minutes que l'environnement soit prêt +6. Allez directement à [→ Commencer le Chapitre 1](./01-IntroToGenAI/README.md#step-2-create-a-github-personal-access-token) > **Préférez cloner localement ?** > -> Ce dépôt inclut plus de 50 traductions linguistiques ce qui augmente significativement la taille du téléchargement. Pour cloner sans les traductions, utilisez le sparse checkout : +> Ce dépôt inclut plus de 50 traductions de langues, ce qui augmente considérablement la taille du téléchargement. Pour cloner sans les traductions, utilisez le sparse checkout : > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -34,47 +34,47 @@ CO_OP_TRANSLATOR_METADATA: > Cela vous donne tout ce dont vous avez besoin pour compléter le cours avec un téléchargement beaucoup plus rapide. -## Support multilingue +## Prise en charge multilingue -### Pris en charge via GitHub Action (Automatisé & Toujours à jour) +### Pris en charge via GitHub Action (Automatisé et toujours à jour) -[Arabe](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgare](../bg/README.md) | [Birman (Myanmar)](../my/README.md) | [Chinois (Simplifié)](../zh/README.md) | [Chinois (Traditionnel, Hong Kong)](../hk/README.md) | [Chinois (Traditionnel, Macao)](../mo/README.md) | [Chinois (Traditionnel, Taïwan)](../tw/README.md) | [Croate](../hr/README.md) | [Tchèque](../cs/README.md) | [Danois](../da/README.md) | [Néerlandais](../nl/README.md) | [Estonien](../et/README.md) | [Finnois](../fi/README.md) | [Français](./README.md) | [Allemand](../de/README.md) | [Grec](../el/README.md) | [Hébreu](../he/README.md) | [Hindi](../hi/README.md) | [Hongrois](../hu/README.md) | [Indonésien](../id/README.md) | [Italien](../it/README.md) | [Japonais](../ja/README.md) | [Kannada](../kn/README.md) | [Coréen](../ko/README.md) | [Lituanien](../lt/README.md) | [Malais](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Népalais](../ne/README.md) | [Pidgin nigérian](../pcm/README.md) | [Norvégien](../no/README.md) | [Persan (Farsi)](../fa/README.md) | [Polonais](../pl/README.md) | [Portugais (Brésil)](../br/README.md) | [Portugais (Portugal)](../pt/README.md) | [Pendjabi (Gurmukhi)](../pa/README.md) | [Roumain](../ro/README.md) | [Russe](../ru/README.md) | [Serbe (Cyrillique)](../sr/README.md) | [Slovaque](../sk/README.md) | [Slovène](../sl/README.md) | [Espagnol](../es/README.md) | [Swahili](../sw/README.md) | [Suédois](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamoul](../ta/README.md) | [Télougou](../te/README.md) | [Thaï](../th/README.md) | [Turc](../tr/README.md) | [Ukrainien](../uk/README.md) | [Ourdou](../ur/README.md) | [Vietnamien](../vi/README.md) +[Arabe](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgare](../bg/README.md) | [Birman (Myanmar)](../my/README.md) | [Chinois (Simplifié)](../zh/README.md) | [Chinois (Traditionnel, Hong Kong)](../hk/README.md) | [Chinois (Traditionnel, Macao)](../mo/README.md) | [Chinois (Traditionnel, Taïwan)](../tw/README.md) | [Croate](../hr/README.md) | [Tchèque](../cs/README.md) | [Danois](../da/README.md) | [Néerlandais](../nl/README.md) | [Estonien](../et/README.md) | [Finnois](../fi/README.md) | [Français](./README.md) | [Allemand](../de/README.md) | [Grec](../el/README.md) | [Hébreu](../he/README.md) | [Hindi](../hi/README.md) | [Hongrois](../hu/README.md) | [Indonésien](../id/README.md) | [Italien](../it/README.md) | [Japonais](../ja/README.md) | [Kannada](../kn/README.md) | [Coréen](../ko/README.md) | [Lituanien](../lt/README.md) | [Malais](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Népali](../ne/README.md) | [Pidgin nigérian](../pcm/README.md) | [Norvégien](../no/README.md) | [Persan (Farsi)](../fa/README.md) | [Polonais](../pl/README.md) | [Portugais (Brésil)](../br/README.md) | [Portugais (Portugal)](../pt/README.md) | [Pendjabi (Gurmukhi)](../pa/README.md) | [Roumain](../ro/README.md) | [Russe](../ru/README.md) | [Serbe (cyrillique)](../sr/README.md) | [Slovaque](../sk/README.md) | [Slovène](../sl/README.md) | [Espagnol](../es/README.md) | [Swahili](../sw/README.md) | [Suédois](../sv/README.md) | [Tagalog (philippin)](../tl/README.md) | [Tamoul](../ta/README.md) | [Télougou](../te/README.md) | [Thaï](../th/README.md) | [Turc](../tr/README.md) | [Ukrainien](../uk/README.md) | [Ourdou](../ur/README.md) | [Vietnamien](../vi/README.md) -## Structure du cours & Parcours d’apprentissage +## Structure du cours et parcours d'apprentissage -### **Chapitre 1 : Introduction à l’IA générative** -- **Concepts clés** : Comprendre les grands modèles de langage, les tokens, les embeddings et les capacités de l’IA -- **Écosystème Java AI** : Vue d’ensemble des SDK Spring AI et OpenAI +### **Chapitre 1 : Introduction à l'IA générative** +- **Concepts clés** : Comprendre les grands modèles de langage, les tokens, les embeddings et les capacités de l'IA +- **Écosystème IA Java** : Aperçu de Spring AI et des SDK OpenAI - **Protocole de contexte de modèle** : Introduction au MCP et son rôle dans la communication des agents IA - **Applications pratiques** : Scénarios réels incluant chatbots et génération de contenu - **[→ Commencer le Chapitre 1](./01-IntroToGenAI/README.md)** -### **Chapitre 2 : Configuration de l’environnement de développement** -- **Configuration multi-fournisseurs** : Mise en place des intégrations GitHub Models, Azure OpenAI et OpenAI Java SDK -- **Spring Boot + Spring AI** : Bonnes pratiques pour le développement d’applications IA en entreprise -- **GitHub Models** : Accès gratuit aux modèles IA pour prototypage et apprentissage (pas de carte bancaire requise) +### **Chapitre 2 : Configuration de l'environnement de développement** +- **Configuration multi-fournisseurs** : Configurez GitHub Models, Azure OpenAI et les intégrations OpenAI Java SDK +- **Spring Boot + Spring AI** : Bonnes pratiques pour le développement d'applications IA en entreprise +- **GitHub Models** : Accès gratuit aux modèles IA pour le prototypage et l'apprentissage (aucune carte de crédit requise) - **Outils de développement** : Conteneurs Docker, VS Code et configuration GitHub Codespaces - **[→ Commencer le Chapitre 2](./02-SetupDevEnvironment/README.md)** -### **Chapitre 3 : Techniques fondamentales d’IA générative** -- **Ingénierie des prompts** : Techniques pour des réponses optimales des modèles IA -- **Embeddings & opérations vectorielles** : Implémenter la recherche sémantique et la correspondance de similarité -- **Génération augmentée par récupération (RAG)** : Combiner l’IA avec vos propres sources de données -- **Appel de fonctions** : Étendre les capacités IA avec des outils et plugins personnalisés +### **Chapitre 3 : Techniques fondamentales de l'IA générative** +- **Ingénierie des prompts** : Techniques pour obtenir des réponses optimales des modèles IA +- **Embeddings & opérations vectorielles** : Implémentez la recherche sémantique et la correspondance de similarité +- **Retrieval-Augmented Generation (RAG)** : Combinez l'IA avec vos propres sources de données +- **Appel de fonctions** : Étendez les capacités de l'IA avec des outils et plugins personnalisés - **[→ Commencer le Chapitre 3](./03-CoreGenerativeAITechniques/README.md)** ### **Chapitre 4 : Applications pratiques & projets** -- **Générateur d’histoires pour animaux** (`petstory/`) : Génération créative de contenu avec GitHub Models -- **Démo Foundry locale** (`foundrylocal/`) : Intégration locale de modèle IA avec OpenAI Java SDK -- **Service calculateur MCP** (`calculator/`) : Implémentation basique du protocole de contexte de modèle avec Spring AI +- **Générateur d'histoires pour animaux** (`petstory/`) : Génération de contenu créatif avec GitHub Models +- **Démo locale Foundry** (`foundrylocal/`) : Intégration de modèles IA locaux avec l'OpenAI Java SDK +- **Service calculatrice MCP** (`calculator/`) : Implémentation basique du Model Context Protocol avec Spring AI - **[→ Commencer le Chapitre 4](./04-PracticalSamples/README.md)** -### **Chapitre 5 : Développement responsable de l’IA** -- **Sécurité GitHub Models** : Tester les filtres de contenu intégrés et mécanismes de sécurité (blocages stricts et refus souples) -- **Démo IA responsable** : Exemple pratique montrant le fonctionnement des systèmes modernes de sécurité IA -- **Bonnes pratiques** : Directives essentielles pour un développement et un déploiement éthiques de l’IA +### **Chapitre 5 : Développement d'IA responsable** +- **Sécurité des GitHub Models** : Testez le filtrage de contenu intégré et les mécanismes de sécurité (blocages durs et refus doux) +- **Démo d'IA responsable** : Exemple pratique montrant le fonctionnement des systèmes modernes de sécurité IA +- **Bonnes pratiques** : Lignes directrices essentielles pour un développement et un déploiement d'IA éthiques - **[→ Commencer le Chapitre 5](./05-ResponsibleGenAI/README.md)** ## Ressources supplémentaires @@ -102,36 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### Apprentissage fondamental +### Apprentissage de base [![ML pour débutants](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science pour débutants](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![IA pour débutants](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersécurité pour débutants](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Développement Web pour débutants](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Web Dev pour débutants](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT pour débutants](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Développement XR pour débutants](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Série Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot pour la programmation assistée par l'IA](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot pour C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Aventure Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Obtenir de l'aide -Si vous êtes bloqué ou avez des questions sur la création d'applications IA. Rejoignez d'autres apprenants et développeurs expérimentés dans les discussions sur MCP. C'est une communauté bienveillante où les questions sont les bienvenues et le savoir est partagé librement. +Si vous êtes bloqué ou avez des questions sur la création d'applications d'IA, rejoignez d'autres apprenants et des développeurs expérimentés dans les discussions autour du MCP. C'est une communauté bienveillante où les questions sont les bienvenues et où les connaissances sont partagées librement. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Si vous avez des retours sur le produit ou des erreurs lors de la création, visitez : +Si vous avez des retours sur le produit ou rencontrez des erreurs lors de la création, visitez : -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Forum des développeurs Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Avertissement** : -Ce document a été traduit à l’aide du service de traduction automatique [Co-op Translator](https://github.com/Azure/co-op-translator). Bien que nous nous efforcions d’assurer l’exactitude, veuillez noter que les traductions automatiques peuvent contenir des erreurs ou des inexactitudes. Le document original dans sa langue d’origine doit être considéré comme la source faisant foi. Pour les informations critiques, une traduction professionnelle réalisée par un humain est recommandée. Nous déclinons toute responsabilité en cas de malentendus ou de mauvaises interprétations résultant de l’utilisation de cette traduction. +Avertissement : +Ce document a été traduit à l'aide du service de traduction par IA [Co-op Translator](https://github.com/Azure/co-op-translator). Bien que nous nous efforcions d'assurer l'exactitude, veuillez noter que les traductions automatisées peuvent contenir des erreurs ou des inexactitudes. Le document original dans sa langue d'origine doit être considéré comme la source faisant foi. Pour les informations critiques, une traduction professionnelle réalisée par un traducteur humain est recommandée. Nous déclinons toute responsabilité en cas de malentendus ou d'interprétations erronées résultant de l'utilisation de cette traduction. \ No newline at end of file diff --git a/translations/he/README.md b/translations/he/README.md index dd3ea602..c99b37a6 100644 --- a/translations/he/README.md +++ b/translations/he/README.md @@ -1,81 +1,81 @@ -# בינה מלאכותית גנרטיבית למתחילים - מהדורת Java -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# בינה גנרטיבית למתחילים - מהדורת Java +[![Discord של Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![בינה מלאכותית גנרטיבית למתחילים - מהדורת Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.he.png) +![בינה גנרטיבית למתחילים - מהדורת Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.he.png) -**התחייבות זמן**: כל הסדנה ניתנת להשלמה אונליין ללא צורך בהתקנה מקומית. הגדרת הסביבה לוקחת 2 דקות, עם חקירת הדוגמאות שדורשת 1-3 שעות בהתאם לעומק החקירה. +**משך זמן משוער**: כל הסדנה ניתנת להשלמה באינטרנט ללא צורך בהתקנה מקומית. הגדרת הסביבה לוקחת כ-2 דקות, וחקר הדוגמאות ידרוש בין 1-3 שעות בהתאם לעומק החקירה. -> **התחלה מהירה** +> **התחלה מהירה** -1. בצע Fork למאגר זה לחשבון ה-GitHub שלך +1. בצע Fork של מאגר זה אל חשבון ה-GitHub שלך 2. לחץ על **Code** → לשונית **Codespaces** → **...** → **New with options...** -3. השתמש בהגדרות ברירת המחדל – זה יבחר את מיכל הפיתוח שנוצר לקורס זה +3. השתמש בערכי ברירת המחדל – זה יבחר את מכולת הפיתוח שנוצרה לקורס זה 4. לחץ על **Create codespace** 5. המתן כ-2 דקות עד שהסביבה תהיה מוכנה -6. קפוץ ישירות ל-[הדוגמה הראשונה](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +6. עבור ישירות אל [הדוגמה הראשונה](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) > **מעדיף לשכפל מקומית?** > -> מאגר זה כולל מעל 50 תרגומים לשפות שונות, מה שמגדיל משמעותית את גודל ההורדה. לשכפול ללא תרגומים, השתמש ב-sparse checkout: +> מאגר זה כולל מעל 50 תרגומים לשפות שונות, מה שמגדיל משמעותית את גודל ההורדה. כדי לשכפל בלי התרגומים, השתמש ב-sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> זה נותן לך את כל מה שאתה צריך כדי להשלים את הקורס עם הורדה מהירה יותר. +> זה נותן לך את כל מה שאתה צריך כדי להשלים את הקורס עם הורדה הרבה יותר מהירה. -## תמיכה בריבוי שפות +## תמיכה ברב-שפות ### נתמך באמצעות GitHub Action (אוטומטי ותמיד מעודכן) -[ערבית](../ar/README.md) | [בנגלית](../bn/README.md) | [בולגרית](../bg/README.md) | [בורמזית (מיאנמר)](../my/README.md) | [סינית (מפושטת)](../zh/README.md) | [סינית (מסורתית, הונג קונג)](../hk/README.md) | [סינית (מסורתית, מקאו)](../mo/README.md) | [סינית (מסורתית, טייוואן)](../tw/README.md) | [קרואטית](../hr/README.md) | [צ'כית](../cs/README.md) | [דנית](../da/README.md) | [הולנדית](../nl/README.md) | [אסטונית](../et/README.md) | [פינית](../fi/README.md) | [צרפתית](../fr/README.md) | [גרמנית](../de/README.md) | [יוונית](../el/README.md) | [עברית](./README.md) | [הינדי](../hi/README.md) | [הונגרית](../hu/README.md) | [אינדונזית](../id/README.md) | [איטלקית](../it/README.md) | [יפנית](../ja/README.md) | [קנדה](../kn/README.md) | [קוריאנית](../ko/README.md) | [ליטאית](../lt/README.md) | [מלאית](../ms/README.md) | [מלאיאלאם](../ml/README.md) | [מרטהית](../mr/README.md) | [נפאלית](../ne/README.md) | [פידג'ין ניגרי](../pcm/README.md) | [נורווגית](../no/README.md) | [פרסית (פרסי)](../fa/README.md) | [פולנית](../pl/README.md) | [פורטוגזית (ברזיל)](../br/README.md) | [פורטוגזית (פורטוגל)](../pt/README.md) | [פונג'אבית (גורמוכי)](../pa/README.md) | [רומנית](../ro/README.md) | [רוסית](../ru/README.md) | [סרבית (קירילית)](../sr/README.md) | [סלובקית](../sk/README.md) | [סלובנית](../sl/README.md) | [ספרדית](../es/README.md) | [סוואהילי](../sw/README.md) | [שוודית](../sv/README.md) | [טגלוג (פיליפינית)](../tl/README.md) | [טמילית](../ta/README.md) | [טלוגו](../te/README.md) | [תאית](../th/README.md) | [טורקית](../tr/README.md) | [אוקראינית](../uk/README.md) | [אורדו](../ur/README.md) | [וייטנאמית](../vi/README.md) +[ערבית](../ar/README.md) | [בנגלית](../bn/README.md) | [בולגרית](../bg/README.md) | [בורמזית (מיאנמר)](../my/README.md) | [סינית (מפושטת)](../zh/README.md) | [סינית (מסורתית, הונג קונג)](../hk/README.md) | [סינית (מסורתית, מקאו)](../mo/README.md) | [סינית (מסורתית, טייוואן)](../tw/README.md) | [קרואטית](../hr/README.md) | [צ'כית](../cs/README.md) | [דנית](../da/README.md) | [הולנדית](../nl/README.md) | [אסטונית](../et/README.md) | [פינית](../fi/README.md) | [צרפתית](../fr/README.md) | [גרמנית](../de/README.md) | [יוונית](../el/README.md) | [עברית](./README.md) | [הינדי](../hi/README.md) | [הונגרית](../hu/README.md) | [אינדונזית](../id/README.md) | [איטלקית](../it/README.md) | [יפנית](../ja/README.md) | [קאנאדה](../kn/README.md) | [קוריאנית](../ko/README.md) | [ליטאית](../lt/README.md) | [מלאית](../ms/README.md) | [מאליאלאם](../ml/README.md) | [מראטי](../mr/README.md) | [נפאלית](../ne/README.md) | [נייג'ריאן פיג'ין](../pcm/README.md) | [נורווגית](../no/README.md) | [פרסית (פארסי)](../fa/README.md) | [פולנית](../pl/README.md) | [פורטוגזית (ברזיל)](../br/README.md) | [פורטוגזית (פורטוגל)](../pt/README.md) | [פנג'אבי (גורמוקי)](../pa/README.md) | [רומנית](../ro/README.md) | [רוסית](../ru/README.md) | [סרבית (קירילית)](../sr/README.md) | [סלובקית](../sk/README.md) | [סלובנית](../sl/README.md) | [ספרדית](../es/README.md) | [סווהילי](../sw/README.md) | [שוודית](../sv/README.md) | [טגלוג (פיליפינית)](../tl/README.md) | [טמילית](../ta/README.md) | [טלוגו](../te/README.md) | [תאית](../th/README.md) | [טורקית](../tr/README.md) | [אוקראינית](../uk/README.md) | [אורדו](../ur/README.md) | [וייטנאמית](../vi/README.md) ## מבנה הקורס ונתיב הלמידה -### **פרק 1: מבוא לבינה מלאכותית גנרטיבית** -- **מושגים מרכזיים**: הבנת מודלים לשוניים גדולים, טוקנים, אמבדינגים ויכולות בינה מלאכותית -- **אקוסיסטם AI ב-Java**: סקירה של Spring AI ו-SDKs של OpenAI -- **פרוטוקול הקשר מודל (MCP)**: מבוא ל-MCP ותפקידו בתקשורת סוכני AI -- **יישומים מעשיים**: תרחישים מהעולם האמיתי כולל צ'אטבוטים ויצירת תוכן -- **[→ התחלת פרק 1](./01-IntroToGenAI/README.md)** - -### **פרק 2: הגדרת סביבת פיתוח** -- **קונפיגורציה מולטי-ספקית**: הגדרת מודלים של GitHub, Azure OpenAI ו-OpenAI Java SDK -- **Spring Boot + Spring AI**: שיטות עבודה מומלצות לפיתוח אפליקציות AI ארגוניות -- **מודלים של GitHub**: גישה חינמית למודלי AI לפרוטוטייפינג ולמידה (ללא צורך בכרטיס אשראי) -- **כלי פיתוח**: מיכלי Docker, VS Code וקונפיגורציית GitHub Codespaces -- **[→ התחלת פרק 2](./02-SetupDevEnvironment/README.md)** - -### **פרק 3: טכניקות מרכזיות בבינה מלאכותית גנרטיבית** -- **הנדסת פרומפטים**: טכניקות לתגובות מיטביות של מודלי AI -- **אמבדינגים ופעולות וקטוריות**: יישום חיפוש סמנטי והתאמת דמיון +### **פרק 1: מבוא לבינה גנרטיבית** +- **מושגי ליבה**: הבנת מודלים לשוניים גדולים, טוקנים, הטמעות, ויכולות של בינה מלאכותית +- **אקוסיסטם ה-AI ב-Java**: סקירה של Spring AI ו-SDKs של OpenAI +- **פרוטוקול הקשר של המודל**: מבוא ל-MCP ותפקידו בתקשורת סוכני AI +- **יישומים מעשיים**: תרחישים במציאות, כולל צ'אטבוטים ויצירת תוכן +- **[→ התחל פרק 1](./01-IntroToGenAI/README.md)** + +### **פרק 2: הגדרת סביבת הפיתוח** +- **תצורה רב-ספקית**: הגדרת GitHub Models, Azure OpenAI, ושילובים עם OpenAI Java SDK +- **Spring Boot + Spring AI**: שיטות מומלצות לפיתוח אפליקציות AI ארגוניות +- **GitHub Models**: גישה חינמית לדגמי AI לפרוטוטייפינג ולמידה (אין צורך בכרטיס אשראי) +- **כלי פיתוח**: מכולות Docker, VS Code, ותצורת GitHub Codespaces +- **[→ התחל פרק 2](./02-SetupDevEnvironment/README.md)** + +### **פרק 3: טכניקות מרכזיות בבינה גנרטיבית** +- **הנדסת פרומפטים**: טכניקות לקבלת תגובות מיטביות ממודל ה-AI +- **הטמעות & פעולות וקטוריות**: יישום חיפוש סמנטי והתאמת דמיון - **Retrieval-Augmented Generation (RAG)**: שילוב AI עם מקורות הנתונים שלך -- **קריאת פונקציות**: הרחבת יכולות AI עם כלים ותוספים מותאמים אישית -- **[→ התחלת פרק 3](./03-CoreGenerativeAITechniques/README.md)** +- **קריאת פונקציות**: הרחבת יכולות ה-AI עם כלים ותוספים מותאמים אישית +- **[→ התחל פרק 3](./03-CoreGenerativeAITechniques/README.md)** ### **פרק 4: יישומים מעשיים ופרויקטים** -- **מחולל סיפורי חיות מחמד** (`petstory/`): יצירת תוכן יצירתי עם מודלים של GitHub -- **הדגמת Foundry מקומית** (`foundrylocal/`): אינטגרציה מקומית של מודל AI עם OpenAI Java SDK -- **שירות מחשבון MCP** (`calculator/`): יישום בסיסי של פרוטוקול הקשר מודל עם Spring AI -- **[→ התחלת פרק 4](./04-PracticalSamples/README.md)** +- **מחולל סיפורי חיות מחמד** (`petstory/`): יצירת תוכן יצירתי עם GitHub Models +- **הדגמת Foundry מקומית** (`foundrylocal/`): אינטגרציה של מודל AI מקומי עם OpenAI Java SDK +- **שירות מחשבון MCP** (`calculator/`): יישום בסיסי של Model Context Protocol עם Spring AI +- **[→ התחל פרק 4](./04-PracticalSamples/README.md)** -### **פרק 5: פיתוח בינה מלאכותית אחראית** -- **בטיחות במודלים של GitHub**: בדיקת סינון תוכן מובנה ומנגנוני בטיחות (חסימות קשות וסירובים רכים) -- **הדגמת בינה מלאכותית אחראית**: דוגמה מעשית המראה כיצד מערכות בטיחות מודרניות עובדות בפועל -- **שיטות עבודה מומלצות**: קווים מנחים חיוניים לפיתוח והטמעת AI אתי -- **[→ התחלת פרק 5](./05-ResponsibleGenAI/README.md)** +### **פרק 5: פיתוח אחראי של בינה מלאכותית** +- **בטיחות ב-GitHub Models**: בדיקת סינון תוכן ומנגנוני בטיחות מובנים (חסימות מוחלטות וסירובים רכים) +- **הדגמת פיתוח אחראי של AI**: דוגמה מעשית שמדגימה כיצד מערכות בטיחות מודרניות של AI עובדות בפועל +- **שיטות עבודה מומלצות**: הנחיות הכרחיות לפיתוח והטמעה אתית של AI +- **[→ התחל פרק 5](./05-ResponsibleGenAI/README.md)** ## משאבים נוספים @@ -94,44 +94,45 @@ CO_OP_TRANSLATOR_METADATA: --- -### סדרת בינה מלאכותית גנרטיבית -[![בינה מלאכותית גנרטיבית למתחילים](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![בינה מלאכותית גנרטיבית (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![בינה מלאכותית גנרטיבית (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![בינה מלאכותית גנרטיבית (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### סדרת בינה גנרטיבית +[![בינה גנרטיבית למתחילים](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![בינה גנרטיבית (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![בינה גנרטיבית (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![בינה גנרטיבית (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### למידה בסיסית +### למידה עיקרית [![למידת מכונה למתחילים](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![מדעי הנתונים למתחילים](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![בינה מלאכותית למתחילים](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![סייברסקיוריטי למתחילים](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![אבטחת סייבר למתחילים](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![פיתוח ווב למתחילים](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT למתחילים](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![פיתוח XR למתחילים](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### סדרת Copilot -[![Copilot לתכנות זוגי עם AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot ל-C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![הרפתקת Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot לתכנות זוגי עם בינה מלאכותית](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot ל־C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![הרפתקאות Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## קבלת עזרה -אם אתה נתקע או יש לך שאלות לגבי בניית אפליקציות AI. הצטרף ללומדים אחרים ומפתחים מנוסים בדיונים על MCP. זו קהילה תומכת שבה שאלות מתקבלות בברכה והידע משותף בחופשיות. +אם תיתקעו או יהיו לכם שאלות לגבי בניית יישומי בינה מלאכותית. הצטרפו ללומדים נוספים ולמפתחים מנוסים בדיונים על MCP. זו קהילה תומכת שבה שאלות מתקבלות בברכה והידע משותף בחופשיות. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord של Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -אם יש לך משוב על המוצר או שגיאות במהלך הבנייה בקר ב: +אם יש לכם משוב על המוצר או שגיאות בזמן הפיתוח, בקרו ב: -[![פורום מפתחי Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![פורום המפתחים של Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**כתב ויתור**: -מסמך זה תורגם באמצעות שירות תרגום מבוסס בינה מלאכותית [Co-op Translator](https://github.com/Azure/co-op-translator). למרות שאנו שואפים לדיוק, יש לקחת בחשבון כי תרגומים אוטומטיים עלולים להכיל שגיאות או אי-דיוקים. המסמך המקורי בשפת המקור שלו נחשב למקור הסמכותי. למידע קריטי מומלץ להשתמש בתרגום מקצועי על ידי אדם. אנו לא נושאים באחריות לכל אי-הבנה או פרשנות שגויה הנובעת משימוש בתרגום זה. +הצהרת אחריות: +מסמך זה תורגם באמצעות שירות תרגום מבוסס בינה מלאכותית [Co-op Translator](https://github.com/Azure/co-op-translator). אף שאנו שואפים לדייק, יש לקחת בחשבון שתרגומים אוטומטיים עלולים להכיל שגיאות או אי-דיוקים. יש להחשיב את המסמך המקורי בשפתו כמקור הסמכות. עבור מידע קריטי מומלץ תרגום מקצועי על ידי מתרגם אנושי. איננו אחראים לכל אי-הבנות או פרשנויות שגויות הנובעות משימוש בתרגום זה. \ No newline at end of file diff --git a/translations/hi/README.md b/translations/hi/README.md index 7c4729ff..9466fc1f 100644 --- a/translations/hi/README.md +++ b/translations/hi/README.md @@ -1,136 +1,137 @@ -# शुरुआती लोगों के लिए जनरेटिव एआई - जावा संस्करण +# जनरेटिव AI शुरुआती के लिए - Java संस्करण [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.hi.png) +![जनरेटिव AI शुरुआती के लिए - Java संस्करण](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.hi.png) -**समय प्रतिबद्धता**: पूरा कार्यशाला ऑनलाइन बिना स्थानीय सेटअप के पूरा किया जा सकता है। पर्यावरण सेटअप में 2 मिनट लगते हैं, और नमूनों का अन्वेषण करने में 1-3 घंटे लग सकते हैं, अन्वेषण की गहराई पर निर्भर करता है। +**समय प्रतिबद्धता**: पूरा वर्कशॉप बिना लोकल सेटअप के ऑनलाइन पूरा किया जा सकता है। वातावरण सेटअप में 2 मिनट लगते हैं, और सैंपल्स का अन्वेषण करने में अन्वेषण की गहराई के आधार पर 1-3 घंटे लग सकते हैं। -> **त्वरित शुरुआत** +> **त्वरित शुरुआत** -1. इस रिपॉजिटरी को अपने GitHub खाते में फोर्क करें +1. इस रिपॉज़िटरी को अपने GitHub अकाउंट पर fork करें 2. क्लिक करें **Code** → **Codespaces** टैब → **...** → **New with options...** -3. डिफ़ॉल्ट का उपयोग करें – यह इस कोर्स के लिए बनाए गए डेवलपमेंट कंटेनर का चयन करेगा +3. डिफ़ॉल्ट का उपयोग करें – यह इस कोर्स के लिए बनाए गए Development container का चयन करेगा 4. क्लिक करें **Create codespace** -5. पर्यावरण तैयार होने के लिए लगभग 2 मिनट प्रतीक्षा करें -6. सीधे [पहले उदाहरण](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) पर जाएं +5. वातावरण तैयार होने के लिए ~2 मिनट प्रतीक्षा करें +6. सीधे कूदें [पहला उदाहरण](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **स्थानीय रूप से क्लोन करना पसंद है?** +> **क्या आप लोकल पर क्लोन करना पसंद करते हैं?** > -> इस रिपॉजिटरी में 50+ भाषा अनुवाद शामिल हैं जो डाउनलोड आकार को काफी बढ़ाते हैं। अनुवादों के बिना क्लोन करने के लिए, sparse checkout का उपयोग करें: +> यह रिपॉज़िटरी 50+ भाषा अनुवादों को शामिल करती है जो डाउनलोड आकार को काफी बढ़ा देती है। अनुवादों के बिना क्लोन करने के लिए sparse checkout का उपयोग करें: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> यह आपको कोर्स पूरा करने के लिए आवश्यक सब कुछ देता है, साथ ही डाउनलोड भी बहुत तेज़ होता है। +> यह आपको कोर्स पूरा करने के लिए आवश्यक सबकुछ देता है और डाउनलोड को बहुत तेज़ कर देता है। -## बहुभाषी समर्थन + +## बहु-भाषा समर्थन ### GitHub Action के माध्यम से समर्थित (स्वचालित और हमेशा अद्यतित) -[अरबी](../ar/README.md) | [बंगाली](../bn/README.md) | [बुल्गारियाई](../bg/README.md) | [बर्मी (म्यांमार)](../my/README.md) | [चीनी (सरलीकृत)](../zh/README.md) | [चीनी (पारंपरिक, हांगकांग)](../hk/README.md) | [चीनी (पारंपरिक, मकाऊ)](../mo/README.md) | [चीनी (पारंपरिक, ताइवान)](../tw/README.md) | [क्रोएशियाई](../hr/README.md) | [चेक](../cs/README.md) | [डेनिश](../da/README.md) | [डच](../nl/README.md) | [एस्टोनियाई](../et/README.md) | [फिनिश](../fi/README.md) | [फ्रेंच](../fr/README.md) | [जर्मन](../de/README.md) | [ग्रीक](../el/README.md) | [हिब्रू](../he/README.md) | [हिंदी](./README.md) | [हंगेरियन](../hu/README.md) | [इंडोनेशियाई](../id/README.md) | [इतालवी](../it/README.md) | [जापानी](../ja/README.md) | [कन्नड़](../kn/README.md) | [कोरियाई](../ko/README.md) | [लिथुआनियाई](../lt/README.md) | [मलय](../ms/README.md) | [मलयालम](../ml/README.md) | [मराठी](../mr/README.md) | [नेपाली](../ne/README.md) | [नाइजीरियाई पिजिन](../pcm/README.md) | [नॉर्वेजियन](../no/README.md) | [फ़ारसी (पर्शियन)](../fa/README.md) | [पोलिश](../pl/README.md) | [पुर्तगाली (ब्राज़ील)](../br/README.md) | [पुर्तगाली (पुर्तगाल)](../pt/README.md) | [पंजाबी (गुरमुखी)](../pa/README.md) | [रोमानियाई](../ro/README.md) | [रूसी](../ru/README.md) | [सर्बियाई (सिरिलिक)](../sr/README.md) | [स्लोवाक](../sk/README.md) | [स्लोवेनियाई](../sl/README.md) | [स्पेनिश](../es/README.md) | [स्वाहिली](../sw/README.md) | [स्वीडिश](../sv/README.md) | [टैगालॉग (फिलिपिनो)](../tl/README.md) | [तमिल](../ta/README.md) | [तेलुगु](../te/README.md) | [थाई](../th/README.md) | [तुर्की](../tr/README.md) | [यूक्रेनी](../uk/README.md) | [उर्दू](../ur/README.md) | [वियतनामी](../vi/README.md) +[अरबी](../ar/README.md) | [बांग्ला](../bn/README.md) | [बुल्गारियाई](../bg/README.md) | [बर्मी (म्यांमार)](../my/README.md) | [चीनी (सरलीकृत)](../zh/README.md) | [चीनी (पारंपरिक, हॉन्ग कॉन्ग)](../hk/README.md) | [चीनी (पारंपरिक, मकाउ)](../mo/README.md) | [चीनी (पारंपरिक, ताइवान)](../tw/README.md) | [क्रोएशियाई](../hr/README.md) | [चेक](../cs/README.md) | [डेनिश](../da/README.md) | [डच](../nl/README.md) | [एस्टोनियाई](../et/README.md) | [फिन्निश](../fi/README.md) | [फ्रेंच](../fr/README.md) | [जर्मन](../de/README.md) | [ग्रीक](../el/README.md) | [हिब्रू](../he/README.md) | [हिंदी](./README.md) | [हंगेरियन](../hu/README.md) | [इंडोनेशियाई](../id/README.md) | [इटालियन](../it/README.md) | [जापानी](../ja/README.md) | [कन्नड़](../kn/README.md) | [कोरियाई](../ko/README.md) | [लिथुआनियाई](../lt/README.md) | [मलय](../ms/README.md) | [मलयालम](../ml/README.md) | [मराठी](../mr/README.md) | [नेपाली](../ne/README.md) | [नाइजीरियाई पाजन](../pcm/README.md) | [नॉर्वेजियन](../no/README.md) | [फ़ारसी (Farsi)](../fa/README.md) | [पोलिश](../pl/README.md) | [पुर्तगाली (ब्राज़ील)](../br/README.md) | [पुर्तगाली (पुर्तगाल)](../pt/README.md) | [पंजाबी (गुरमुखी)](../pa/README.md) | [रोमानियाई](../ro/README.md) | [रूसी](../ru/README.md) | [सर्बियाई (सिरिलिक)](../sr/README.md) | [स्लोवाक](../sk/README.md) | [स्लोवेनियाई](../sl/README.md) | [स्पेनिश](../es/README.md) | [स्वाहिली](../sw/README.md) | [स्वीडिश](../sv/README.md) | [तागालोग (फ़िलिपिनो)](../tl/README.md) | [तमिल](../ta/README.md) | [तेलुगु](../te/README.md) | [थाई](../th/README.md) | [तुर्की](../tr/README.md) | [यूक्रेनी](../uk/README.md) | [उर्दू](../ur/README.md) | [वियतनामी](../vi/README.md) ## कोर्स संरचना और सीखने का मार्ग -### **अध्याय 1: जनरेटिव एआई का परिचय** -- **मूल अवधारणाएं**: बड़े भाषा मॉडल, टोकन, एम्बेडिंग्स, और एआई क्षमताओं को समझना -- **जावा एआई इकोसिस्टम**: स्प्रिंग एआई और OpenAI SDKs का अवलोकन -- **मॉडल कॉन्टेक्स्ट प्रोटोकॉल**: MCP का परिचय और एआई एजेंट संचार में इसकी भूमिका -- **व्यावहारिक अनुप्रयोग**: चैटबॉट्स और सामग्री निर्माण सहित वास्तविक दुनिया के परिदृश्य +### **अध्याय 1: जनरेटिव AI का परिचय** +- **मुख्य अवधारणाएँ**: Large Language Models, tokens, embeddings, और AI क्षमताओं की समझ +- **Java AI पारिस्थितिकी तंत्र**: Spring AI और OpenAI SDKs का अवलोकन +- **Model Context Protocol**: MCP का परिचय और AI एजेंट संचार में इसकी भूमिका +- **व्यावहारिक अनुप्रयोग**: चैटबॉट्स और कंटेंट जेनरेशन सहित वास्तविक दुनिया के परिदृश्य - **[→ अध्याय 1 शुरू करें](./01-IntroToGenAI/README.md)** ### **अध्याय 2: विकास पर्यावरण सेटअप** -- **मल्टी-प्रोवाइडर कॉन्फ़िगरेशन**: GitHub मॉडल, Azure OpenAI, और OpenAI जावा SDK एकीकरण सेटअप करें -- **स्प्रिंग बूट + स्प्रिंग एआई**: एंटरप्राइज एआई एप्लिकेशन विकास के लिए सर्वोत्तम प्रथाएं -- **GitHub मॉडल**: प्रोटोटाइपिंग और सीखने के लिए मुफ्त एआई मॉडल एक्सेस (कोई क्रेडिट कार्ड आवश्यक नहीं) -- **डेवलपमेंट टूल्स**: डॉकर कंटेनर, VS कोड, और GitHub Codespaces कॉन्फ़िगरेशन +- **मल्टी-प्रोवाइडर कॉन्फ़िगरेशन**: GitHub Models, Azure OpenAI, और OpenAI Java SDK इंटीग्रेशन सेटअप करें +- **Spring Boot + Spring AI**: एंटरप्राइज़ AI एप्लिकेशन विकास के लिए सर्वोत्तम प्रथाएँ +- **GitHub Models**: प्रोटोटाइपिंग और सीखने के लिए मुफ्त AI मॉडल पहुँच (क्रेडिट कार्ड आवश्यक नहीं) +- **विकास उपकरण**: Docker containers, VS Code, और GitHub Codespaces कॉन्फ़िगरेशन - **[→ अध्याय 2 शुरू करें](./02-SetupDevEnvironment/README.md)** -### **अध्याय 3: कोर जनरेटिव एआई तकनीकें** -- **प्रॉम्प्ट इंजीनियरिंग**: एआई मॉडल प्रतिक्रियाओं के लिए तकनीकें -- **एम्बेडिंग्स और वेक्टर ऑपरेशंस**: सेमांटिक खोज और समानता मिलान लागू करें -- **रिट्रीवल-ऑगमेंटेड जनरेशन (RAG)**: अपने डेटा स्रोतों के साथ एआई को संयोजित करें -- **फंक्शन कॉलिंग**: कस्टम टूल्स और प्लगइन्स के साथ एआई क्षमताओं का विस्तार करें +### **अध्याय 3: मुख्य जनरेटिव AI तकनीकें** +- **प्रॉम्प्ट इंजीनियरिंग**: AI मॉडल की उत्तम प्रतिक्रियाओं के लिए तकनीकें +- **Embeddings और वेक्टर ऑपरेशन्स**: सेमन्टिक सर्च और समानता मिलान को लागू करें +- **Retrieval-Augmented Generation (RAG)**: अपने डेटा स्रोतों के साथ AI को संयोजित करें +- **Function Calling**: कस्टम टूल्स और प्लगइन्स के साथ AI क्षमताओं को बढ़ाएँ - **[→ अध्याय 3 शुरू करें](./03-CoreGenerativeAITechniques/README.md)** -### **अध्याय 4: व्यावहारिक अनुप्रयोग और परियोजनाएं** -- **पेट स्टोरी जनरेटर** (`petstory/`): GitHub मॉडल के साथ रचनात्मक सामग्री निर्माण -- **फाउंड्री लोकल डेमो** (`foundrylocal/`): OpenAI जावा SDK के साथ स्थानीय एआई मॉडल एकीकरण -- **MCP कैलकुलेटर सेवा** (`calculator/`): स्प्रिंग एआई के साथ बेसिक मॉडल कॉन्टेक्स्ट प्रोटोकॉल कार्यान्वयन +### **अध्याय 4: व्यावहारिक अनुप्रयोग और परियोजनाएँ** +- **Pet Story Generator** (`petstory/`): GitHub Models के साथ रचनात्मक सामग्री जेनरेशन +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK के साथ लोकल AI मॉडल इंटीग्रेशन +- **MCP Calculator Service** (`calculator/`): Spring AI के साथ बेसिक Model Context Protocol कार्यान्वयन - **[→ अध्याय 4 शुरू करें](./04-PracticalSamples/README.md)** -### **अध्याय 5: जिम्मेदार एआई विकास** -- **GitHub मॉडल सुरक्षा**: अंतर्निहित सामग्री फ़िल्टरिंग और सुरक्षा तंत्र (हार्ड ब्लॉक्स और सॉफ्ट अस्वीकृतियां) का परीक्षण करें -- **जिम्मेदार एआई डेमो**: आधुनिक एआई सुरक्षा प्रणालियों के व्यावहारिक उदाहरण -- **सर्वोत्तम प्रथाएं**: नैतिक एआई विकास और तैनाती के लिए आवश्यक दिशानिर्देश +### **अध्याय 5: ज़िम्मेदार AI विकास** +- **GitHub Models सुरक्षा**: बिल्ट-इन कंटेंट फिल्टरिंग और सुरक्षा तंत्रों (कठोर ब्लॉक्स और सॉफ्ट रिजेक्शन्स) का परीक्षण करें +- **ज़िम्मेदार AI डेमो**: मॉडर्न AI सुरक्षा प्रणालियों के काम करने का व्यावहारिक उदाहरण +- **सर्वोत्तम प्रथाएँ**: नैतिक AI विकास और परिनियोजन के लिए आवश्यक मार्गदर्शिकाएँ - **[→ अध्याय 5 शुरू करें](./05-ResponsibleGenAI/README.md)** ## अतिरिक्त संसाधन -### लैंगचेन -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +### LangChain +[![LangChain4j शुरुआती के लिए](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js शुरुआती के लिए](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### Azure / Edge / MCP / एजेंट्स -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +### Azure / Edge / MCP / Agents +[![AZD शुरुआती के लिए](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI शुरुआती के लिए](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP शुरुआती के लिए](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI एजेंट्स शुरुआती के लिए](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### जनरेटिव एआई श्रृंखला -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### जनरेटिव AI श्रृंखला +[![जनरेटिव AI शुरुआती के लिए](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![जनरेटिव AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![जनरेटिव AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![जनरेटिव AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### कोर लर्निंग -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### मुख्य अध्ययन +[![ML शुरुआती के लिए](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![डेटा साइंस शुरुआती के लिए](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI शुरुआती के लिए](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![साइबरसिक्योरिटी शुरुआती के लिए](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![वेब डेवलपमेंट शुरुआती के लिए](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT के लिए शुरुआती](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR विकास के लिए शुरुआती](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Copilot Series -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot श्रृंखला +[![AI सह-प्रोग्रामिंग के लिए Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET के लिए Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot एडवेंचर](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## सहायता प्राप्त करना +## सहायता प्राप्त करें -यदि आप फंस जाते हैं या AI ऐप्स बनाने के बारे में कोई प्रश्न है। MCP के बारे में चर्चा में साथी शिक्षार्थियों और अनुभवी डेवलपर्स के साथ जुड़ें। यह एक सहायक समुदाय है जहाँ प्रश्न स्वागत योग्य हैं और ज्ञान स्वतंत्र रूप से साझा किया जाता है। +यदि आप अटक जाते हैं या AI ऐप्स बनाने के बारे में कोई प्रश्न हैं, तो सहकर्मी शिक्षार्थियों और अनुभवी डेवलपर्स में शामिल हों और MCP के बारे में चर्चा करें। यह एक सहयोगी समुदाय है जहाँ प्रश्नों का स्वागत है और ज्ञान स्वतंत्र रूप से साझा किया जाता है। -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry डिस्कॉर्ड](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -यदि आपके पास उत्पाद प्रतिक्रिया या निर्माण के दौरान त्रुटियाँ हैं तो जाएँ: +यदि आपके पास उत्पाद संबंधी प्रतिक्रिया है या निर्माण के दौरान त्रुटियाँ आ रही हैं, तो जाएँ: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry डेवलपर फ़ोरम](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**अस्वीकरण**: -यह दस्तावेज़ AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) का उपयोग करके अनुवादित किया गया है। जबकि हम सटीकता के लिए प्रयासरत हैं, कृपया ध्यान दें कि स्वचालित अनुवादों में त्रुटियाँ या अशुद्धियाँ हो सकती हैं। मूल दस्तावेज़ अपनी मूल भाषा में ही प्रामाणिक स्रोत माना जाना चाहिए। महत्वपूर्ण जानकारी के लिए, पेशेवर मानव अनुवाद की सलाह दी जाती है। इस अनुवाद के उपयोग से उत्पन्न किसी भी गलतफहमी या गलत व्याख्या के लिए हम जिम्मेदार नहीं हैं। +अस्वीकरण: +यह दस्तावेज़ AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) का उपयोग करके अनुवादित किया गया है। हालांकि हम सटीकता के लिए प्रयत्नशील हैं, कृपया ध्यान रखें कि स्वचालित अनुवादों में त्रुटियाँ या अशुद्धियाँ हो सकती हैं। मूल भाषा में मौज़ूद मूल दस्तावेज़ को अधिकारिक स्रोत माना जाना चाहिए। महत्वपूर्ण जानकारी के लिए पेशेवर मानव अनुवाद की सलाह दी जाती है। इस अनुवाद के उपयोग से उत्पन्न किसी भी गलतफ़हमी या गलत व्याख्या के लिए हम जिम्मेदार नहीं हैं। \ No newline at end of file diff --git a/translations/hk/README.md b/translations/hk/README.md index 07ad906a..0801fcac 100644 --- a/translations/hk/README.md +++ b/translations/hk/README.md @@ -1,136 +1,137 @@ -# Generative AI for Beginners - Java Edition +# 生成式 AI 初學者指南 - Java 版 [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.hk.png) +![生成式 AI 初學者指南 - Java 版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.hk.png) -**時間投入**：整個工作坊可在線完成，無需本地設置。環境設置需時約2分鐘，探索範例則視探索深度需時1-3小時。 +**所需時間**: 整個工作坊可在線完成，無需本地設定。環境設定約需 2 分鐘，探索範例視探索深度需 1–3 小時。 -> **快速開始** +> **快速開始** -1. 將此儲存庫分叉到你的 GitHub 帳戶 -2. 點擊 **Code** → **Codespaces** 標籤 → **...** → **New with options...** -3. 使用預設值 – 這將選擇為本課程建立的開發容器 -4. 點擊 **Create codespace** -5. 等待約2分鐘，環境即準備就緒 -6. 直接跳至 [第一個範例](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. Fork 此儲存庫到你的 GitHub 帳戶 +2. 按一下 **Code** → **Codespaces** 分頁 → **...** → **New with options...** +3. 使用預設值 — 這會選擇為本課程建立的開發容器 +4. 按一下 **Create codespace** +5. 等待約 2 分鐘，環境即會準備就緒 +6. 直接跳到 [→ 開始第 1 章](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **想本地克隆？** +> **想要本地複製？** > -> 此儲存庫包含50多種語言翻譯，顯著增加下載大小。若想不含翻譯克隆，請使用稀疏檢出： +> 此儲存庫包含 50+ 種語言翻譯，會顯著增加下載大小。若要在不包含翻譯的情況下複製，請使用 sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> 這樣你將獲得完成課程所需的一切，且下載速度更快。 +> 這樣可以讓你以更快的下載速度取得完成課程所需的一切。 + ## 多語言支援 -### 透過 GitHub Action 支援（自動且始終保持最新） +### 透過 GitHub Action 支援（自動且隨時更新） -[阿拉伯語](../ar/README.md) | [孟加拉語](../bn/README.md) | [保加利亞語](../bg/README.md) | [緬甸語 (Myanmar)](../my/README.md) | [中文 (簡體)](../zh/README.md) | [中文 (繁體，香港)](./README.md) | [中文 (繁體，澳門)](../mo/README.md) | [中文 (繁體，台灣)](../tw/README.md) | [克羅地亞語](../hr/README.md) | [捷克語](../cs/README.md) | [丹麥語](../da/README.md) | [荷蘭語](../nl/README.md) | [愛沙尼亞語](../et/README.md) | [芬蘭語](../fi/README.md) | [法語](../fr/README.md) | [德語](../de/README.md) | [希臘語](../el/README.md) | [希伯來語](../he/README.md) | [印地語](../hi/README.md) | [匈牙利語](../hu/README.md) | [印尼語](../id/README.md) | [意大利語](../it/README.md) | [日語](../ja/README.md) | [坎納達語](../kn/README.md) | [韓語](../ko/README.md) | [立陶宛語](../lt/README.md) | [馬來語](../ms/README.md) | [馬拉雅拉姆語](../ml/README.md) | [馬拉地語](../mr/README.md) | [尼泊爾語](../ne/README.md) | [奈及利亞皮欽語](../pcm/README.md) | [挪威語](../no/README.md) | [波斯語 (法爾西語)](../fa/README.md) | [波蘭語](../pl/README.md) | [葡萄牙語 (巴西)](../br/README.md) | [葡萄牙語 (葡萄牙)](../pt/README.md) | [旁遮普語 (Gurmukhi)](../pa/README.md) | [羅馬尼亞語](../ro/README.md) | [俄語](../ru/README.md) | [塞爾維亞語 (西里爾字母)](../sr/README.md) | [斯洛伐克語](../sk/README.md) | [斯洛文尼亞語](../sl/README.md) | [西班牙語](../es/README.md) | [斯瓦希里語](../sw/README.md) | [瑞典語](../sv/README.md) | [他加祿語 (菲律賓語)](../tl/README.md) | [泰米爾語](../ta/README.md) | [泰盧固語](../te/README.md) | [泰語](../th/README.md) | [土耳其語](../tr/README.md) | [烏克蘭語](../uk/README.md) | [烏爾都語](../ur/README.md) | [越南語](../vi/README.md) +[阿拉伯語](../ar/README.md) | [孟加拉語](../bn/README.md) | [保加利亞語](../bg/README.md) | [緬甸語（緬甸）](../my/README.md) | [中文（簡體）](../zh/README.md) | [中文（繁體，香港）](./README.md) | [中文（繁體，澳門）](../mo/README.md) | [中文（繁體，台灣）](../tw/README.md) | [克羅地亞語](../hr/README.md) | [捷克語](../cs/README.md) | [丹麥語](../da/README.md) | [荷蘭語](../nl/README.md) | [愛沙尼亞語](../et/README.md) | [芬蘭語](../fi/README.md) | [法語](../fr/README.md) | [德語](../de/README.md) | [希臘語](../el/README.md) | [希伯來語](../he/README.md) | [印地語](../hi/README.md) | [匈牙利語](../hu/README.md) | [印尼語](../id/README.md) | [意大利語](../it/README.md) | [日語](../ja/README.md) | [卡納達語](../kn/README.md) | [韓語](../ko/README.md) | [立陶宛語](../lt/README.md) | [馬來語](../ms/README.md) | [馬拉雅拉姆語](../ml/README.md) | [馬拉地語](../mr/README.md) | [尼泊爾語](../ne/README.md) | [尼日利亞洋涇濱語](../pcm/README.md) | [挪威語](../no/README.md) | [波斯語（Farsi）](../fa/README.md) | [波蘭語](../pl/README.md) | [葡萄牙語（巴西）](../br/README.md) | [葡萄牙語（葡萄牙）](../pt/README.md) | [旁遮普語（Gurmukhi）](../pa/README.md) | [羅馬尼亞語](../ro/README.md) | [俄語](../ru/README.md) | [塞爾維亞語（西里爾字母）](../sr/README.md) | [斯洛伐克語](../sk/README.md) | [斯洛維尼亞語](../sl/README.md) | [西班牙語](../es/README.md) | [斯瓦希里語](../sw/README.md) | [瑞典語](../sv/README.md) | [他加祿語（菲律賓語）](../tl/README.md) | [泰米爾語](../ta/README.md) | [泰盧固語](../te/README.md) | [泰語](../th/README.md) | [土耳其語](../tr/README.md) | [烏克蘭語](../uk/README.md) | [烏爾都語](../ur/README.md) | [越南語](../vi/README.md) ## 課程結構與學習路徑 -### **第一章：生成式 AI 簡介** -- **核心概念**：理解大型語言模型、標記、嵌入及 AI 能力 -- **Java AI 生態系統**：Spring AI 與 OpenAI SDK 概覽 -- **模型上下文協議**：介紹 MCP 及其在 AI 代理通訊中的角色 -- **實際應用**：包括聊天機器人與內容生成的真實場景 -- **[→ 開始第一章](./01-IntroToGenAI/README.md)** - -### **第二章：開發環境設置** -- **多供應商配置**：設置 GitHub Models、Azure OpenAI 與 OpenAI Java SDK 整合 -- **Spring Boot + Spring AI**：企業 AI 應用開發最佳實踐 -- **GitHub Models**：免費 AI 模型存取，用於原型設計與學習（無需信用卡） -- **開發工具**：Docker 容器、VS Code 與 GitHub Codespaces 配置 -- **[→ 開始第二章](./02-SetupDevEnvironment/README.md)** - -### **第三章：核心生成式 AI 技術** -- **提示工程**：優化 AI 模型回應的技巧 -- **嵌入與向量操作**：實作語義搜尋與相似度匹配 -- **檢索增強生成 (RAG)**：結合 AI 與自有資料來源 -- **函數調用**：以自訂工具與插件擴展 AI 能力 -- **[→ 開始第三章](./03-CoreGenerativeAITechniques/README.md)** - -### **第四章：實際應用與專案** -- **寵物故事生成器** (`petstory/`)：使用 GitHub Models 進行創意內容生成 -- **Foundry 本地示範** (`foundrylocal/`)：OpenAI Java SDK 的本地 AI 模型整合 -- **MCP 計算器服務** (`calculator/`)：使用 Spring AI 實作基本模型上下文協議 -- **[→ 開始第四章](./04-PracticalSamples/README.md)** - -### **第五章：負責任的 AI 開發** -- **GitHub Models 安全性**：測試內建內容過濾與安全機制（硬性阻擋與軟性拒絕） -- **負責任 AI 示範**：實作示例展示現代 AI 安全系統的運作 -- **最佳實踐**：倫理 AI 開發與部署的基本指引 -- **[→ 開始第五章](./05-ResponsibleGenAI/README.md)** - -## 額外資源 +### **第 1 章：生成式 AI 簡介** +- **核心概念**：了解大型語言模型、詞元、嵌入向量，以及 AI 的能力 +- **Java AI 生態系**：Spring AI 與 OpenAI SDKs 概觀 +- **模型上下文協定**：介紹 MCP 及其在 AI 代理通訊中的角色 +- **實際應用**：包含聊天機器人與內容生成等真實情境 +- **[→ 開始第 1 章](./01-IntroToGenAI/README.md)** + +### **第 2 章：開發環境設定** +- **多提供者配置**：設定 GitHub Models、Azure OpenAI 與 OpenAI Java SDK 的整合 +- **Spring Boot + Spring AI**：企業 AI 應用開發的最佳實務 +- **GitHub Models**：供原型開發與學習使用的免費 AI 模型（不需信用卡） +- **開發工具**：Docker 容器、VS Code 與 GitHub Codespaces 的設定 +- **[→ 開始第 2 章](./02-SetupDevEnvironment/README.md)** + +### **第 3 章：核心生成式 AI 技術** +- **提示工程**：獲得最佳 AI 模型回應的技巧 +- **嵌入與向量操作**：實作語意搜尋與相似度比對 +- **檢索增強生成（RAG）**：將 AI 與你的資料來源結合 +- **函式呼叫**：以自訂工具與外掛擴展 AI 能力 +- **[→ 開始第 3 章](./03-CoreGenerativeAITechniques/README.md)** + +### **第 4 章：實作應用與專案** +- **寵物故事生成器** (`petstory/`): 使用 GitHub Models 的創意內容生成 +- **Foundry Local 示範** (`foundrylocal/`): 使用 OpenAI Java SDK 的本地 AI 模型整合 +- **MCP 計算器服務** (`calculator/`): 使用 Spring AI 的基本模型上下文協定實作 +- **[→ 開始第 4 章](./04-PracticalSamples/README.md)** + +### **第 5 章：負責任的 AI 開發** +- **GitHub Models 安全性**：測試內建內容過濾與安全機制（強制封鎖與軟性拒絕） +- **負責任 AI 示範**：實作範例展示現代 AI 安全系統如何在實務中運作 +- **最佳實務**：倫理 AI 開發與部署的重要指南 +- **[→ 開始第 5 章](./05-ResponsibleGenAI/README.md)** + +## 其他資源 ### LangChain -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j 初學者指南](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js 初學者指南](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### Azure / Edge / MCP / Agents -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +### Azure / Edge / MCP / 代理 +[![AZD 初學者指南](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI 初學者指南](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP 初學者指南](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI 代理初學者指南](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### 生成式 AI 系列 -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +[![生成式 AI 初學者指南](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（.NET）](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（Java）](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（JavaScript）](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### 核心學習 -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![機器學習初學者指南](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![數據科學初學者指南](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI 初學者指南](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![網絡安全初學者指南](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![網頁開發初學者指南](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT 初學者](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR 開發初學者](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot 系列 -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot：AI 配對編程](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot：C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot 冒險](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## 尋求協助 -如果你遇到困難或對建立 AI 應用程式有任何疑問，歡迎加入其他學習者和經驗豐富的開發者，一同參與 MCP 的討論。這是一個支持性的社群，歡迎提問並自由分享知識。 +如果你在建立 AI 應用程式時遇到困難或有任何問題，歡迎加入與其他學習者及經驗豐富的開發者一同討論 MCP。這是一個互相支持的社群，歡迎提出問題並自由分享知識。 -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry 的 Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -如果你在開發過程中有產品反饋或錯誤，請造訪： +如果你在開發時有產品反饋或遇到錯誤，請造訪： -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry 開發者論壇](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**免責聲明**： -本文件由 AI 翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯。雖然我們致力於確保準確性，但請注意自動翻譯可能包含錯誤或不準確之處。原始文件的母語版本應被視為權威來源。對於重要資訊，建議採用專業人工翻譯。我們不對因使用本翻譯而引起的任何誤解或誤釋承擔責任。 +免責聲明： +本文件經由 AI 翻譯服務 Co-op Translator（https://github.com/Azure/co-op-translator）翻譯而成。雖然我們力求準確，但請注意自動翻譯可能包含錯誤或不準確之處。原始語言版本應被視為具權威性的來源。對於關鍵資訊，建議採用專業人工翻譯。我們對因使用此翻譯而引致的任何誤解或錯誤詮釋概不負責。 \ No newline at end of file diff --git a/translations/hr/README.md b/translations/hr/README.md index 74c4e89b..75090cf2 100644 --- a/translations/hr/README.md +++ b/translations/hr/README.md @@ -1,8 +1,8 @@ -[Arapski](../ar/README.md) | [Bengalski](../bn/README.md) | [Bugarski](../bg/README.md) | [Burmanski (Myanmar)](../my/README.md) | [Kineski (pojednostavljeni)](../zh/README.md) | [Kineski (tradicionalni, Hong Kong)](../hk/README.md) | [Kineski (tradicionalni, Macau)](../mo/README.md) | [Kineski (tradicionalni, Tajvan)](../tw/README.md) | [Hrvatski](./README.md) | [Češki](../cs/README.md) | [Danski](../da/README.md) | [Nizozemski](../nl/README.md) | [Estonski](../et/README.md) | [Finski](../fi/README.md) | [Francuski](../fr/README.md) | [Njemački](../de/README.md) | [Grčki](../el/README.md) | [Hebrejski](../he/README.md) | [Hindi](../hi/README.md) | [Mađarski](../hu/README.md) | [Indonezijski](../id/README.md) | [Talijanski](../it/README.md) | [Japanski](../ja/README.md) | [Kannada](../kn/README.md) | [Korejski](../ko/README.md) | [Litvanski](../lt/README.md) | [Malajski](../ms/README.md) | [Malajalamski](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalski](../ne/README.md) | [Nigerijski pidžin](../pcm/README.md) | [Norveški](../no/README.md) | [Perzijski (Farsi)](../fa/README.md) | [Poljski](../pl/README.md) | [Portugalski (Brazil)](../br/README.md) | [Portugalski (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumunjski](../ro/README.md) | [Ruski](../ru/README.md) | [Srpski (ćirilica)](../sr/README.md) | [Slovački](../sk/README.md) | [Slovenski](../sl/README.md) | [Španjolski](../es/README.md) | [Svahili](../sw/README.md) | [Švedski](../sv/README.md) | [Tagalog (Filipinski)](../tl/README.md) | [Tamilski](../ta/README.md) | [Telugu](../te/README.md) | [Tajlandski](../th/README.md) | [Turski](../tr/README.md) | [Ukrajinski](../uk/README.md) | [Urdu](../ur/README.md) | [Vijetnamski](../vi/README.md) +[Arapski](../ar/README.md) | [Bengalski](../bn/README.md) | [Bugarski](../bg/README.md) | [Burmanski (Myanmar)](../my/README.md) | [Kineski (pojednostavljeni)](../zh/README.md) | [Kineski (tradicionalni, Hong Kong)](../hk/README.md) | [Kineski (tradicionalni, Macau)](../mo/README.md) | [Kineski (tradicionalni, Taiwan)](../tw/README.md) | [Hrvatski](./README.md) | [Češki](../cs/README.md) | [Danski](../da/README.md) | [Nizozemski](../nl/README.md) | [Estonski](../et/README.md) | [Finski](../fi/README.md) | [Francuski](../fr/README.md) | [Njemački](../de/README.md) | [Grčki](../el/README.md) | [Hebrejski](../he/README.md) | [Hindi](../hi/README.md) | [Mađarski](../hu/README.md) | [Indonezijski](../id/README.md) | [Talijanski](../it/README.md) | [Japanski](../ja/README.md) | [Kannada](../kn/README.md) | [Korejski](../ko/README.md) | [Litvanski](../lt/README.md) | [Malajski](../ms/README.md) | [Malajalamski](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalski](../ne/README.md) | [Nigerijski pidgin](../pcm/README.md) | [Norveški](../no/README.md) | [Perzijski (Farsi)](../fa/README.md) | [Poljski](../pl/README.md) | [Portugalski (Brazil)](../br/README.md) | [Portugalski (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumunjski](../ro/README.md) | [Ruski](../ru/README.md) | [Srpski (ćirilica)](../sr/README.md) | [Slovački](../sk/README.md) | [Slovenski](../sl/README.md) | [Španjolski](../es/README.md) | [Svahili](../sw/README.md) | [Švedski](../sv/README.md) | [Tagalog (filipinski)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Tajlandski](../th/README.md) | [Turski](../tr/README.md) | [Ukrajinski](../uk/README.md) | [Urdu](../ur/README.md) | [Vijetnamski](../vi/README.md) ## Struktura tečaja i put učenja ### **Poglavlje 1: Uvod u generativnu AI** -- **Osnovni pojmovi**: Razumijevanje velikih jezičnih modela, tokena, ugradnji i AI mogućnosti +- **Temeljni pojmovi**: Razumijevanje velikih jezičnih modela, tokena, embeddings i mogućnosti AI - **Java AI ekosustav**: Pregled Spring AI i OpenAI SDK-ova -- **Protokol konteksta modela**: Uvod u MCP i njegovu ulogu u komunikaciji AI agenata +- **Model Context Protocol**: Uvod u MCP i njegova uloga u komunikaciji AI agenata - **Praktične primjene**: Stvarni scenariji uključujući chatbote i generiranje sadržaja -- **[→ Početak poglavlja 1](./01-IntroToGenAI/README.md)** +- **[→ Započni Poglavlje 1](./01-IntroToGenAI/README.md)** ### **Poglavlje 2: Postavljanje razvojne okoline** -- **Konfiguracija više pružatelja usluga**: Postavljanje GitHub modela, Azure OpenAI i OpenAI Java SDK integracija -- **Spring Boot + Spring AI**: Najbolje prakse za razvoj AI aplikacija u poduzećima -- **GitHub modeli**: Besplatan pristup AI modelima za prototipiranje i učenje (nije potrebna kreditna kartica) -- **Razvojni alati**: Docker kontejneri, VS Code i konfiguracija GitHub Codespaces -- **[→ Početak poglavlja 2](./02-SetupDevEnvironment/README.md)** - -### **Poglavlje 3: Osnovne tehnike generativne AI** -- **Inženjering upita (prompt engineering)**: Tehnike za optimalne odgovore AI modela -- **Ugradnje i vektorske operacije**: Implementacija semantičkog pretraživanja i podudaranja sličnosti -- **Generiranje uz podršku pretraživanja (RAG)**: Kombiniranje AI s vlastitim izvorima podataka -- **Pozivanje funkcija**: Proširenje AI mogućnosti prilagođenim alatima i dodacima -- **[→ Početak poglavlja 3](./03-CoreGenerativeAITechniques/README.md)** +- **Konfiguracija za više pružatelja**: Postavite GitHub Models, Azure OpenAI i OpenAI Java SDK integracije +- **Spring Boot + Spring AI**: Najbolje prakse za razvoj enterprise AI aplikacija +- **GitHub Models**: Besplatan pristup AI modelima za prototipiranje i učenje (nije potrebna kreditna kartica) +- **Alati za razvoj**: Docker kontejneri, VS Code i konfiguracija GitHub Codespaces +- **[→ Započni Poglavlje 2](./02-SetupDevEnvironment/README.md)** + +### **Poglavlje 3: Temeljne tehnike generativne AI** +- **Prompt inženjering**: Tehnike za optimalne odgovore AI modela +- **Embeddings i operacije nad vektorima**: Implementacija semantičkog pretraživanja i podudaranja sličnosti +- **Retrieval-Augmented Generation (RAG)**: Kombinirajte AI s vlastitim izvorima podataka +- **Pozivanje funkcija**: Proširite mogućnosti AI prilagođenim alatima i dodacima +- **[→ Započni Poglavlje 3](./03-CoreGenerativeAITechniques/README.md)** ### **Poglavlje 4: Praktične primjene i projekti** -- **Generator priča o kućnim ljubimcima** (`petstory/`): Kreativno generiranje sadržaja s GitHub modelima -- **Foundry lokalna demonstracija** (`foundrylocal/`): Lokalna integracija AI modela s OpenAI Java SDK-om -- **MCP kalkulator servis** (`calculator/`): Osnovna implementacija Model Context Protocola sa Spring AI -- **[→ Početak poglavlja 4](./04-PracticalSamples/README.md)** +- **Generator priča o ljubimcima** (`petstory/`): Kreativno generiranje sadržaja s GitHub Models +- **Foundry lokalna demonstracija** (`foundrylocal/`): Lokalna integracija AI modela s OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Osnovna implementacija Model Context Protocol-a sa Spring AI +- **[→ Započni Poglavlje 4](./04-PracticalSamples/README.md)** -### **Poglavlje 5: Odgovorni razvoj AI** -- **Sigurnost GitHub modela**: Testiranje ugrađenih mehanizama filtriranja sadržaja i sigurnosti (čvrste blokade i mekani odbijanja) -- **Demo odgovorne AI**: Praktični primjer kako suvremeni sigurnosni sustavi AI funkcioniraju u praksi -- **Najbolje prakse**: Osnovne smjernice za etički razvoj i implementaciju AI -- **[→ Početak poglavlja 5](./05-ResponsibleGenAI/README.md)** +### **Poglavlje 5: Odgovorni razvoj umjetne inteligencije** +- **Sigurnost GitHub Models**: Testirajte ugrađeno filtriranje sadržaja i sigurnosne mehanizme (tvrdih blokada i mekanih odbijanja) +- **Demo odgovornog AI**: Praktični primjer koji pokazuje kako suvremeni AI sigurnosni sustavi djeluju u praksi +- **Najbolje prakse**: Ključne smjernice za etički razvoj i implementaciju AI +- **[→ Započni Poglavlje 5](./05-ResponsibleGenAI/README.md)** ## Dodatni resursi @@ -94,7 +94,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### Serija generativne AI +### Generativna AI serija [![Generativna AI za početnike](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generativna AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generativna AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -102,36 +102,37 @@ CO_OP_TRANSLATOR_METADATA: --- -### Osnovno učenje -[![ML za početnike](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science za početnike](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +### Temeljno učenje +[![Strojno učenje za početnike](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Znanost o podacima za početnike](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI za početnike](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Kibernetička sigurnost za početnike](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web razvoj za početnike](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT za početnike](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR razvoj za početnike](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Razvoj XR za početnike](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Serija Copilot -[![Copilot za AI programsko uparivanje](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot za AI u programiranju u paru](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot za C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Copilot avantura](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Dobivanje pomoći -Ako zapnete ili imate pitanja o izradi AI aplikacija. Pridružite se drugim učenicima i iskusnim programerima u raspravama o MCP-u. To je podržavajuća zajednica gdje su pitanja dobrodošla i znanje se slobodno dijeli. +Ako zapnete ili imate bilo kakvih pitanja o izradi AI aplikacija, pridružite se drugim učenicima i iskusnim programerima u raspravama o MCP-u. To je podržavajuća zajednica u kojoj su pitanja dobrodošla, a znanje se slobodno dijeli. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Ako imate povratne informacije o proizvodu ili greške tijekom izrade posjetite: +Ako imate povratne informacije o proizvodu ili primijetite pogreške tijekom izrade, posjetite: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry forum za programere](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Odricanje od odgovornosti**: -Ovaj dokument je preveden pomoću AI usluge za prevođenje [Co-op Translator](https://github.com/Azure/co-op-translator). Iako nastojimo postići točnost, imajte na umu da automatski prijevodi mogu sadržavati pogreške ili netočnosti. Izvorni dokument na izvornom jeziku treba smatrati autoritativnim izvorom. Za kritične informacije preporučuje se profesionalni ljudski prijevod. Ne snosimo odgovornost za bilo kakva nesporazuma ili pogrešna tumačenja koja proizlaze iz korištenja ovog prijevoda. +**Odricanje odgovornosti**: +Ovaj dokument je preveden pomoću AI usluge prevođenja [Co-op Translator](https://github.com/Azure/co-op-translator). Iako nastojimo postići točnost, imajte na umu da automatski prijevodi mogu sadržavati pogreške ili netočnosti. Izvorni dokument na izvornom jeziku treba smatrati mjerodavnim izvorom. Za kritične informacije preporučujemo profesionalni ljudski prijevod. Ne snosimo odgovornost za bilo kakve nesporazume ili pogrešne interpretacije koje proizlaze iz korištenja ovog prijevoda. \ No newline at end of file diff --git a/translations/hu/README.md b/translations/hu/README.md index 04e19183..29b2430c 100644 --- a/translations/hu/README.md +++ b/translations/hu/README.md @@ -1,81 +1,81 @@ -# Generatív mesterséges intelligencia kezdőknek - Java kiadás +# Generatív MI kezdőknek - Java kiadás [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generatív mesterséges intelligencia kezdőknek - Java kiadás](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.hu.png) +![Generatív MI kezdőknek - Java kiadás](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.hu.png) -**Időráfordítás**: A teljes workshop online elvégezhető helyi beállítás nélkül. A környezet beállítása 2 percet vesz igénybe, a minták felfedezése pedig 1-3 órát, a felfedezés mélységétől függően. +**Időráfordítás**: Az egész workshop elvégezhető online, helyi telepítés nélkül. A környezet beállítása körülbelül 2 percet vesz igénybe, a minták felfedezése pedig 1–3 órát igényelhet a mélységtől függően. -> **Gyors kezdés** +> **Gyors kezdés** +> +> 1. Forkold ezt a tárolót a GitHub fiókodba +> 2. Kattints a **Code** → **Codespaces** fülre → **...** → **New with options...** +> 3. Használd az alapértelmezetteket – ez kiválasztja a tanfolyamhoz készített Development containt +> 4. Kattints a **Create codespace** gombra +> 5. Várj ~2 percet, amíg a környezet készen lesz +> 6. Ugorj közvetlenül az [Az első példa](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) részhez -1. Forkold ezt a tárolót a GitHub fiókodba -2. Kattints a **Code** → **Codespaces** fülre → **...** → **Új opciókkal...** -3. Használd az alapértelmezetteket – ez kiválasztja a tanfolyamhoz létrehozott fejlesztői konténert -4. Kattints a **Codespace létrehozása** gombra -5. Várj kb. 2 percet, amíg a környezet készen áll -6. Ugorj közvetlenül az [Első példához](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) - -> **Inkább helyileg klónoznád?** -> -> Ez a tároló több mint 50 nyelvi fordítást tartalmaz, ami jelentősen megnöveli a letöltési méretet. Ha fordítások nélkül szeretnéd klónozni, használj sparse checkout-ot: +> **Inkább helyben klónoznád?** +> +> Ez a tároló több mint 50 nyelvi fordítást tartalmaz, ami jelentősen megnöveli a letöltési méretet. Ha fordítások nélkül szeretnéd klónozni, használj sparse checkoutot: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Ez mindent megad, amire szükséged van a tanfolyam elvégzéséhez, sokkal gyorsabb letöltéssel. +> Ez mindent megad, amire szükséged van a kurzus elvégzéséhez, sokkal gyorsabb letöltéssel. ## Többnyelvű támogatás -### GitHub Action által támogatott (Automatizált és mindig naprakész) +### GitHub Action által támogatott (automatikus és mindig naprakész) -[Arab](../ar/README.md) | [Bengáli](../bn/README.md) | [Bolgár](../bg/README.md) | [Burmai (Mianmar)](../my/README.md) | [Kínai (egyszerűsített)](../zh/README.md) | [Kínai (hagyományos, Hongkong)](../hk/README.md) | [Kínai (hagyományos, Makaó)](../mo/README.md) | [Kínai (hagyományos, Tajvan)](../tw/README.md) | [Horvát](../hr/README.md) | [Cseh](../cs/README.md) | [Dán](../da/README.md) | [Holland](../nl/README.md) | [Észt](../et/README.md) | [Finn](../fi/README.md) | [Francia](../fr/README.md) | [Német](../de/README.md) | [Görög](../el/README.md) | [Héber](../he/README.md) | [Hindi](../hi/README.md) | [Magyar](./README.md) | [Indonéz](../id/README.md) | [Olasz](../it/README.md) | [Japán](../ja/README.md) | [Kannada](../kn/README.md) | [Koreai](../ko/README.md) | [Litván](../lt/README.md) | [Maláj](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepáli](../ne/README.md) | [Nigériai pidgin](../pcm/README.md) | [Norvég](../no/README.md) | [Perzsa (Fárszi)](../fa/README.md) | [Lengyel](../pl/README.md) | [Portugál (Brazília)](../br/README.md) | [Portugál (Portugália)](../pt/README.md) | [Pandzsábi (Gurmukhi)](../pa/README.md) | [Román](../ro/README.md) | [Orosz](../ru/README.md) | [Szerb (cirill)](../sr/README.md) | [Szlovák](../sk/README.md) | [Szlovén](../sl/README.md) | [Spanyol](../es/README.md) | [Szuahéli](../sw/README.md) | [Svéd](../sv/README.md) | [Tagalog (filippínó)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Török](../tr/README.md) | [Ukrán](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnami](../vi/README.md) +[Arab](../ar/README.md) | [Bengáli](../bn/README.md) | [Bolgár](../bg/README.md) | [Burmai (Mianmar)](../my/README.md) | [Kínai (egyszerűsített)](../zh/README.md) | [Kínai (hagyományos, Hongkong)](../hk/README.md) | [Kínai (hagyományos, Makaó)](../mo/README.md) | [Kínai (hagyományos, Tajvan)](../tw/README.md) | [Horvát](../hr/README.md) | [Cseh](../cs/README.md) | [Dán](../da/README.md) | [Holland](../nl/README.md) | [Észt](../et/README.md) | [Finn](../fi/README.md) | [Francia](../fr/README.md) | [Német](../de/README.md) | [Görög](../el/README.md) | [Héber](../he/README.md) | [Hindi](../hi/README.md) | [Magyar](./README.md) | [Indonéz](../id/README.md) | [Olasz](../it/README.md) | [Japán](../ja/README.md) | [Kannada](../kn/README.md) | [Koreai](../ko/README.md) | [Litván](../lt/README.md) | [Maláj](../ms/README.md) | [Malajálam](../ml/README.md) | [Maráthi](../mr/README.md) | [Nepáli](../ne/README.md) | [Nigériai Pidgin](../pcm/README.md) | [Norvég](../no/README.md) | [Perzsa (Farsi)](../fa/README.md) | [Lengyel](../pl/README.md) | [Portugál (Brazília)](../br/README.md) | [Portugál (Portugália)](../pt/README.md) | [Pandzsábi (Gurmukhi)](../pa/README.md) | [Román](../ro/README.md) | [Orosz](../ru/README.md) | [Szerb (cirill)](../sr/README.md) | [Szlovák](../sk/README.md) | [Szlovén](../sl/README.md) | [Spanyol](../es/README.md) | [Szuahéli](../sw/README.md) | [Svéd](../sv/README.md) | [Tagalog (Filippínó)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Török](../tr/README.md) | [Ukrán](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnami](../vi/README.md) -## Tanfolyam felépítése és tanulási útvonal +## Tanfolyam felépítése és tanulási út -### **1. fejezet: Bevezetés a generatív mesterséges intelligenciába** -- **Alapfogalmak**: Nagy nyelvi modellek, tokenek, beágyazások és MI képességek megértése -- **Java MI ökoszisztéma**: Áttekintés a Spring AI és OpenAI SDK-król -- **Model Context Protocol**: Bevezetés az MCP-be és szerepe az MI ügynökök közötti kommunikációban -- **Gyakorlati alkalmazások**: Valós példák, beleértve chatbotokat és tartalomgenerálást -- **[→ Kezdés az 1. fejezettel](./01-IntroToGenAI/README.md)** +### **1. fejezet: Bevezetés a generatív MI-be** +- **Alapfogalmak**: A nagy nyelvi modellek, tokenek, beágyazások és az MI képességeinek megismerése +- **Java MI ökoszisztéma**: Áttekintés a Spring AI és az OpenAI SDK-k használatáról +- **Model Context Protocol**: Bemutatás az MCP-nek és szerepének az MI-ügynökök közötti kommunikációban +- **Gyakorlati alkalmazások**: Valós példák, többek között chatbotok és tartalomgenerálás +- **[→ Indítsd el az 1. fejezetet](./01-IntroToGenAI/README.md)** -### **2. fejezet: Fejlesztői környezet beállítása** -- **Többszolgáltatós konfiguráció**: GitHub modellek, Azure OpenAI és OpenAI Java SDK integrációk beállítása -- **Spring Boot + Spring AI**: Legjobb gyakorlatok vállalati MI alkalmazások fejlesztéséhez -- **GitHub modellek**: Ingyenes MI modell hozzáférés prototípus készítéshez és tanuláshoz (bankkártya nélkül) +### **2. fejezet: Fejlesztőkörnyezet beállítása** +- **Többszolgáltatós konfiguráció**: GitHub Models, Azure OpenAI és OpenAI Java SDK integrációk beállítása +- **Spring Boot + Spring AI**: Legjobb gyakorlatok vállalati MI-alkalmazások fejlesztéséhez +- **GitHub Models**: Ingyenes MI-modell hozzáférés prototípuskészítéshez és tanuláshoz (nem szükséges hitelkártya) - **Fejlesztői eszközök**: Docker konténerek, VS Code és GitHub Codespaces konfiguráció -- **[→ Kezdés a 2. fejezettel](./02-SetupDevEnvironment/README.md)** +- **[→ Indítsd el a 2. fejezetet](./02-SetupDevEnvironment/README.md)** ### **3. fejezet: Alapvető generatív MI technikák** -- **Prompt tervezés**: Technikák az optimális MI modell válaszokhoz -- **Beágyazások és vektorműveletek**: Szemantikus keresés és hasonlóság alapú egyeztetés megvalósítása -- **Retrieval-Augmented Generation (RAG)**: MI kombinálása saját adatforrásokkal -- **Funkcióhívás**: MI képességek bővítése egyedi eszközökkel és bővítményekkel -- **[→ Kezdés a 3. fejezettel](./03-CoreGenerativeAITechniques/README.md)** +- **Prompt tervezés**: Technikák az optimális MI-model válaszok eléréséhez +- **Beágyazások & vektorműveletek**: Szemantikus keresés és hasonlóság alapú egyeztetés megvalósítása +- **Retrieval-Augmented Generation (RAG)**: Az MI és a saját adatforrásaid kombinálása +- **Function Calling**: Az MI képességeinek kiterjesztése egyedi eszközökkel és bővítményekkel +- **[→ Indítsd el a 3. fejezetet](./03-CoreGenerativeAITechniques/README.md)** ### **4. fejezet: Gyakorlati alkalmazások és projektek** -- **Háziállat történet generátor** (`petstory/`): Kreatív tartalomgenerálás GitHub modellekkel -- **Foundry helyi demó** (`foundrylocal/`): Helyi MI modell integráció OpenAI Java SDK-val -- **MCP kalkulátor szolgáltatás** (`calculator/`): Alap Model Context Protocol megvalósítás Spring AI-val -- **[→ Kezdés a 4. fejezettel](./04-PracticalSamples/README.md)** +- **Pet Story Generator** (`petstory/`): Kreatív tartalomgenerálás a GitHub Models használatával +- **Foundry Local Demo** (`foundrylocal/`): Helyi MI-modell integráció az OpenAI Java SDK-val +- **MCP Calculator Service** (`calculator/`): Alapvető Model Context Protocol megvalósítás Spring AI segítségével +- **[→ Indítsd el a 4. fejezetet](./04-PracticalSamples/README.md)** -### **5. fejezet: Felelős MI fejlesztés** -- **GitHub modellek biztonsága**: Beépített tartalomszűrés és biztonsági mechanizmusok tesztelése (kemény blokkok és lágy elutasítások) -- **Felelős MI demó**: Gyakorlati példa arra, hogyan működnek a modern MI biztonsági rendszerek -- **Legjobb gyakorlatok**: Alapvető irányelvek etikus MI fejlesztéshez és bevezetéshez -- **[→ Kezdés az 5. fejezettel](./05-ResponsibleGenAI/README.md)** +### **5. fejezet: Felelős MI-fejlesztés** +- **GitHub Models biztonság**: A beépített tartalomszűrés és biztonsági mechanizmusok tesztelése (szigorú tiltások és lágy elutasítások) +- **Felelős MI bemutató**: Gyakorlati példa arra, hogyan működnek a modern MI-biztonsági rendszerek a gyakorlatban +- **Legjobb gyakorlatok**: Alapvető irányelvek etikus MI-fejlesztéshez és üzembe helyezéshez +- **[→ Indítsd el az 5. fejezetet](./05-ResponsibleGenAI/README.md)** ## További források @@ -102,36 +102,37 @@ CO_OP_TRANSLATOR_METADATA: --- -### Alapvető tanulás +### Alapozó tanfolyamok [![Gépi tanulás kezdőknek](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Adattudomány kezdőknek](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![MI kezdőknek](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Kiberbiztonság kezdőknek](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Webfejlesztés kezdőknek](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT kezdőknek](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![XR fejlesztés kezdőknek](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot sorozat -[![Copilot AI páros programozáshoz](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot az AI páros programozáshoz](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot C#/.NET-hez](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Copilot kaland](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Segítségkérés +## Segítség -Ha elakadnál vagy kérdésed van az AI alkalmazások fejlesztésével kapcsolatban, csatlakozz a többi tanulóhoz és tapasztalt fejlesztőhöz az MCP-ről szóló beszélgetésekben. Ez egy támogató közösség, ahol a kérdések szívesen látottak és a tudás szabadon megosztott. +Ha elakadsz, vagy kérdésed van az AI-alkalmazások fejlesztésével kapcsolatban. Csatlakozz más tanulókhoz és tapasztalt fejlesztőkhöz a MCP-ről folytatott beszélgetésekhez. Ez egy támogató közösség, ahol a kérdések szívesen fogadottak, és a tudást szabadon megosztják. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Ha termék visszajelzésed vagy hibákba ütközöl fejlesztés közben, látogass el ide: +If you have product feedback or errors while building visit: -[![Microsoft Foundry fejlesztői fórum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry Fejlesztői Fórum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Jogi nyilatkozat**: -Ezt a dokumentumot az AI fordító szolgáltatás, a [Co-op Translator](https://github.com/Azure/co-op-translator) segítségével fordítottuk le. Bár a pontosságra törekszünk, kérjük, vegye figyelembe, hogy az automatikus fordítások hibákat vagy pontatlanságokat tartalmazhatnak. Az eredeti dokumentum az anyanyelvén tekintendő hiteles forrásnak. Fontos információk esetén szakmai, emberi fordítást javaslunk. Nem vállalunk felelősséget a fordítás használatából eredő félreértésekért vagy félreértelmezésekért. +Felelősségkizárás: +Ezt a dokumentumot a Co‑op Translator (https://github.com/Azure/co-op-translator) nevű mesterséges intelligencián alapuló fordítószolgáltatással fordítottuk. Bár igyekszünk pontos fordítást biztosítani, kérjük, vegye figyelembe, hogy az automatizált fordítások hibákat vagy pontatlanságokat tartalmazhatnak. Az eredeti, anyanyelvi dokumentum tekintendő mérvadó forrásnak. Kritikus információk esetén professzionális, emberi fordítást javasolunk. Nem vállalunk felelősséget az ezen fordítás használatából eredő félreértésekért vagy téves értelmezésekért. \ No newline at end of file diff --git a/translations/id/README.md b/translations/id/README.md index 3844658f..32c31882 100644 --- a/translations/id/README.md +++ b/translations/id/README.md @@ -1,81 +1,81 @@ -# Generative AI untuk Pemula - Edisi Java +# Generative AI for Beginners - Java Edition [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI untuk Pemula - Edisi Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.id.png) +![AI Generatif untuk Pemula - Edisi Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.id.png) -**Komitmen Waktu**: Seluruh workshop dapat diselesaikan secara online tanpa pengaturan lokal. Pengaturan lingkungan memakan waktu 2 menit, dengan eksplorasi contoh memerlukan 1-3 jam tergantung kedalaman eksplorasi. +**Perkiraan Waktu**: Seluruh workshop dapat diselesaikan secara online tanpa pengaturan lokal. Persiapan lingkungan memakan waktu 2 menit, dengan menjelajahi contoh membutuhkan 1-3 jam tergantung seberapa dalam eksplorasi. > **Mulai Cepat** 1. Fork repositori ini ke akun GitHub Anda 2. Klik **Code** → tab **Codespaces** → **...** → **New with options...** -3. Gunakan default – ini akan memilih kontainer Pengembangan yang dibuat untuk kursus ini +3. Gunakan default – ini akan memilih Development container yang dibuat untuk kursus ini 4. Klik **Create codespace** -5. Tunggu sekitar 2 menit hingga lingkungan siap -6. Langsung lompat ke [Contoh pertama](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. Tunggu ~2 menit hingga lingkungan siap +6. Langsung ke [The first example](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Lebih Suka Clone Secara Lokal?** +> **Lebih suka mengkloning secara lokal?** > -> Repositori ini mencakup lebih dari 50 terjemahan bahasa yang secara signifikan meningkatkan ukuran unduhan. Untuk clone tanpa terjemahan, gunakan sparse checkout: +> Repositori ini menyertakan lebih dari 50 terjemahan bahasa yang secara signifikan meningkatkan ukuran unduhan. Untuk mengkloning tanpa terjemahan, gunakan sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Ini memberi Anda semua yang Anda butuhkan untuk menyelesaikan kursus dengan unduhan yang jauh lebih cepat. +> Ini memberi Anda segala yang Anda perlukan untuk menyelesaikan kursus dengan unduhan yang jauh lebih cepat. -## Dukungan Multi-Bahasa +## Multi-Language Support -### Didukung melalui GitHub Action (Otomatis & Selalu Terbaru) +### Supported via GitHub Action (Automated & Always Up-to-Date) -[Arab](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgaria](../bg/README.md) | [Birma (Myanmar)](../my/README.md) | [Cina (Sederhana)](../zh/README.md) | [Cina (Tradisional, Hong Kong)](../hk/README.md) | [Cina (Tradisional, Macau)](../mo/README.md) | [Cina (Tradisional, Taiwan)](../tw/README.md) | [Kroasia](../hr/README.md) | [Ceko](../cs/README.md) | [Denmark](../da/README.md) | [Belanda](../nl/README.md) | [Estonia](../et/README.md) | [Finlandia](../fi/README.md) | [Prancis](../fr/README.md) | [Jerman](../de/README.md) | [Yunani](../el/README.md) | [Ibrani](../he/README.md) | [Hindi](../hi/README.md) | [Hungaria](../hu/README.md) | [Indonesia](./README.md) | [Italia](../it/README.md) | [Jepang](../ja/README.md) | [Kannada](../kn/README.md) | [Korea](../ko/README.md) | [Lituania](../lt/README.md) | [Melayu](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Pidgin Nigeria](../pcm/README.md) | [Norwegia](../no/README.md) | [Persia (Farsi)](../fa/README.md) | [Polandia](../pl/README.md) | [Portugis (Brasil)](../br/README.md) | [Portugis (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumania](../ro/README.md) | [Rusia](../ru/README.md) | [Serbia (Sirilik)](../sr/README.md) | [Slovakia](../sk/README.md) | [Slovenia](../sl/README.md) | [Spanyol](../es/README.md) | [Swahili](../sw/README.md) | [Swedia](../sv/README.md) | [Tagalog (Filipina)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turki](../tr/README.md) | [Ukraina](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnam](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](./README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) ## Struktur Kursus & Jalur Pembelajaran -### **Bab 1: Pengenalan Generative AI** +### **Bab 1: Pengenalan AI Generatif** - **Konsep Inti**: Memahami Large Language Models, token, embeddings, dan kemampuan AI -- **Ekosistem AI Java**: Gambaran umum Spring AI dan OpenAI SDK -- **Protokol Konteks Model**: Pengenalan MCP dan perannya dalam komunikasi agen AI +- **Ekosistem AI Java**: Ikhtisar Spring AI dan OpenAI SDKs +- **Model Context Protocol**: Pengenalan MCP dan perannya dalam komunikasi agen AI - **Aplikasi Praktis**: Skenario dunia nyata termasuk chatbot dan pembuatan konten -- **[→ Mulai Bab 1](./01-IntroToGenAI/README.md)** +- **[→ Start Chapter 1](./01-IntroToGenAI/README.md)** ### **Bab 2: Pengaturan Lingkungan Pengembangan** -- **Konfigurasi Multi-Penyedia**: Atur GitHub Models, Azure OpenAI, dan integrasi OpenAI Java SDK +- **Konfigurasi Multi-Penyedia**: Menyiapkan GitHub Models, Azure OpenAI, dan integrasi OpenAI Java SDK - **Spring Boot + Spring AI**: Praktik terbaik untuk pengembangan aplikasi AI perusahaan -- **GitHub Models**: Akses model AI gratis untuk prototipe dan pembelajaran (tanpa kartu kredit) +- **GitHub Models**: Akses model AI gratis untuk prototipe dan pembelajaran (tidak memerlukan kartu kredit) - **Alat Pengembangan**: Kontainer Docker, VS Code, dan konfigurasi GitHub Codespaces -- **[→ Mulai Bab 2](./02-SetupDevEnvironment/README.md)** +- **[→ Start Chapter 2](./02-SetupDevEnvironment/README.md)** -### **Bab 3: Teknik Inti Generative AI** +### **Bab 3: Teknik Inti AI Generatif** - **Prompt Engineering**: Teknik untuk respons model AI yang optimal -- **Embeddings & Operasi Vektor**: Terapkan pencarian semantik dan pencocokan kesamaan -- **Retrieval-Augmented Generation (RAG)**: Gabungkan AI dengan sumber data Anda sendiri -- **Pemanggilan Fungsi**: Perluas kemampuan AI dengan alat dan plugin khusus -- **[→ Mulai Bab 3](./03-CoreGenerativeAITechniques/README.md)** +- **Embeddings & Operasi Vektor**: Menerapkan pencarian semantik dan pencocokan kesamaan +- **Retrieval-Augmented Generation (RAG)**: Menggabungkan AI dengan sumber data Anda sendiri +- **Function Calling**: Memperluas kemampuan AI dengan alat dan plugin kustom +- **[→ Start Chapter 3](./03-CoreGenerativeAITechniques/README.md)** -### **Bab 4: Aplikasi Praktis & Proyek** +### **Bab 4: Aplikasi & Proyek Praktis** - **Pet Story Generator** (`petstory/`): Pembuatan konten kreatif dengan GitHub Models -- **Demo Foundry Lokal** (`foundrylocal/`): Integrasi model AI lokal dengan OpenAI Java SDK -- **Layanan Kalkulator MCP** (`calculator/`): Implementasi dasar Model Context Protocol dengan Spring AI -- **[→ Mulai Bab 4](./04-PracticalSamples/README.md)** +- **Foundry Local Demo** (`foundrylocal/`): Integrasi model AI lokal dengan OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Implementasi dasar Model Context Protocol dengan Spring AI +- **[→ Start Chapter 4](./04-PracticalSamples/README.md)** ### **Bab 5: Pengembangan AI yang Bertanggung Jawab** -- **Keamanan GitHub Models**: Uji penyaringan konten bawaan dan mekanisme keamanan (blok keras dan penolakan lunak) -- **Demo AI Bertanggung Jawab**: Contoh langsung yang menunjukkan cara kerja sistem keamanan AI modern dalam praktik +- **Keamanan GitHub Models**: Menguji pemfilteran konten bawaan dan mekanisme keselamatan (pemblokiran keras dan penolakan lunak) +- **Demo AI Bertanggung Jawab**: Contoh langsung yang menunjukkan bagaimana sistem keselamatan AI modern bekerja dalam praktik - **Praktik Terbaik**: Pedoman penting untuk pengembangan dan penerapan AI yang etis -- **[→ Mulai Bab 5](./05-ResponsibleGenAI/README.md)** +- **[→ Start Chapter 5](./05-ResponsibleGenAI/README.md)** ## Sumber Daya Tambahan @@ -86,11 +86,11 @@ CO_OP_TRANSLATOR_METADATA: --- -### Azure / Edge / MCP / Agen +### Azure / Edge / MCP / Agents [![AZD untuk Pemula](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI untuk Pemula](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP untuk Pemula](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Agen AI untuk Pemula](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents untuk Pemula](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- @@ -106,8 +106,9 @@ CO_OP_TRANSLATOR_METADATA: [![ML untuk Pemula](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science untuk Pemula](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI untuk Pemula](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Keamanan Siber untuk Pemula](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Cybersecurity untuk Pemula](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web Dev untuk Pemula](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT untuk Pemula](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![Pengembangan XR untuk Pemula](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) @@ -121,17 +122,17 @@ CO_OP_TRANSLATOR_METADATA: ## Mendapatkan Bantuan -Jika Anda mengalami kesulitan atau memiliki pertanyaan tentang membangun aplikasi AI. Bergabunglah dengan sesama pelajar dan pengembang berpengalaman dalam diskusi tentang MCP. Ini adalah komunitas yang mendukung di mana pertanyaan disambut dan pengetahuan dibagikan secara bebas. +Jika Anda terjebak atau memiliki pertanyaan tentang membangun aplikasi AI. Bergabunglah dengan sesama pelajar dan pengembang berpengalaman dalam diskusi tentang MCP. Ini adalah komunitas yang mendukung di mana pertanyaan disambut dan pengetahuan dibagikan secara bebas. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Jika Anda memiliki umpan balik produk atau menemukan kesalahan saat membangun, kunjungi: +Jika Anda memiliki masukan produk atau menemukan kesalahan saat membangun, kunjungi: [![Forum Pengembang Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Penafian**: -Dokumen ini telah diterjemahkan menggunakan layanan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Meskipun kami berusaha untuk akurasi, harap diingat bahwa terjemahan otomatis mungkin mengandung kesalahan atau ketidakakuratan. Dokumen asli dalam bahasa aslinya harus dianggap sebagai sumber yang sahih. Untuk informasi penting, disarankan menggunakan terjemahan profesional oleh manusia. Kami tidak bertanggung jawab atas kesalahpahaman atau salah tafsir yang timbul dari penggunaan terjemahan ini. +**Penafian**: +Dokumen ini telah diterjemahkan menggunakan layanan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Meskipun kami berupaya mencapai akurasi, harap diingat bahwa terjemahan otomatis mungkin mengandung kesalahan atau ketidakakuratan. Dokumen asli dalam bahasa aslinya harus dianggap sebagai sumber yang sahih. Untuk informasi yang bersifat krusial, disarankan menggunakan terjemahan profesional oleh penerjemah manusia. Kami tidak bertanggung jawab atas kesalahpahaman atau penafsiran yang keliru yang timbul dari penggunaan terjemahan ini. \ No newline at end of file diff --git a/translations/it/README.md b/translations/it/README.md index f6a561c2..e75cd73a 100644 --- a/translations/it/README.md +++ b/translations/it/README.md @@ -1,31 +1,31 @@ -# Intelligenza Artificiale Generativa per Principianti - Edizione Java +# Generative AI per Principianti - Edizione Java [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Intelligenza Artificiale Generativa per Principianti - Edizione Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.it.png) +![Generative AI per Principianti - Edizione Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.it.png) -**Impegno di Tempo**: L'intero workshop può essere completato online senza configurazione locale. La configurazione dell'ambiente richiede 2 minuti, mentre l'esplorazione degli esempi richiede da 1 a 3 ore a seconda della profondità di esplorazione. +**Impegno di tempo**: L'intero workshop può essere completato online senza configurazione locale. La configurazione dell'ambiente richiede 2 minuti, mentre l'esplorazione degli esempi richiede 1-3 ore a seconda della profondità dell'esplorazione. -> **Avvio Rapido** +> **Avvio rapido** -1. Fai il fork di questo repository sul tuo account GitHub -2. Clicca su **Code** → scheda **Codespaces** → **...** → **Nuovo con opzioni...** -3. Usa le impostazioni predefinite – questo selezionerà il contenitore di sviluppo creato per questo corso -4. Clicca su **Crea codespace** -5. Attendi circa 2 minuti che l'ambiente sia pronto +1. Fork di questo repository sul tuo account GitHub +2. Clicca **Code** → scheda **Codespaces** → **...** → **New with options...** +3. Usa i valori predefiniti – questo selezionerà il contenitore di sviluppo creato per questo corso +4. Clicca **Create codespace** +5. Attendi ~2 minuti che l'ambiente sia pronto 6. Vai direttamente a [Il primo esempio](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Preferisci Clonare Localmente?** +> **Preferisci clonare localmente?** > -> Questo repository include oltre 50 traduzioni linguistiche che aumentano significativamente la dimensione del download. Per clonare senza traduzioni, usa il checkout sparso: +> Questo repository include oltre 50 traduzioni delle lingue che aumentano notevolmente la dimensione del download. Per clonare senza le traduzioni, utilizza sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -34,50 +34,50 @@ CO_OP_TRANSLATOR_METADATA: > Questo ti fornisce tutto il necessario per completare il corso con un download molto più veloce. -## Supporto Multilingue +## Supporto multilingue -### Supportato tramite GitHub Action (Automatizzato e Sempre Aggiornato) +### Supportato tramite GitHub Action (Automatico e sempre aggiornato) -[Arabo](../ar/README.md) | [Bengalese](../bn/README.md) | [Bulgaro](../bg/README.md) | [Birmano (Myanmar)](../my/README.md) | [Cinese (Semplificato)](../zh/README.md) | [Cinese (Tradizionale, Hong Kong)](../hk/README.md) | [Cinese (Tradizionale, Macao)](../mo/README.md) | [Cinese (Tradizionale, Taiwan)](../tw/README.md) | [Croato](../hr/README.md) | [Ceco](../cs/README.md) | [Danese](../da/README.md) | [Olandese](../nl/README.md) | [Estone](../et/README.md) | [Finlandese](../fi/README.md) | [Francese](../fr/README.md) | [Tedesco](../de/README.md) | [Greco](../el/README.md) | [Ebraico](../he/README.md) | [Hindi](../hi/README.md) | [Ungherese](../hu/README.md) | [Indonesiano](../id/README.md) | [Italiano](./README.md) | [Giapponese](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malese](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalese](../ne/README.md) | [Pidgin Nigeriano](../pcm/README.md) | [Norvegese](../no/README.md) | [Persiano (Farsi)](../fa/README.md) | [Polacco](../pl/README.md) | [Portoghese (Brasile)](../br/README.md) | [Portoghese (Portogallo)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumeno](../ro/README.md) | [Russo](../ru/README.md) | [Serbo (Cirillico)](../sr/README.md) | [Slovacco](../sk/README.md) | [Sloveno](../sl/README.md) | [Spagnolo](../es/README.md) | [Swahili](../sw/README.md) | [Svedese](../sv/README.md) | [Tagalog (Filippino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thailandese](../th/README.md) | [Turco](../tr/README.md) | [Ucraino](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) +[Arabo](../ar/README.md) | [Bengalese](../bn/README.md) | [Bulgaro](../bg/README.md) | [Birmano (Myanmar)](../my/README.md) | [Cinese (Semplificato)](../zh/README.md) | [Cinese (Tradizionale, Hong Kong)](../hk/README.md) | [Cinese (Tradizionale, Macao)](../mo/README.md) | [Cinese (Tradizionale, Taiwan)](../tw/README.md) | [Croato](../hr/README.md) | [Ceco](../cs/README.md) | [Danese](../da/README.md) | [Olandese](../nl/README.md) | [Estone](../et/README.md) | [Finlandese](../fi/README.md) | [Francese](../fr/README.md) | [Tedesco](../de/README.md) | [Greco](../el/README.md) | [Ebraico](../he/README.md) | [Hindi](../hi/README.md) | [Ungherese](../hu/README.md) | [Indonesiano](../id/README.md) | [Italiano](./README.md) | [Giapponese](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malese](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalese](../ne/README.md) | [Pidgin nigeriano](../pcm/README.md) | [Norvegese](../no/README.md) | [Persiano (Farsi)](../fa/README.md) | [Polacco](../pl/README.md) | [Portoghese (Brasile)](../br/README.md) | [Portoghese (Portogallo)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumeno](../ro/README.md) | [Russo](../ru/README.md) | [Serbo (Cirillico)](../sr/README.md) | [Slovacco](../sk/README.md) | [Sloveno](../sl/README.md) | [Spagnolo](../es/README.md) | [Swahili](../sw/README.md) | [Svedese](../sv/README.md) | [Tagalog (Filippine)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turco](../tr/README.md) | [Ucraino](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) -## Struttura del Corso e Percorso di Apprendimento +## Struttura del corso e percorso di apprendimento -### **Capitolo 1: Introduzione all'Intelligenza Artificiale Generativa** -- **Concetti Fondamentali**: Comprendere i Modelli Linguistici di Grandi Dimensioni, token, embeddings e capacità dell'IA -- **Ecosistema AI Java**: Panoramica di Spring AI e SDK OpenAI -- **Protocollo del Contesto del Modello**: Introduzione a MCP e al suo ruolo nella comunicazione degli agenti AI -- **Applicazioni Pratiche**: Scenari reali inclusi chatbot e generazione di contenuti +### **Capitolo 1: Introduzione all'IA generativa** +- **Concetti chiave**: Comprendere i modelli di linguaggio di grandi dimensioni (LLM), i token, gli embedding e le capacità dell'IA +- **Ecosistema AI in Java**: Panoramica di Spring AI e degli SDK OpenAI +- **Protocollo Model Context**: Introduzione al MCP e al suo ruolo nella comunicazione degli agenti AI +- **Applicazioni pratiche**: Scenari reali inclusi chatbot e generazione di contenuti - **[→ Inizia Capitolo 1](./01-IntroToGenAI/README.md)** -### **Capitolo 2: Configurazione dell'Ambiente di Sviluppo** -- **Configurazione Multi-Provider**: Configura GitHub Models, Azure OpenAI e integrazioni OpenAI Java SDK -- **Spring Boot + Spring AI**: Best practice per lo sviluppo di applicazioni AI aziendali -- **GitHub Models**: Accesso gratuito ai modelli AI per prototipazione e apprendimento (non è richiesta carta di credito) -- **Strumenti di Sviluppo**: Contenitori Docker, VS Code e configurazione GitHub Codespaces +### **Capitolo 2: Configurazione dell'ambiente di sviluppo** +- **Configurazione multi-fornitore**: Configurare GitHub Models, Azure OpenAI e integrazioni con OpenAI Java SDK +- **Spring Boot + Spring AI**: Best practice per lo sviluppo di applicazioni AI enterprise +- **GitHub Models**: Accesso gratuito ai modelli AI per prototipazione e apprendimento (non è richiesta la carta di credito) +- **Strumenti di sviluppo**: container Docker, VS Code e configurazione di GitHub Codespaces - **[→ Inizia Capitolo 2](./02-SetupDevEnvironment/README.md)** -### **Capitolo 3: Tecniche Fondamentali di Intelligenza Artificiale Generativa** -- **Prompt Engineering**: Tecniche per risposte ottimali dai modelli AI -- **Embeddings e Operazioni Vettoriali**: Implementa ricerca semantica e matching di similarità -- **Retrieval-Augmented Generation (RAG)**: Combina l'IA con le tue fonti di dati -- **Function Calling**: Estendi le capacità AI con strumenti e plugin personalizzati +### **Capitolo 3: Tecniche principali di IA generativa** +- **Prompt Engineering**: Tecniche per ottenere risposte ottimali dai modelli AI +- **Embedding e operazioni vettoriali**: Implementare ricerca semantica e confronto di similarità +- **Retrieval-Augmented Generation (RAG)**: Combinare l'IA con le tue fonti di dati +- **Function Calling**: Estendere le capacità dell'IA con strumenti e plugin personalizzati - **[→ Inizia Capitolo 3](./03-CoreGenerativeAITechniques/README.md)** -### **Capitolo 4: Applicazioni Pratiche e Progetti** -- **Generatore di Storie per Animali** (`petstory/`): Generazione creativa di contenuti con GitHub Models -- **Demo Locale Foundry** (`foundrylocal/`): Integrazione locale di modelli AI con OpenAI Java SDK -- **Servizio Calcolatore MCP** (`calculator/`): Implementazione base del Model Context Protocol con Spring AI +### **Capitolo 4: Applicazioni pratiche e progetti** +- **Pet Story Generator** (`petstory/`): Generazione creativa di contenuti con GitHub Models +- **Foundry Local Demo** (`foundrylocal/`): Integrazione di modelli AI locali con OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Implementazione base del Model Context Protocol con Spring AI - **[→ Inizia Capitolo 4](./04-PracticalSamples/README.md)** -### **Capitolo 5: Sviluppo Responsabile dell'IA** -- **Sicurezza GitHub Models**: Testa i filtri di contenuto integrati e i meccanismi di sicurezza (blocchi rigidi e rifiuti soft) -- **Demo di IA Responsabile**: Esempio pratico che mostra come funzionano i moderni sistemi di sicurezza AI -- **Best Practice**: Linee guida essenziali per uno sviluppo e un deployment etici dell'IA +### **Capitolo 5: Sviluppo responsabile dell'IA** +- **Sicurezza di GitHub Models**: Testare il filtraggio dei contenuti integrato e i meccanismi di sicurezza (blocchi rigidi e rifiuti morbidi) +- **Demo di IA responsabile**: Esempio pratico che mostra come funzionano nella pratica i moderni sistemi di sicurezza dell'IA +- **Best practice**: Linee guida essenziali per uno sviluppo e un deployment etici dell'IA - **[→ Inizia Capitolo 5](./05-ResponsibleGenAI/README.md)** -## Risorse Aggiuntive +## Risorse aggiuntive ### LangChain @@ -94,44 +94,44 @@ CO_OP_TRANSLATOR_METADATA: --- -### Serie Intelligenza Artificiale Generativa -[![Intelligenza Artificiale Generativa per Principianti](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Intelligenza Artificiale Generativa (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Intelligenza Artificiale Generativa (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Intelligenza Artificiale Generativa (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Serie IA generativa +[![Generative AI per Principianti](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Apprendimento Fondamentale +### Apprendimento core [![ML per Principianti](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science per Principianti](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![IA per Principianti](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity per Principianti](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Sicurezza informatica per Principianti](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Sviluppo Web per Principianti](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT per Principianti](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Sviluppo XR per Principianti](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Serie Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot per programmazione affiancata con IA](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot per C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Avventura Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Ottenere Aiuto +## Ottenere aiuto -Se rimani bloccato o hai domande sulla creazione di app AI. Unisciti ad altri studenti e sviluppatori esperti nelle discussioni su MCP. È una comunità di supporto dove le domande sono benvenute e la conoscenza viene condivisa liberamente. +Se rimani bloccato o hai domande sulla creazione di app con IA. Unisciti ad altri studenti e sviluppatori esperti nelle discussioni su MCP. È una community di supporto dove le domande sono benvenute e le conoscenze vengono condivise liberamente. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord di Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Se hai feedback sul prodotto o errori durante la creazione visita: +Se hai feedback sul prodotto o riscontri errori durante lo sviluppo, visita: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Forum per sviluppatori Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Disclaimer**: -Questo documento è stato tradotto utilizzando il servizio di traduzione automatica [Co-op Translator](https://github.com/Azure/co-op-translator). Pur impegnandoci per garantire l’accuratezza, si prega di notare che le traduzioni automatiche possono contenere errori o imprecisioni. Il documento originale nella sua lingua nativa deve essere considerato la fonte autorevole. Per informazioni critiche, si raccomanda una traduzione professionale effettuata da un umano. Non ci assumiamo alcuna responsabilità per eventuali malintesi o interpretazioni errate derivanti dall’uso di questa traduzione. +Esclusione di responsabilità: +Questo documento è stato tradotto utilizzando il servizio di traduzione basato su intelligenza artificiale Co-op Translator (https://github.com/Azure/co-op-translator). Pur facendo il possibile per garantire l’accuratezza, si segnala che le traduzioni automatiche possono contenere errori o inesattezze. Il documento originale nella sua lingua d’origine deve essere considerato la fonte autorevole. Per informazioni critiche si raccomanda di ricorrere a una traduzione professionale effettuata da un traduttore umano. Non ci assumiamo alcuna responsabilità per eventuali incomprensioni o interpretazioni errate derivanti dall’uso di questa traduzione. \ No newline at end of file diff --git a/translations/ja/README.md b/translations/ja/README.md index 3d5a74a0..1aa44938 100644 --- a/translations/ja/README.md +++ b/translations/ja/README.md @@ -1,137 +1,138 @@ -# 初心者向け生成AI - Javaエディション -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# ジェネレーティブAI入門 - Java版 +[![Microsoft Foundry の Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![初心者向け生成AI - Javaエディション](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ja.png) +![ジェネレーティブAI入門 - Java版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ja.png) -**所要時間**: ワークショップ全体はローカルセットアップなしでオンラインで完了できます。環境セットアップは2分、サンプルの探索は探索の深さに応じて1～3時間かかります。 +**所要時間**: このワークショップ全体はローカルのセットアップなしでオンラインで完了できます。環境のセットアップには2分、サンプルの確認には深さに応じて1〜3時間かかります。 -> **クイックスタート** +> **クイックスタート** -1. このリポジトリをあなたのGitHubアカウントにフォークする -2. **Code** → **Codespaces** タブ → **...** → **New with options...** をクリック -3. デフォルトを使用 – これにより本コース用に作成された開発コンテナが選択されます -4. **Create codespace** をクリック -5. 環境が準備されるまで約2分待つ -6. すぐに[最初の例](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token)に進む +1. このリポジトリをあなたのGitHubアカウントにフォークしてください +2. 「**Code**」→「**Codespaces**」タブ→「**...**」→「**New with options...**」をクリック +3. デフォルトを使用します — これにより本コース用に作成されたDevelopmentコンテナが選択されます +4. 「**Create codespace**」をクリック +5. 環境が準備されるまで約2分待ちます +6. そのまま[最初の例](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token)へ進む -> **ローカルでクローンしたいですか？** +> **ローカルでクローンしますか？** > -> このリポジトリには50以上の言語翻訳が含まれており、ダウンロードサイズが大幅に増加します。翻訳なしでクローンするにはスパースチェックアウトを使用してください： +> このリポジトリには50以上の言語翻訳が含まれており、ダウンロードサイズが大幅に増加します。翻訳を含めずにクローンするには、スパースチェックアウトを使用してください: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> これにより、コースを完了するために必要なすべてがより高速にダウンロードできます。 +> これにより、はるかに高速にダウンロードでき、本コースを完了するために必要なすべてが得られます。 ## 多言語サポート -### GitHub Actionによるサポート（自動化＆常に最新） +### GitHub Actionでサポート（自動化 & 常に最新） -[アラビア語](../ar/README.md) | [ベンガル語](../bn/README.md) | [ブルガリア語](../bg/README.md) | [ビルマ語（ミャンマー）](../my/README.md) | [中国語（簡体字）](../zh/README.md) | [中国語（繁体字、香港）](../hk/README.md) | [中国語（繁体字、マカオ）](../mo/README.md) | [中国語（繁体字、台湾）](../tw/README.md) | [クロアチア語](../hr/README.md) | [チェコ語](../cs/README.md) | [デンマーク語](../da/README.md) | [オランダ語](../nl/README.md) | [エストニア語](../et/README.md) | [フィンランド語](../fi/README.md) | [フランス語](../fr/README.md) | [ドイツ語](../de/README.md) | [ギリシャ語](../el/README.md) | [ヘブライ語](../he/README.md) | [ヒンディー語](../hi/README.md) | [ハンガリー語](../hu/README.md) | [インドネシア語](../id/README.md) | [イタリア語](../it/README.md) | [日本語](./README.md) | [カンナダ語](../kn/README.md) | [韓国語](../ko/README.md) | [リトアニア語](../lt/README.md) | [マレー語](../ms/README.md) | [マラヤーラム語](../ml/README.md) | [マラーティー語](../mr/README.md) | [ネパール語](../ne/README.md) | [ナイジェリア・ピジン語](../pcm/README.md) | [ノルウェー語](../no/README.md) | [ペルシャ語（ファルシ）](../fa/README.md) | [ポーランド語](../pl/README.md) | [ポルトガル語（ブラジル）](../br/README.md) | [ポルトガル語（ポルトガル）](../pt/README.md) | [パンジャブ語（グルムキー）](../pa/README.md) | [ルーマニア語](../ro/README.md) | [ロシア語](../ru/README.md) | [セルビア語（キリル）](../sr/README.md) | [スロバキア語](../sk/README.md) | [スロベニア語](../sl/README.md) | [スペイン語](../es/README.md) | [スワヒリ語](../sw/README.md) | [スウェーデン語](../sv/README.md) | [タガログ語（フィリピン）](../tl/README.md) | [タミル語](../ta/README.md) | [テルグ語](../te/README.md) | [タイ語](../th/README.md) | [トルコ語](../tr/README.md) | [ウクライナ語](../uk/README.md) | [ウルドゥー語](../ur/README.md) | [ベトナム語](../vi/README.md) +[アラビア語](../ar/README.md) | [ベンガル語](../bn/README.md) | [ブルガリア語](../bg/README.md) | [ビルマ語（ミャンマー）](../my/README.md) | [中国語（簡体字）](../zh/README.md) | [中国語（繁体字、香港）](../hk/README.md) | [中国語（繁体字、マカオ）](../mo/README.md) | [中国語（繁体字、台湾）](../tw/README.md) | [クロアチア語](../hr/README.md) | [チェコ語](../cs/README.md) | [デンマーク語](../da/README.md) | [オランダ語](../nl/README.md) | [エストニア語](../et/README.md) | [フィンランド語](../fi/README.md) | [フランス語](../fr/README.md) | [ドイツ語](../de/README.md) | [ギリシャ語](../el/README.md) | [ヘブライ語](../he/README.md) | [ヒンディー語](../hi/README.md) | [ハンガリー語](../hu/README.md) | [インドネシア語](../id/README.md) | [イタリア語](../it/README.md) | [日本語](./README.md) | [カンナダ語](../kn/README.md) | [韓国語](../ko/README.md) | [リトアニア語](../lt/README.md) | [マレー語](../ms/README.md) | [マラヤーラム語](../ml/README.md) | [マラーティー語](../mr/README.md) | [ネパール語](../ne/README.md) | [ナイジェリア・ピジン語](../pcm/README.md) | [ノルウェー語](../no/README.md) | [ペルシャ語（ファルシ）](../fa/README.md) | [ポーランド語](../pl/README.md) | [ポルトガル語（ブラジル）](../br/README.md) | [ポルトガル語（ポルトガル）](../pt/README.md) | [パンジャブ語（グルムキー）](../pa/README.md) | [ルーマニア語](../ro/README.md) | [ロシア語](../ru/README.md) | [セルビア語（キリル文字）](../sr/README.md) | [スロバキア語](../sk/README.md) | [スロベニア語](../sl/README.md) | [スペイン語](../es/README.md) | [スワヒリ語](../sw/README.md) | [スウェーデン語](../sv/README.md) | [タガログ語（フィリピノ）](../tl/README.md) | [タミル語](../ta/README.md) | [テルグ語](../te/README.md) | [タイ語](../th/README.md) | [トルコ語](../tr/README.md) | [ウクライナ語](../uk/README.md) | [ウルドゥー語](../ur/README.md) | [ベトナム語](../vi/README.md) -## コース構成と学習パス +## コース構成と学習の流れ -### **第1章：生成AIの紹介** -- **コアコンセプト**: 大規模言語モデル、トークン、埋め込み、AIの能力の理解 -- **Java AIエコシステム**: Spring AIとOpenAI SDKの概要 -- **モデルコンテキストプロトコル**: MCPの紹介とAIエージェント間通信における役割 -- **実践的応用**: チャットボットやコンテンツ生成などの実例 -- **[→ 第1章を始める](./01-IntroToGenAI/README.md)** +### **第1章: ジェネレーティブAI入門** +- **コアコンセプト**: 大規模言語モデル、トークン、埋め込み（embeddings）、およびAIの能力の理解 +- **JavaのAIエコシステム**: Spring AIとOpenAI SDKsの概要 +- **Model Context Protocol**: MCPの紹介とAIエージェント間通信での役割 +- **実用的なアプリケーション**: チャットボットやコンテンツ生成を含む実世界のシナリオ +- **[→ 第1章を開始](./01-IntroToGenAI/README.md)** -### **第2章：開発環境のセットアップ** -- **マルチプロバイダー構成**: GitHub Models、Azure OpenAI、OpenAI Java SDKの統合設定 -- **Spring Boot + Spring AI**: エンタープライズAIアプリケーション開発のベストプラクティス +### **第2章: 開発環境のセットアップ** +- **マルチプロバイダー設定**: GitHub Models、Azure OpenAI、OpenAI Java SDK の統合を設定 +- **Spring Boot + Spring AI**: エンタープライズ向けAIアプリケーション開発のベストプラクティス - **GitHub Models**: プロトタイピングと学習のための無料AIモデルアクセス（クレジットカード不要） -- **開発ツール**: Dockerコンテナ、VS Code、GitHub Codespacesの設定 -- **[→ 第2章を始める](./02-SetupDevEnvironment/README.md)** - -### **第3章：生成AIのコア技術** -- **プロンプトエンジニアリング**: 最適なAIモデル応答のための技術 -- **埋め込みとベクトル操作**: セマンティック検索と類似度マッチングの実装 -- **検索拡張生成（RAG）**: AIと独自データソースの組み合わせ -- **関数呼び出し**: カスタムツールやプラグインでAI機能を拡張 -- **[→ 第3章を始める](./03-CoreGenerativeAITechniques/README.md)** - -### **第4章：実践的応用とプロジェクト** -- **ペットストーリー生成器** (`petstory/`): GitHub Modelsを使ったクリエイティブなコンテンツ生成 -- **Foundryローカルデモ** (`foundrylocal/`): OpenAI Java SDKを使ったローカルAIモデル統合 -- **MCP計算サービス** (`calculator/`): Spring AIを使った基本的なモデルコンテキストプロトコル実装 -- **[→ 第4章を始める](./04-PracticalSamples/README.md)** - -### **第5章：責任あるAI開発** -- **GitHub Modelsの安全性**: 組み込みのコンテンツフィルタリングと安全機構（ハードブロックとソフト拒否）のテスト -- **責任あるAIデモ**: 現代のAI安全システムの実践的な動作例 -- **ベストプラクティス**: 倫理的なAI開発と展開のための必須ガイドライン -- **[→ 第5章を始める](./05-ResponsibleGenAI/README.md)** +- **開発ツール**: Dockerコンテナ、VS Code、GitHub Codespaces の構成 +- **[→ 第2章を開始](./02-SetupDevEnvironment/README.md)** + +### **第3章: コアなジェネレーティブAI手法** +- **プロンプトエンジニアリング**: AIモデルの最適な応答のための技術 +- **埋め込みとベクトル操作**: セマンティック検索と類似性マッチングを実装 +- **Retrieval-Augmented Generation (RAG)**: AIを自分のデータソースと組み合わせる +- **関数呼び出し**: カスタムツールやプラグインでAIの機能を拡張 +- **[→ 第3章を開始](./03-CoreGenerativeAITechniques/README.md)** + +### **第4章: 実践的なアプリケーションとプロジェクト** +- **ペットストーリージェネレータ** (`petstory/`): GitHub Models を使ったクリエイティブなコンテンツ生成 +- **Foundry Local デモ** (`foundrylocal/`): OpenAI Java SDK を使ったローカルAIモデル統合 +- **MCP 電卓サービス** (`calculator/`): Spring AI を使った基本的な Model Context Protocol の実装 +- **[→ 第4章を開始](./04-PracticalSamples/README.md)** + +### **第5章: 責任あるAI開発** +- **GitHub Models の安全性**: 組み込みのコンテンツフィルタリングと安全機構（ハードブロックとソフト拒否）をテスト +- **責任あるAIデモ**: 現代のAI安全システムが実際にどのように機能するかを示す実践的な例 +- **ベストプラクティス**: 倫理的なAI開発と展開のための重要なガイドライン +- **[→ 第5章を開始](./05-ResponsibleGenAI/README.md)** ## 追加リソース ### LangChain -[![初心者向けLangChain4j](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![初心者向けLangChain.js](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j 初心者向け](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js 初心者向け](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / エージェント -[![初心者向けAZD](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![初心者向けEdge AI](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![初心者向けMCP](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![初心者向けAIエージェント](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD 初心者向け](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI 初心者向け](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP 初心者向け](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AIエージェント 初心者向け](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### 生成AIシリーズ -[![初心者向け生成AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![生成AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![生成AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![生成AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### ジェネレーティブAIシリーズ +[![ジェネレーティブAI 初心者向け](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![ジェネレーティブAI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![ジェネレーティブAI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![ジェネレーティブAI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### コア学習 -[![初心者向けML](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![初心者向けデータサイエンス](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![初心者向けAI](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![初心者向けサイバーセキュリティ](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![初心者向けWeb開発](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![機械学習 初心者向け](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![データサイエンス 初心者向け](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI初心者向け](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![サイバーセキュリティ 初心者向け](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web開発 初心者向け](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + +[![初心者向け IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![初心者向け XR 開発](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot シリーズ -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![AI ペアプログラミング向け Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET 向け Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot アドベンチャー](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## ヘルプを得る +## ヘルプ -AIアプリの構築で行き詰まったり質問がある場合は、MCPについての議論に参加してください。質問が歓迎され、知識が自由に共有される支援的なコミュニティです。 +AI アプリの作成で行き詰まったり質問がある場合は、MCP に関する議論に参加してください。他の学習者や経験豊富な開発者と意見交換ができます。ここは質問が歓迎され、知識が自由に共有される支援的なコミュニティです。 -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry の Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -製品のフィードバックや構築中のエラーがある場合は、以下をご覧ください： +If you have product feedback or errors while building visit: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry 開発者フォーラム](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**免責事項**： -本書類はAI翻訳サービス「Co-op Translator」（https://github.com/Azure/co-op-translator）を使用して翻訳されました。正確性の向上に努めておりますが、自動翻訳には誤りや不正確な部分が含まれる可能性があります。原文の言語による文書が正式な情報源とみなされるべきです。重要な情報については、専門の人間による翻訳を推奨します。本翻訳の利用により生じた誤解や誤訳について、当方は一切の責任を負いかねます。 +免責事項: +この文書はAI翻訳サービス「Co‑op Translator」（https://github.com/Azure/co-op-translator）を用いて翻訳されました。正確さには努めていますが、自動翻訳には誤りや不正確な箇所が含まれる可能性があります。原文（原言語の文書）を正式な出典としてご確認ください。重要な情報については、専門の翻訳者による人による翻訳を推奨します。本翻訳の利用に起因するいかなる誤解や解釈の相違についても、当方は責任を負いません。 \ No newline at end of file diff --git a/translations/kn/README.md b/translations/kn/README.md index 099a0522..36476207 100644 --- a/translations/kn/README.md +++ b/translations/kn/README.md @@ -1,92 +1,92 @@ -# ಆರಂಭಿಕರಿಗಾಗಿ ಜನರೇಟಿವ್ AI - ಜಾವಾ ಆವೃತ್ತಿ +# Generative AI for Beginners - Java Edition [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) ![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.kn.png) -**ಸಮಯ ಬದ್ಧತೆ**: ಸಂಪೂರ್ಣ ಕಾರ್ಯಾಗಾರವನ್ನು ಸ್ಥಳೀಯ ಸೆಟಪ್ ಇಲ್ಲದೆ ಆನ್‌ಲೈನ್‌ನಲ್ಲಿ ಪೂರ್ಣಗೊಳಿಸಬಹುದು. ಪರಿಸರ ಸೆಟಪ್‌ಗೆ 2 ನಿಮಿಷಗಳು ಬೇಕಾಗುತ್ತದೆ, ಮತ್ತು ಮಾದರಿಗಳನ್ನು ಅನ್ವೇಷಿಸಲು 1-3 ಗಂಟೆಗಳವರೆಗೆ ಅವಲಂಬಿಸಿರುತ್ತದೆ. +**Time Commitment**: ಸಂಪೂರ್ಣ ವರ್ಕ್‌ಶಾಪ್ ಸ್ಥಳೀಯ ಸജ್ಜುಗೊಂಡಿಲ್ಲದೆ ಆನ್ಲೈನಲ್ಲೇ ಪೂರ್ಣಗೊಳ್ಳಬಹುದು. ಪರಿಸರವನ್ನು ಸಿದ್ಧಪಡಿಸಲು ಸುಮಾರು 2 ನಿಮಿಷಗಳು ಬೇಕಾಗುತ್ತವೆ, ಮತ್ತು ಮಾದರಿಗಳನ್ನು ಪರಿಶೀಲಿಸಲು ಅವಲೋಕನದ ಆಳೈತೆಯಲ್ಲಿ ಆಧರಿಸಿ 1–3 ಗಂಟೆಗಳು ಬೇಕಾಗಬಹುದು. -> **ತ್ವರಿತ ಪ್ರಾರಂಭ** +> **Quick Start** -1. ಈ ರೆಪೊಸಿಟರಿಯನ್ನು ನಿಮ್ಮ GitHub ಖಾತೆಗೆ ಫೋರ್ಕ್ ಮಾಡಿ -2. **Code** → **Codespaces** ಟ್ಯಾಬ್ → **...** → **New with options...** ಕ್ಲಿಕ್ ಮಾಡಿ -3. ಡೀಫಾಲ್ಟ್‌ಗಳನ್ನು ಬಳಸಿ – ಇದು ಈ ಕೋರ್ಸ್‌ಗೆ ರಚಿಸಲಾದ ಡೆವಲಪ್‌ಮೆಂಟ್ ಕಂಟೈನರ್ ಆಯ್ಕೆಮಾಡುತ್ತದೆ -4. **Create codespace** ಕ್ಲಿಕ್ ಮಾಡಿ +1. ಈ ರೆಪೊಸಿಟರಿಯನ್ನು ನಿಮ್ಮ GitHub ಖಾತೆಗೆ Fork ಮಾಡಿ +2. ಕ್ಲಿಕ್ ಮಾಡಿ **Code** → **Codespaces** ಟ್ಯಾಬ್ → **...** → **New with options...** +3. ಡೀಫಾಲ್ಟ್‌ಗಳನ್ನು ಬಳಸಿ – ಇದು ಈ ಕೋರ್ಸ್‌ಗಾಗಿ ರಚಿಸಲಾದ Development container ಅನ್ನು ಆಯ್ಕೆಮಾಡುತ್ತದೆ +4. ಕ್ಲಿಕ್ ಮಾಡಿ **Create codespace** 5. ಪರಿಸರ ಸಿದ್ಧವಾಗಲು ~2 ನಿಮಿಷಗಳವರೆಗೆ ಕಾಯಿರಿ -6. ನೇರವಾಗಿ [ಮೊದಲ ಉದಾಹರಣೆಗೆ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) ಹೋಗಿ +6. ನೇರವಾಗಿ [ಪ್ರಥಮ ಉದಾಹರಣೆಗೆ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) ಹೋಗಿ -> **ಸ್ಥಳೀಯವಾಗಿ ಕ್ಲೋನ್ ಮಾಡಬೇಕೆ?** +> **Prefer to Clone Locally?** > -> ಈ ರೆಪೊಸಿಟರಿಯಲ್ಲಿ 50+ ಭಾಷಾ ಅನುವಾದಗಳು ಸೇರಿವೆ, ಇದು ಡೌನ್‌ಲೋಡ್ ಗಾತ್ರವನ್ನು ಬಹಳ ಹೆಚ್ಚಿಸುತ್ತದೆ. ಅನುವಾದಗಳಿಲ್ಲದೆ ಕ್ಲೋನ್ ಮಾಡಲು, ಸ್ಪಾರ್ಸ್ ಚೆಕೌಟ್ ಬಳಸಿ: +> ಈ ರೆಪೊಸಿಟರಿ 50+ ಭಾಷಾ અનુವಾದಗಳನ್ನು ಒಳಗೊಂಡಿದೆ, ಇದು ಡೌನ್‌ಲೋಡ್ ಗಾತ್ರವನ್ನು ಬಹಳ ಪ್ರಮಾಣದಲ್ಲಿ ಹೆಚ್ಚಿಸುತ್ತದೆ. ಅನುوادಗಳಿಲ್ಲದೆ ಕ್ಲೋನ್ ಮಾಡಲು sparse checkout ಬಳಸಿ: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> ಇದು ಕೋರ್ಸ್ ಪೂರ್ಣಗೊಳಿಸಲು ಬೇಕಾದ ಎಲ್ಲವನ್ನೂ ಬಹಳ ವೇಗವಾಗಿ ಡೌನ್‌ಲೋಡ್ ಮಾಡುತ್ತದೆ. +> ಇದು ಕೋರ್ಸ್ ಪೂರ್ಣಗೊಳ್ಳಿಸಲು ನಿಮಗೆ ಬೇಕಾದ ಎಲ್ಲಾ ವಿಷಯಗಳನ್ನು ಒದಗಿಸುತ್ತದೆ ಮತ್ತು ಡೌನ್‌ಲೋಡ್ ಅನ್ನು ಬಹಳ ವೇಗವಾಗಿ ಮಾಡುತ್ತದೆ. -## ಬಹುಭಾಷಾ ಬೆಂಬಲ +## Multi-Language Support -### GitHub ಕ್ರಿಯೆಯಿಂದ ಬೆಂಬಲಿತ (ಸ್ವಯಂಚಾಲಿತ ಮತ್ತು ಸದಾ ನವೀಕರಿಸಲಾಗುತ್ತದೆ) +### Supported via GitHub Action (Automated & Always Up-to-Date) -[ಅರೇಬಿಕ್](../ar/README.md) | [ಬಂಗಾಳಿ](../bn/README.md) | [ಬಲ್ಗೇರಿಯನ್](../bg/README.md) | [ಬರ್ಮೀಸ್ (ಮಯನ್ಮಾರ್)](../my/README.md) | [ಚೈನೀಸ್ (ಸರಳೀಕೃತ)](../zh/README.md) | [ಚೈನೀಸ್ (ಪಾರಂಪರಿಕ, ಹಾಂಗ್ ಕಾಂಗ್)](../hk/README.md) | [ಚೈನೀಸ್ (ಪಾರಂಪರಿಕ, ಮಕಾವು)](../mo/README.md) | [ಚೈನೀಸ್ (ಪಾರಂಪರಿಕ, ತೈವಾನ್)](../tw/README.md) | [ಕ್ರೊಯೇಷಿಯನ್](../hr/README.md) | [ಚೆಕ್](../cs/README.md) | [ಡ್ಯಾನಿಷ್](../da/README.md) | [ಡಚ್](../nl/README.md) | [ಎಸ್ಟೋನಿಯನ್](../et/README.md) | [ಫಿನ್ನಿಷ್](../fi/README.md) | [ಫ್ರೆಂಚ್](../fr/README.md) | [ಜರ್ಮನ್](../de/README.md) | [ಗ್ರೀಕ್](../el/README.md) | [ಹೆಬ್ರೂ](../he/README.md) | [ಹಿಂದಿ](../hi/README.md) | [ಹಂಗೇರಿಯನ್](../hu/README.md) | [ಇಂಡೋನೇಶಿಯನ್](../id/README.md) | [ಇಟಾಲಿಯನ್](../it/README.md) | [ಜಪಾನೀಸ್](../ja/README.md) | [ಕನ್ನಡ](./README.md) | [ಕೊರಿಯನ್](../ko/README.md) | [ಲಿಥುವೇನಿಯನ್](../lt/README.md) | [ಮಲಯ್](../ms/README.md) | [ಮಲಯಾಳಂ](../ml/README.md) | [ಮರಾಠಿ](../mr/README.md) | [ನೇಪಾಳಿ](../ne/README.md) | [ನೈಜೀರಿಯನ್ ಪಿಡ್ಗಿನ್](../pcm/README.md) | [ನಾರ್ವೇಜಿಯನ್](../no/README.md) | [ಪರ್ಶಿಯನ್ (ಫಾರ್ಸಿ)](../fa/README.md) | [ಪೋಲಿಷ್](../pl/README.md) | [ಪೋರ್ಚುಗೀಸ್ (ಬ್ರೆಜಿಲ್)](../br/README.md) | [ಪೋರ್ಚುಗೀಸ್ (ಪೋರ್ಚುಗಲ್)](../pt/README.md) | [ಪಂಜಾಬಿ (ಗುರ್ಮುಖಿ)](../pa/README.md) | [ರೋಮೇನಿಯನ್](../ro/README.md) | [ರಷ್ಯನ್](../ru/README.md) | [ಸರ್ಬಿಯನ್ (ಸಿರಿಲಿಕ್)](../sr/README.md) | [ಸ್ಲೋವಾಕ್](../sk/README.md) | [ಸ್ಲೋವೇನಿಯನ್](../sl/README.md) | [ಸ್ಪ್ಯಾನಿಷ್](../es/README.md) | [ಸ್ವಾಹಿಲಿ](../sw/README.md) | [ಸ್ವೀಡಿಷ್](../sv/README.md) | [ಟಾಗಾಲೋಗ್ (ಫಿಲಿಪಿನೋ)](../tl/README.md) | [ತಮಿಳು](../ta/README.md) | [ತೆಲುಗು](../te/README.md) | [ಥಾಯ್](../th/README.md) | [ಟರ್ಕಿಷ್](../tr/README.md) | [ಉಕ್ರೇನಿಯನ್](../uk/README.md) | [ಉರ್ದು](../ur/README.md) | [ವಿಯೆಟ್ನಾಮೀಸ್](../vi/README.md) +[ಅರೆಬಿಕ್](../ar/README.md) | [ಬಂಗಾಲಿ](../bn/README.md) | [ಬುಲ್ಗೇರಿಯನ್](../bg/README.md) | [ಬರ್ಮೀಸ್ (ಮ್ಯಾನ್‌ಮಾರ್)](../my/README.md) | [ಚೈನೀಸ್ (ಸರಳೀಕೃತ)](../zh/README.md) | [ಚೈನೀಸ್ (ಸಂಪ್ರದಾಯಿಕ, ಹಾಂಗ್ ಕಾಂಗ್)](../hk/README.md) | [ಚೈನೀಸ್ (ಸಂಪ್ರದಾಯಿಕ, ಮಾಕಾವ್)](../mo/README.md) | [ಚೈನೀಸ್ (ಸಂಪ್ರದಾಯಿಕ, ತೈವಾನ್)](../tw/README.md) | [ಕ್ರೊಯೇಷಿಯನ್](../hr/README.md) | [ಚೆಕ್](../cs/README.md) | [ಡ್ಯಾನಿಶ್](../da/README.md) | [ಡಚ್](../nl/README.md) | [ಎಸ್ಟೋನಿಯನ್](../et/README.md) | [ಫಿನ್ನಿಶ್](../fi/README.md) | [ಫ್ರೆಂಚ್](../fr/README.md) | [ಜರ್ಮನ್](../de/README.md) | [ಗ್ರೀಕ್](../el/README.md) | [ಹೀಬ್ರೂ](../he/README.md) | [ಹಿಂದಿ](../hi/README.md) | [ಹಂಗೇರಿಯನ್](../hu/README.md) | [ಇಂಡೋನೇಶಿಯನ್](../id/README.md) | [ಇಟಾಲಿಯನ್](../it/README.md) | [জಪಾನ್‌ese](../ja/README.md) | [ಕನ್ನಡ](./README.md) | [ಕೊರಿಯನ್](../ko/README.md) | [ಲಿಥುವೇನಿಯನ್](../lt/README.md) | [ಮಲಯ್](../ms/README.md) | [ಮಲಯಾಳಂ](../ml/README.md) | [ಮರಾಠಿ](../mr/README.md) | [ನೇಪಾಳಿ](../ne/README.md) | [ನೈಜೀರಿಯನ್ ಪിഡ್ಗಿನ್](../pcm/README.md) | [ನಾರ್ವೇಶಿಯನ್](../no/README.md) | [ಪರ್ಶಿಯನ್ (ಫಾರ್ಸಿ)](../fa/README.md) | [ಪೋಲಿಷ್](../pl/README.md) | [ಪೋರ್ಚುಗೀಸ್ (ಬ್ರೆಜಿಲ್)](../br/README.md) | [ಪೋರ್ಚುಗೀಸ್ (ಪೋರ್ಟುಗಲ್)](../pt/README.md) | [ಪುಂಜಾಬಿ (ಗುರ್ಮುಖಿ)](../pa/README.md) | [ರೊಮೇನಿಯನ್](../ro/README.md) | [ರಷ್ಯನ್](../ru/README.md) | [ಸರ್ಬಿಯನ್ (ಸಿರಿಲಿಕ್)](../sr/README.md) | [ಸ್ಲೋವಾಕ್](../sk/README.md) | [ಸ್ಲೋವೇನಿಯನ್](../sl/README.md) | [ಸ್ಪ್ಯಾನಿಷ್](../es/README.md) | [ಸ್ವಾಹಿಲಿ](../sw/README.md) | [ಸ್ವೀಡಿಷ್](../sv/README.md) | [ಟಾಗಾಲೋಗ್ (ಫಿಲಿಪಿನೋ)](../tl/README.md) | [ತಮಿಳು](../ta/README.md) | [ತೆಲುಗು](../te/README.md) | [ಥಾಯ್](../th/README.md) | [ಟರ್ಕಿಶ್](../tr/README.md) | [ಉಕ್ರೇನಿಯನ್](../uk/README.md) | [ಉರ್ದು](../ur/README.md) | [ವಿಯೆಟ್ನಾಮೀಸ್](../vi/README.md) -## ಕೋರ್ಸ್ ರಚನೆ ಮತ್ತು ಕಲಿಕೆಯ ಮಾರ್ಗ - -### **ಅಧ್ಯಾಯ 1: ಜನರೇಟಿವ್ AI ಗೆ ಪರಿಚಯ** -- **ಮೂಲಭೂತ ತತ್ವಗಳು**: ದೊಡ್ಡ ಭಾಷಾ ಮಾದರಿಗಳು, ಟೋಕನ್ಗಳು, ಎಂಬೆಡ್ಡಿಂಗ್‌ಗಳು ಮತ್ತು AI ಸಾಮರ್ಥ್ಯಗಳ ಅರ್ಥ -- **ಜಾವಾ AI ಪರಿಸರ**: ಸ್ಪ್ರಿಂಗ್ AI ಮತ್ತು OpenAI SDKಗಳ ಅವಲೋಕನ -- **ಮಾದರಿ ಸಂಧರ್ಭ ಪ್ರೋಟೋಕಾಲ್**: MCP ಪರಿಚಯ ಮತ್ತು AI ಏಜೆಂಟ್ ಸಂವಹನದಲ್ಲಿ ಅದರ ಪಾತ್ರ -- **ಪ್ರಾಯೋಗಿಕ ಅನ್ವಯಿಕೆಗಳು**: ಚಾಟ್‌ಬಾಟ್‌ಗಳು ಮತ್ತು ವಿಷಯ ರಚನೆ ಸೇರಿದಂತೆ ನೈಜ ಜಗತ್ತಿನ ದೃಶ್ಯಗಳು -- **[→ ಅಧ್ಯಾಯ 1 ಪ್ರಾರಂಭಿಸಿ](./01-IntroToGenAI/README.md)** - -### **ಅಧ್ಯಾಯ 2: ಅಭಿವೃದ್ಧಿ ಪರಿಸರ ಸೆಟಪ್** -- **ಬಹು-ಪ್ರದಾತಾ ಸಂರಚನೆ**: GitHub ಮಾದರಿಗಳು, ಅಜೂರ್ OpenAI, ಮತ್ತು OpenAI ಜಾವಾ SDK ಸಂಯೋಜನೆಗಳನ್ನು ಸೆಟ್‌ಅಪ್ ಮಾಡಿ -- **ಸ್ಪ್ರಿಂಗ್ ಬೂಟ್ + ಸ್ಪ್ರಿಂಗ್ AI**: ಎಂಟರ್‌ಪ್ರೈಸ್ AI ಅಪ್ಲಿಕೇಶನ್ ಅಭಿವೃದ್ಧಿಗೆ ಉತ್ತಮ ಅಭ್ಯಾಸಗಳು -- **GitHub ಮಾದರಿಗಳು**: ಪ್ರೋಟೋಟೈಪಿಂಗ್ ಮತ್ತು ಕಲಿಕೆಗೆ ಉಚಿತ AI ಮಾದರಿ ಪ್ರವೇಶ (ಕ್ರೆಡಿಟ್ ಕಾರ್ಡ್ ಅಗತ್ಯವಿಲ್ಲ) -- **ಅಭಿವೃದ್ಧಿ ಸಾಧನಗಳು**: ಡಾಕರ್ ಕಂಟೈನರ್‌ಗಳು, VS ಕೋಡ್, ಮತ್ತು GitHub ಕೋಡ್ಸ್‌ಪೇಸ್‌ಗಳ ಸಂರಚನೆ -- **[→ ಅಧ್ಯಾಯ 2 ಪ್ರಾರಂಭಿಸಿ](./02-SetupDevEnvironment/README.md)** - -### **ಅಧ್ಯಾಯ 3: ಮೂಲ ಜನರೇಟಿವ್ AI ತಂತ್ರಗಳು** -- **ಪ್ರಾಂಪ್ಟ್ ಎಂಜಿನಿಯರಿಂಗ್**: ಉತ್ತಮ AI ಮಾದರಿ ಪ್ರತಿಕ್ರಿಯೆಗಾಗಿ ತಂತ್ರಗಳು -- **ಎಂಬೆಡ್ಡಿಂಗ್‌ಗಳು ಮತ್ತು ವೆಕ್ಟರ್ ಕಾರ್ಯಾಚರಣೆಗಳು**: ಅರ್ಥಪೂರ್ಣ ಹುಡುಕಾಟ ಮತ್ತು ಸಾದೃಶ್ಯ ಹೊಂದಾಣಿಕೆ ಅನುಷ್ಠಾನ -- **ರಿಟ್ರಿವಲ್-ಆಗ್ಮೆಂಟೆಡ್ ಜನರೇಶನ್ (RAG)**: ನಿಮ್ಮ ಸ್ವಂತ ಡೇಟಾ ಮೂಲಗಳೊಂದಿಗೆ AI ಸಂಯೋಜನೆ -- **ಫಂಕ್ಷನ್ ಕಾಲಿಂಗ್**: ಕಸ್ಟಮ್ ಸಾಧನಗಳು ಮತ್ತು ಪ್ಲಗಿನ್‌ಗಳೊಂದಿಗೆ AI ಸಾಮರ್ಥ್ಯ ವಿಸ್ತರಣೆ -- **[→ ಅಧ್ಯಾಯ 3 ಪ್ರಾರಂಭಿಸಿ](./03-CoreGenerativeAITechniques/README.md)** - -### **ಅಧ್ಯಾಯ 4: ಪ್ರಾಯೋಗಿಕ ಅನ್ವಯಿಕೆಗಳು ಮತ್ತು ಯೋಜನೆಗಳು** -- **ಪೆಟ್ ಸ್ಟೋರಿ ಜನರೇಟರ್** (`petstory/`): GitHub ಮಾದರಿಗಳೊಂದಿಗೆ ಸೃಜನಾತ್ಮಕ ವಿಷಯ ರಚನೆ -- **ಫೌಂಡ್ರಿ ಸ್ಥಳೀಯ ಡೆಮೊ** (`foundrylocal/`): OpenAI ಜಾವಾ SDK ಮೂಲಕ ಸ್ಥಳೀಯ AI ಮಾದರಿ ಸಂಯೋಜನೆ -- **MCP ಕ್ಯಾಲ್ಕ್ಯುಲೇಟರ್ ಸೇವೆ** (`calculator/`): ಸ್ಪ್ರಿಂಗ್ AI ಮೂಲಕ ಮೂಲ ಮಾದರಿ ಸಂಧರ್ಭ ಪ್ರೋಟೋಕಾಲ್ ಅನುಷ್ಠಾನ -- **[→ ಅಧ್ಯಾಯ 4 ಪ್ರಾರಂಭಿಸಿ](./04-PracticalSamples/README.md)** - -### **ಅಧ್ಯಾಯ 5: ಜವಾಬ್ದಾರಿಯುತ AI ಅಭಿವೃದ್ಧಿ** -- **GitHub ಮಾದರಿಗಳ ಸುರಕ್ಷತೆ**: ಒಳಗೊಂಡ ವಿಷಯ ಫಿಲ್ಟರಿಂಗ್ ಮತ್ತು ಸುರಕ್ಷತಾ ವ್ಯವಸ್ಥೆಗಳ ಪರೀಕ್ಷೆ (ಕಠಿಣ ತಡೆಗಳು ಮತ್ತು ಮೃದು ನಿರಾಕರಣೆಗಳು) -- **ಜವಾಬ್ದಾರಿಯುತ AI ಡೆಮೊ**: ಆಧುನಿಕ AI ಸುರಕ್ಷತಾ ವ್ಯವಸ್ಥೆಗಳು ಹೇಗೆ ಕಾರ್ಯನಿರ್ವಹಿಸುತ್ತವೆ ಎಂಬುದರ ಕೈಗೊಂಡ ಉದಾಹರಣೆ -- **ಉತ್ತಮ ಅಭ್ಯಾಸಗಳು**: ನೈತಿಕ AI ಅಭಿವೃದ್ಧಿ ಮತ್ತು ನಿಯೋಜನೆಗಾಗಿ ಅಗತ್ಯ ಮಾರ್ಗದರ್ಶಿಗಳು -- **[→ ಅಧ್ಯಾಯ 5 ಪ್ರಾರಂಭಿಸಿ](./05-ResponsibleGenAI/README.md)** - -## ಹೆಚ್ಚುವರಿ ಸಂಪನ್ಮೂಲಗಳು +## Course Structure & Learning Path + +### **ಅಧ್ಯಾಯ 1: ಜನರೇಟಿವ್ ಎಐಗೆ ಪರಿಚಯ** +- **ಪ್ರಮುಖ ಸಂकल्पನೆಗಳು**: ದೊಡ್ಡ ಭಾಷಾ ಮಾದರಿಗಳು, ಟೋಕನ್‌ಗಳು, ಎಂಬೆಡ್ಡಿಂಗ್‌ಗಳು ಮತ್ತು ಎಐ ಸಾಮರ್ಥ್ಯಗಳನ್ನು ಅರ್ಥಮಾಡಿಕೊಳ್ಳುವುದು +- **ಜಾವಾ ಎಐ ಪರಿಸರ**: Spring AI ಮತ್ತು OpenAI SDKs ಕುರಿತು ಅವಲೋಕನ +- **Model Context Protocol**: MCP ಗೆ ಪರಿಚಯ ಮತ್ತು ಎಐ ಏಜೆಂಟ್ ಸಂವಹನದಲ್ಲಿ ಅದರ ಪಾತ್ರ +- **ಪ್ರಾಯೋಗಿಕ ಅನ್ವಯಗಳು**: ಚಾಟ್‌ಬಾಟ್‌ಗಳು ಮತ್ತು ವಿಷಯ ರಚನೆ ಸೇರಿದಂತೆ ವಾಸ್ತವಿಕ ದೃಶ್ಯಗಳು +- **[→ ಪ್ರಾರಂಭಿಸಿ ಅಧ್ಯಾಯ 1](./01-IntroToGenAI/README.md)** + +### **ಅಧ್ಯಾಯ 2: ಅಭಿವೃದ್ಧಿ ಪರಿಸರವನ್ನು ಹಾಕಿಕೊಳ್ಳುವುದು** +- **ಬಹು-ಪ್ರೊವೈಡರ್ ಸಂರಚನೆ**: GitHub Models, Azure OpenAI, ಮತ್ತು OpenAI Java SDK ಇಂಟಿಗ್ರೇಶನ್‌ಗಳನ್ನು ಸೆಟ್‌ಅಪ್ ಮಾಡುವುದು +- **Spring Boot + Spring AI**: ಎಂಟರ್‌ಪ್ರೈಸ್ ಎಐ ಅಪ್ಲಿಕೇಶನ್ ಅಭಿವೃದ್ಧಿಗಾಗಿ ಉತ್ತಮ ಅಭ್ಯಾಸಗಳು +- **GitHub Models**: ಪ್ರೋಟೋಟೈಪಿಂಗ್ ಮತ್ತು ಕಲಿಕೆಗೆ ಉಚಿತ ಎಐ ಮಾದರಿ ಪ್ರವೇಶ (ಕ್ರೆಡಿಟ್ ಕಾರ್ಡ್ ಅಗತ್ಯವಿಲ್ಲ) +- **ಅಭಿವೃದ್ಧಿ ಸಾಧನಗಳು**: Docker ಕಂಟೈನರ್‌ಗಳು, VS Code, ಮತ್ತು GitHub Codespaces ಸಂರಚನೆ +- **[→ ಪ್ರಾರಂಭಿಸಿ ಅಧ್ಯಾಯ 2](./02-SetupDevEnvironment/README.md)** + +### **ಅಧ್ಯಾಯ 3: ಕೋರ್ ಜನರೇಟಿವ್ ಎಐ ತಂತ್ರಗಳು** +- **ಪ್ರಾಂಪ್ಟ್ ಎಂಜಿನಿಯರಿಂಗ್**: ಅತ್ಯುತ್ತಮ ಎಐ ಮಾದರಿ ಪ್ರತಿಕ್ರಿಯೆಗಾಗಿ ತಂತ್ರಗಳು +- **ಎಂಬೆಡ್ಡಿಂಗ್‌ಗಳು & ವೆಕ್ಟರ್ ಕಾರ್ಯಾಚರಣೆಗಳು**: ಸೆಮ್ಯಾಂಟಿಕ್ ಹುಡುಕಾಟ ಮತ್ತು ಸಾದೃಶ್ಯ ಹೊಂದಾಣಿಕೆಯನ್ನು ಅನುಷ್ಠಾನಗೊಳಿಸಿ +- **Retrieval-Augmented Generation (RAG)**: ನಿಮ್ಮದೇ ಡೇಟಾ ಮೂಲಗಳೊಂದಿಗೆ ಎಐ ಅನ್ನು ಸಂಯೋಜಿಸಿ +- **ಫಂಕ್ಷನ್ ಕಾಲಿಂಗ್**: ಕಸ್ಟಮ್ ಉಪಕರಣಗಳು ಮತ್ತು ಪ್ಲಗಿನ್‌ಗಳೊಂದಿಗೆ ಎಐ ಸಾಮರ್ಥ್ಯಗಳನ್ನು ವಿಸ್ತರಿಸಿ +- **[→ ಪ್ರಾರಂಭಿಸಿ ಅಧ್ಯಾಯ 3](./03-CoreGenerativeAITechniques/README.md)** + +### **ಅಧ್ಯಾಯ 4: ಪ್ರಾಯೋಗಿಕ ಅನ್ವಯಗಳು & ಪ್ರಾಜೆಕ್ಟ್ಗಳು** +- **Pet Story Generator** (`petstory/`): GitHub Models ಬಳಸಿ ಸೃಜನಾತ್ಮಕ ವಿಷಯ ರಚನೆ +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK ಮೂಲಕ ಸ್ಥಳೀಯ ಎಐ ಮಾದರಿ ಇಂಟಿಗ್ರೇಶನ್ +- **MCP Calculator Service** (`calculator/`): Spring AI ಜೊತೆ ಮೂಲ Model Context Protocol ಅನುಷ್ಠಾನ +- **[→ ಪ್ರಾರಂಭಿಸಿ ಅಧ್ಯಾಯ 4](./04-PracticalSamples/README.md)** + +### **ಅಧ್ಯಾಯ 5: ಜವಾಬ್ದಾರಿಯುತ ಎಐ ಅಭಿವೃದ್ಧಿ** +- **GitHub Models ಸುರಕ್ಷತೆ**: ಒಳಗೆ ನಿರ್ಮಿತ ವಿಷಯ ಫಿಲ್ಟರಿಂಗ್ ಮತ್ತು ಸುರಕ್ಷತಾ ಸಂಯಂತ್ರಗಳನ್ನು (ಕಠಿಣ ತಡೆಗಳು ಮತ್ತು ಮೃದು ನಿರಾಕರಣೆಗಳು) ಪರೀಕ್ಷಿಸಿ +- **ಜವಾಬ್ದಾರಿಯುತ ಎಐ ಡೆಮೊ**: ಆಧುನಿಕ ಎಐ ಸುರಕ್ಷತಾ ವ್ಯವಸ್ಥೆಗಳು ಪ್ರಾಯೋಗಿಕವಾಗಿ ಹೇಗೆ ಕೆಲಸ ಮಾಡುತ್ತವೆ ಎಂಬುದರ ಕೈಯಲ್ಲಿ ಉದಾಹರಣೆ +- **ಉತ್ತಮ ಅಭ್ಯಾಸಗಳು**: ನೈತಿಕ ಎಐ ಅಭಿವೃದ್ಧಿ ಮತ್ತು ನಿಯೋಜನೆಗಾಗಿ ಅಗತ್ಯ ಮಾರ್ಗದರ್ಶಿಗಳು +- **[→ ಪ್ರಾರಂಭಿಸಿ ಅಧ್ಯಾಯ 5](./05-ResponsibleGenAI/README.md)** + +## Additional Resources -### ಲಾಂಗ್‌ಚೈನ್ +### LangChain [![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) [![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### ಅಜೂರ್ / ಎಡ್ಜ್ / MCP / ಏಜೆಂಟ್‌ಗಳು +### Azure / Edge / MCP / Agents [![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) @@ -94,7 +94,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### ಜನರೇಟಿವ್ AI ಸರಣಿ +### Generative AI Series [![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -102,36 +102,37 @@ CO_OP_TRANSLATOR_METADATA: --- -### ಮೂಲ ಕಲಿಕೆ +### Core Learning [![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![ಆರಂಭಿಕರಿಗಾಗಿ ಐಒಟಿ](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) + +[![ಆರಂಭಿಕರಿಗಾಗಿ IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![ಆರಂಭಿಕರಿಗಾಗಿ XR ಅಭಿವೃದ್ಧಿ](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### ಕೋಪೈಲಟ್ ಸರಣಿ -[![AI ಜೋಡಣೆಯ ಪ್ರೋಗ್ರಾಮಿಂಗ್‌ಗಾಗಿ ಕೋಪೈಲಟ್](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![C#/.NETಗಾಗಿ ಕೋಪೈಲಟ್](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![ಕೋಪೈಲಟ್ ಸಾಹಸ](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot ಸರಣಿಗಳು +[![AI ಜೊತೆ ಜೋಡಿ ಪ್ರೋಗ್ರಾಮಿಂಗ್‌ಗಾಗಿ Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NETಗಾಗಿ Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot ಸಾಹಸ](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## ಸಹಾಯ ಪಡೆಯುವುದು -ನೀವು ಅಡಚಣೆಗೆ ಸಿಲುಕಿದರೆ ಅಥವಾ AI ಅಪ್ಲಿಕೇಶನ್‌ಗಳನ್ನು ನಿರ್ಮಿಸುವ ಬಗ್ಗೆ ಯಾವುದೇ ಪ್ರಶ್ನೆಗಳಿದ್ದರೆ. MCP ಬಗ್ಗೆ ಚರ್ಚೆಗಳಲ್ಲಿ ಸಹಪಾಠಿಗಳು ಮತ್ತು ಅನುಭವಸಂಪನ್ನ ಡೆವಲಪರ್‌ಗಳೊಂದಿಗೆ ಸೇರಿ. ಇದು ಪ್ರಶ್ನೆಗಳಿಗೆ ಸ್ವಾಗತ ನೀಡುವ ಮತ್ತು ಜ್ಞಾನವನ್ನು ಮುಕ್ತವಾಗಿ ಹಂಚಿಕೊಳ್ಳುವ ಬೆಂಬಲದ ಸಮುದಾಯವಾಗಿದೆ. +ನೀವು ಅಡಚಣೆಗೆ ಸಿಕ್ಕಿದ್ದರೆ ಅಥವಾ AI ಅಪ್ಲಿಕೇಶನ್‌ಗಳನ್ನು ನಿರ್ಮಿಸುವ ಬಗ್ಗೆ ಯಾವುದೇ ಪ್ರಶ್ನೆಗಳಿದ್ದರೆ, MCP ಕುರಿತು ಚರ್ಚೆಗಳಲ್ಲಿ ಇತರ ಅಧ್ಯಯನಕರ್ತರು ಮತ್ತು ಅನುಭವಜ್ಞ ಅಭಿವೃದ್ಧಿಕಾರರ ಜೊತೆ ಸೇರಿ. ಇದೊಂದು ಪ್ರಶ್ನೆಗಳನ್ನು ಸ್ವಾಗತಿಸುವ ಮತ್ತು ಜ್ಞಾನವನ್ನು ಮುಕ್ತವಾಗಿ ಹಂಚಿಕೊಳ್ಳುವ ಬೆಂಬಲದ ಸಮುದಾಯವಾಗಿದೆ. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry ಡಿಸ್ಕೋರ್ಡ್](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -ನೀವು ಉತ್ಪನ್ನ ಪ್ರತಿಕ್ರಿಯೆ ಅಥವಾ ನಿರ್ಮಾಣದ ವೇಳೆ ದೋಷಗಳನ್ನು ಹೊಂದಿದ್ದರೆ ಭೇಟಿ ನೀಡಿ: +ನೀವು ಉತ್ಪನ್ನ ಪ್ರತಿಕ್ರಿಯೆ ಅಥವಾ ನಿರ್ಮಿಸುವಾಗ ದೋಷಗಳು ಕಂಡುಬಂದರೆ ಭೇಟಿ ಮಾಡಿ: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry ಡೆವಲಪರ್ ಫೋರಮ್](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**ಅಸ್ವೀಕರಣ**: -ಈ ದಸ್ತಾವೇಜು [Co-op Translator](https://github.com/Azure/co-op-translator) ಎಂಬ AI ಅನುವಾದ ಸೇವೆಯನ್ನು ಬಳಸಿ ಅನುವಾದಿಸಲಾಗಿದೆ. ನಾವು ಶುದ್ಧತೆಯತ್ತ ಪ್ರಯತ್ನಿಸುತ್ತಿದ್ದರೂ, ಸ್ವಯಂಚಾಲಿತ ಅನುವಾದಗಳಲ್ಲಿ ತಪ್ಪುಗಳು ಅಥವಾ ಅಸತ್ಯತೆಗಳು ಇರಬಹುದು ಎಂಬುದನ್ನು ದಯವಿಟ್ಟು ಗಮನಿಸಿ. ಮೂಲ ಭಾಷೆಯಲ್ಲಿರುವ ಮೂಲ ದಸ್ತಾವೇಜನ್ನು ಅಧಿಕೃತ ಮೂಲವೆಂದು ಪರಿಗಣಿಸಬೇಕು. ಪ್ರಮುಖ ಮಾಹಿತಿಗಾಗಿ, ವೃತ್ತಿಪರ ಮಾನವ ಅನುವಾದವನ್ನು ಶಿಫಾರಸು ಮಾಡಲಾಗುತ್ತದೆ. ಈ ಅನುವಾದ ಬಳಕೆಯಿಂದ ಉಂಟಾಗುವ ಯಾವುದೇ ತಪ್ಪು ಅರ್ಥಮಾಡಿಕೊಳ್ಳುವಿಕೆ ಅಥವಾ ತಪ್ಪು ವಿವರಣೆಗಳಿಗೆ ನಾವು ಹೊಣೆಗಾರರಾಗುವುದಿಲ್ಲ. +ಜವಾಬ್ದಾರಿ ನಿರಾಕರಣೆ: +ಈ ದಸ್ತಾವೇಜನ್ನು AI ಅನುವಾದ ಸೇವೆ [Co-op Translator](https://github.com/Azure/co-op-translator) ಬಳಸಿ ಅನುವದಿಸಲಾಗಿದೆ. ನಾವು ನಿಖರತೆಯನ್ನು ಸಾಧಿಸಲು ಪ್ರಯತ್ನಿಸುತ್ತೇವೆ ಎಂದು ಖಚಿತಪಡಿಸಿದರೂ, ಸ್ವಯಂಚಾಲಿತ ಅನುವಾದಗಳಲ್ಲಿ ತಪ್ಪುಗಳು ಅಥವಾ ಅನಿಖರತೆಗಳು ಇರಬಹುದೆಂದು ದಯವಿಟ್ಟು ಗಮನದಲ್ಲಿರಿಸಿ. ಮೂಲ ದಸ್ತಾವೇಜನ್ನು ಅದರ ಸ್ಥಳೀಯ/ಸ್ವದೇಶಿ ಭಾಷೆಯಲ್ಲಿ ಅಧಿಕೃತ ಮೂಲವಾಗಿ ಪರಿಗಣಿಸಬೇಕು. ಗಂಭೀರ ಮಾಹಿತಿಗೆ ವೃತ್ತಿಪರ ಮಾನವ ಅನುವಾದವನ್ನು ಶಿಫಾರಸು ಮಾಡಲಾಗುತ್ತದೆ. ಈ ಅನುವಾದದ ಬಳಕೆಯಿಂದ ಉಂಟಾಗುವ ಯಾವುದೇ ತಪ್ಪು ಗ್ರಹಿಕೆಗಳು ಅಥವಾ ತಪ್ಪಾಗಿ ವ್ಯಾಖ್ಯಾನಗಳಿಗೆ ನಾವು ಜವಾಬ್ದಾರರಾಗುವುದಿಲ್ಲ. \ No newline at end of file diff --git a/translations/ko/README.md b/translations/ko/README.md index c37f10bb..929cb25a 100644 --- a/translations/ko/README.md +++ b/translations/ko/README.md @@ -1,129 +1,130 @@ -# 초보자를 위한 생성 AI - 자바 에디션 -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# 초보자를 위한 생성형 AI - Java 에디션 +[![Microsoft Foundry 디스코드](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![초보자를 위한 생성 AI - 자바 에디션](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ko.png) +![초보자를 위한 생성형 AI - Java 에디션](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ko.png) -**소요 시간**: 전체 워크숍은 로컬 설정 없이 온라인으로 완료할 수 있습니다. 환경 설정은 2분 정도 걸리며, 샘플 탐색은 탐색 깊이에 따라 1~3시간이 소요됩니다. +**소요 시간**: 전체 워크숍은 로컬 설치 없이 온라인에서 완료할 수 있습니다. 환경 설정에는 2분 정도가 걸리며, 샘플을 탐색하는 데는 탐색 깊이에 따라 1-3시간이 필요합니다. -> **빠른 시작** +> **빠른 시작** -1. 이 저장소를 자신의 GitHub 계정으로 포크하세요 -2. **Code** → **Codespaces** 탭 → **...** → **New with options...** 클릭 -3. 기본값을 사용하세요 – 이 과정에 맞게 생성된 개발 컨테이너가 선택됩니다 -4. **Create codespace** 클릭 -5. 환경이 준비될 때까지 약 2분 기다리세요 -6. 바로 [첫 번째 예제](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token)로 이동하세요 +1. 이 저장소를 GitHub 계정으로 포크하세요 +2. 클릭 **Code** → **Codespaces** 탭 → **...** → **New with options...** +3. 기본값을 사용하세요 – 이렇게 하면 이 과정용으로 생성된 Development 컨테이너가 선택됩니다 +4. 클릭 **Create codespace** +5. 환경이 준비될 때까지 약 2분 정도 기다리세요 +6. 바로 [첫 번째 예제](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token)로 이동 -> **로컬에서 클론하기를 선호하시나요?** +> **로컬로 복제하시겠습니까?** > -> 이 저장소는 50개 이상의 언어 번역을 포함하고 있어 다운로드 크기가 크게 증가합니다. 번역 없이 클론하려면 sparse checkout을 사용하세요: +> 이 저장소는 50개 이상의 언어 번역을 포함하고 있어 다운로드 크기가 크게 증가합니다. 번역 없이 복제하려면 sparse checkout을 사용하세요: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> 이 방법으로 훨씬 빠른 다운로드로 코스를 완료하는 데 필요한 모든 것을 얻을 수 있습니다. +> 이렇게 하면 과정을 완료하는 데 필요한 모든 것을 훨씬 더 빠르게 얻을 수 있습니다. ## 다국어 지원 -### GitHub Action을 통한 지원 (자동화 및 항상 최신 상태 유지) +### GitHub Action으로 지원됨 (자동화 및 항상 최신 상태) -[아랍어](../ar/README.md) | [벵골어](../bn/README.md) | [불가리아어](../bg/README.md) | [버마어 (미얀마)](../my/README.md) | [중국어 (간체)](../zh/README.md) | [중국어 (번체, 홍콩)](../hk/README.md) | [중국어 (번체, 마카오)](../mo/README.md) | [중국어 (번체, 대만)](../tw/README.md) | [크로아티아어](../hr/README.md) | [체코어](../cs/README.md) | [덴마크어](../da/README.md) | [네덜란드어](../nl/README.md) | [에스토니아어](../et/README.md) | [핀란드어](../fi/README.md) | [프랑스어](../fr/README.md) | [독일어](../de/README.md) | [그리스어](../el/README.md) | [히브리어](../he/README.md) | [힌디어](../hi/README.md) | [헝가리어](../hu/README.md) | [인도네시아어](../id/README.md) | [이탈리아어](../it/README.md) | [일본어](../ja/README.md) | [칸나다어](../kn/README.md) | [한국어](./README.md) | [리투아니아어](../lt/README.md) | [말레이어](../ms/README.md) | [말라얄람어](../ml/README.md) | [마라티어](../mr/README.md) | [네팔어](../ne/README.md) | [나이지리아 피진어](../pcm/README.md) | [노르웨이어](../no/README.md) | [페르시아어 (파르시)](../fa/README.md) | [폴란드어](../pl/README.md) | [포르투갈어 (브라질)](../br/README.md) | [포르투갈어 (포르투갈)](../pt/README.md) | [펀자브어 (구르무키)](../pa/README.md) | [루마니아어](../ro/README.md) | [러시아어](../ru/README.md) | [세르비아어 (키릴문자)](../sr/README.md) | [슬로바키아어](../sk/README.md) | [슬로베니아어](../sl/README.md) | [스페인어](../es/README.md) | [스와힐리어](../sw/README.md) | [스웨덴어](../sv/README.md) | [타갈로그어 (필리핀어)](../tl/README.md) | [타밀어](../ta/README.md) | [텔루구어](../te/README.md) | [태국어](../th/README.md) | [터키어](../tr/README.md) | [우크라이나어](../uk/README.md) | [우르두어](../ur/README.md) | [베트남어](../vi/README.md) +[아랍어](../ar/README.md) | [벵골어](../bn/README.md) | [불가리아어](../bg/README.md) | [버마어 (미얀마)](../my/README.md) | [중국어 (간체)](../zh/README.md) | [중국어 (번체, 홍콩)](../hk/README.md) | [중국어 (번체, 마카오)](../mo/README.md) | [중국어 (번체, 대만)](../tw/README.md) | [크로아티아어](../hr/README.md) | [체코어](../cs/README.md) | [덴마크어](../da/README.md) | [네덜란드어](../nl/README.md) | [에스토니아어](../et/README.md) | [핀란드어](../fi/README.md) | [프랑스어](../fr/README.md) | [독일어](../de/README.md) | [그리스어](../el/README.md) | [히브리어](../he/README.md) | [힌디어](../hi/README.md) | [헝가리어](../hu/README.md) | [인도네시아어](../id/README.md) | [이탈리아어](../it/README.md) | [일본어](../ja/README.md) | [칸나다어](../kn/README.md) | [한국어](./README.md) | [리투아니아어](../lt/README.md) | [말레이어](../ms/README.md) | [말라얄람어](../ml/README.md) | [마라티어](../mr/README.md) | [네팔어](../ne/README.md) | [나이지리아 피진어](../pcm/README.md) | [노르웨이어](../no/README.md) | [페르시아어 (파르시)](../fa/README.md) | [폴란드어](../pl/README.md) | [포르투갈어 (브라질)](../br/README.md) | [포르투갈어 (포르투갈)](../pt/README.md) | [펀자브어 (구르무키)](../pa/README.md) | [루마니아어](../ro/README.md) | [러시아어](../ru/README.md) | [세르비아어 (키릴 문자)](../sr/README.md) | [슬로바키아어](../sk/README.md) | [슬로베니아어](../sl/README.md) | [스페인어](../es/README.md) | [스와힐리어](../sw/README.md) | [스웨덴어](../sv/README.md) | [타갈로그어 (필리핀)](../tl/README.md) | [타밀어](../ta/README.md) | [텔루구어](../te/README.md) | [태국어](../th/README.md) | [터키어](../tr/README.md) | [우크라이나어](../uk/README.md) | [우르두어](../ur/README.md) | [베트남어](../vi/README.md) -## 강의 구성 및 학습 경로 - -### **1장: 생성 AI 소개** -- **핵심 개념**: 대형 언어 모델, 토큰, 임베딩, AI 기능 이해 -- **자바 AI 생태계**: Spring AI 및 OpenAI SDK 개요 -- **모델 컨텍스트 프로토콜**: MCP 소개 및 AI 에이전트 통신에서의 역할 -- **실용 사례**: 챗봇 및 콘텐츠 생성 등 실제 시나리오 -- **[→ 1장 시작하기](./01-IntroToGenAI/README.md)** - -### **2장: 개발 환경 설정** -- **다중 공급자 구성**: GitHub Models, Azure OpenAI, OpenAI Java SDK 통합 설정 -- **Spring Boot + Spring AI**: 엔터프라이즈 AI 애플리케이션 개발 모범 사례 -- **GitHub Models**: 프로토타입 및 학습용 무료 AI 모델 액세스 (신용카드 불필요) -- **개발 도구**: Docker 컨테이너, VS Code, GitHub Codespaces 구성 -- **[→ 2장 시작하기](./02-SetupDevEnvironment/README.md)** - -### **3장: 핵심 생성 AI 기술** -- **프롬프트 엔지니어링**: 최적의 AI 모델 응답을 위한 기법 -- **임베딩 및 벡터 연산**: 의미 기반 검색 및 유사도 매칭 구현 -- **검색 보강 생성 (RAG)**: AI와 자체 데이터 소스 결합 -- **함수 호출**: 맞춤 도구 및 플러그인으로 AI 기능 확장 -- **[→ 3장 시작하기](./03-CoreGenerativeAITechniques/README.md)** - -### **4장: 실용 응용 및 프로젝트** -- **반려동물 이야기 생성기** (`petstory/`): GitHub Models를 활용한 창의적 콘텐츠 생성 -- **Foundry 로컬 데모** (`foundrylocal/`): OpenAI Java SDK와 로컬 AI 모델 통합 -- **MCP 계산기 서비스** (`calculator/`): Spring AI를 활용한 기본 모델 컨텍스트 프로토콜 구현 -- **[→ 4장 시작하기](./04-PracticalSamples/README.md)** - -### **5장: 책임 있는 AI 개발** -- **GitHub Models 안전성**: 내장된 콘텐츠 필터링 및 안전 메커니즘 테스트 (강제 차단 및 부드러운 거부) -- **책임 있는 AI 데모**: 최신 AI 안전 시스템 작동 방식 실습 예제 -- **모범 사례**: 윤리적 AI 개발 및 배포를 위한 필수 지침 -- **[→ 5장 시작하기](./05-ResponsibleGenAI/README.md)** +## 강의 구조 및 학습 경로 + +### **챕터 1: 생성형 AI 소개** +- **핵심 개념**: 대형 언어 모델, 토큰, 임베딩, 및 AI 기능 이해 +- **Java AI 생태계**: Spring AI 및 OpenAI SDK 개요 +- **모델 컨텍스트 프로토콜**: MCP 소개와 AI 에이전트 통신에서의 역할 +- **실무 적용 사례**: 챗봇 및 콘텐츠 생성 등 실제 시나리오 +- **[→ 챕터 1 시작](./01-IntroToGenAI/README.md)** + +### **챕터 2: 개발 환경 설정** +- **다중 제공자 구성**: GitHub Models, Azure OpenAI 및 OpenAI Java SDK 통합 설정 +- **Spring Boot + Spring AI**: 엔터프라이즈 AI 애플리케이션 개발을 위한 모범 사례 +- **GitHub Models**: 프로토타이핑 및 학습을 위한 무료 AI 모델 액세스(신용카드 불필요) +- **개발 도구**: Docker 컨테이너, VS Code 및 GitHub Codespaces 구성 +- **[→ 챕터 2 시작](./02-SetupDevEnvironment/README.md)** + +### **챕터 3: 핵심 생성형 AI 기법** +- **프롬프트 엔지니어링**: AI 모델의 최적 응답을 위한 기법 +- **임베딩 및 벡터 연산**: 의미 검색 및 유사도 매칭 구현 +- **Retrieval-Augmented Generation (RAG)**: AI와 자체 데이터 소스 결합 +- **함수 호출(Function Calling)**: 커스텀 도구 및 플러그인으로 AI 기능 확장 +- **[→ 챕터 3 시작](./03-CoreGenerativeAITechniques/README.md)** + +### **챕터 4: 실습 응용 및 프로젝트** +- **Pet Story Generator** (`petstory/`): GitHub Models로 창의적 콘텐츠 생성 +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK를 사용한 로컬 AI 모델 통합 +- **MCP Calculator Service** (`calculator/`): Spring AI를 사용한 기본 모델 컨텍스트 프로토콜 구현 +- **[→ 챕터 4 시작](./04-PracticalSamples/README.md)** + +### **챕터 5: 책임 있는 AI 개발** +- **GitHub Models 안전성**: 내장 콘텐츠 필터링 및 안전 메커니즘(강제 차단 및 소프트 거부) 테스트 +- **책임 있는 AI 데모**: 최신 AI 안전 시스템이 실제로 어떻게 작동하는지 보여주는 실습 예제 +- **모범 사례**: 윤리적인 AI 개발 및 배포를 위한 필수 지침 +- **[→ 챕터 5 시작](./05-ResponsibleGenAI/README.md)** ## 추가 자료 ### LangChain -[![초보자를 위한 LangChain4j](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![초보자를 위한 LangChain.js](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j 초보자용](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js 초보자용](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / 에이전트 -[![초보자를 위한 AZD](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![초보자를 위한 Edge AI](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![초보자를 위한 MCP](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![초보자를 위한 AI 에이전트](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD 초보자용](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI 초보자용](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP 초보자용](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI 에이전트 초보자용](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### 생성 AI 시리즈 -[![초보자를 위한 생성 AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![생성 AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![생성 AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![생성 AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### 생성형 AI 시리즈 +[![초보자를 위한 생성형 AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![생성형 AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![생성형 AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![생성형 AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### 핵심 학습 -[![초보자를 위한 ML](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![초보자를 위한 데이터 과학](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![초보자를 위한 AI](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![초보자를 위한 사이버보안](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![초보자를 위한 웹 개발](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![머신러닝 초보자용](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![데이터 과학 초보자용](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI 초보자용](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![사이버보안 초보자용](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![웹 개발 초보자용](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![초보자를 위한 IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![초보자를 위한 XR 개발](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### 코파일럿 시리즈 -[![AI 페어 프로그래밍을 위한 코파일럿](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![C#/.NET용 코파일럿](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![코파일럿 어드벤처](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot 시리즈 +[![AI 페어 프로그래밍용 Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET용 Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot 어드벤처](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## 도움 받기 +## 도움받기 -AI 앱 개발 중 막히거나 질문이 있으면 MCP에 대해 배우는 동료 학습자 및 경험 많은 개발자들과 토론에 참여하세요. 질문이 환영받고 지식이 자유롭게 공유되는 지원 커뮤니티입니다. +AI 앱을 개발하다가 막히거나 궁금한 점이 있으면 MCP에 대해 다른 학습자와 경험 많은 개발자들이 참여하는 토론에 합류하세요. 질문을 환영하고 지식을 자유롭게 나누는 지원 커뮤니티입니다. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry 디스코드](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) 제품 피드백이나 빌드 중 오류가 있으면 다음을 방문하세요: @@ -132,6 +133,6 @@ AI 앱 개발 중 막히거나 질문이 있으면 MCP에 대해 배우는 동 --- -**면책 조항**: -이 문서는 AI 번역 서비스 [Co-op Translator](https://github.com/Azure/co-op-translator)를 사용하여 번역되었습니다. 정확성을 위해 최선을 다하고 있으나, 자동 번역에는 오류나 부정확한 부분이 있을 수 있음을 유의하시기 바랍니다. 원문 문서는 해당 언어의 권위 있는 자료로 간주되어야 합니다. 중요한 정보의 경우 전문적인 인간 번역을 권장합니다. 본 번역 사용으로 인한 오해나 잘못된 해석에 대해 당사는 책임을 지지 않습니다. +면책 사항: +이 문서는 AI 번역 서비스 [Co-op Translator](https://github.com/Azure/co-op-translator)를 사용하여 번역되었습니다. 정확성을 위해 최선을 다하고 있으나 자동 번역에는 오류나 부정확성이 포함될 수 있음을 알려드립니다. 원문(원래 언어로 작성된 문서)을 권위 있는 출처로 간주해야 합니다. 중요한 정보의 경우 전문적인 인간 번역을 권장합니다. 이 번역의 사용으로 인해 발생하는 오해나 잘못된 해석에 대해서는 당사가 책임을 지지 않습니다. \ No newline at end of file diff --git a/translations/lt/README.md b/translations/lt/README.md index 8f78a0b0..b367a2c7 100644 --- a/translations/lt/README.md +++ b/translations/lt/README.md @@ -1,80 +1,80 @@ -# Generatyvioji dirbtinis intelektas pradedantiesiems – Java leidimas +# Generatyvinis DI pradedantiesiems - Java leidimas [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generatyvioji dirbtinis intelektas pradedantiesiems – Java leidimas](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.lt.png) +![Generatyvinis DI pradedantiesiems - Java leidimas](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.lt.png) -**Laiko įsipareigojimas**: Visą dirbtuvių kursą galima atlikti internetu be vietinės aplinkos nustatymo. Aplinkos nustatymas užtrunka 2 minutes, o pavyzdžių tyrinėjimas reikalauja 1–3 valandų, priklausomai nuo tyrinėjimo gylio. +**Laiko sąnaudos**: Visą dirbtuvę galima atlikti internetu be vietinės aplinkos įrengimo. Aplinkos paruošimas užtrunka apie 2 minutes, o pavyzdžių nagrinėjimui reikia 1–3 valandų, priklausomai nuo tyrinėjimo gylio. -> **Greitas pradėjimas** +> **Greita pradžia** -1. Padarykite šio saugyklos šaką (fork) savo GitHub paskyroje +1. Padarykite šio saugyklos fork'ą į savo GitHub paskyrą 2. Spustelėkite **Code** → **Codespaces** skirtuką → **...** → **New with options...** -3. Naudokite numatytuosius nustatymus – tai pasirinkti šiam kursui sukurtą kūrimo konteinerį +3. Naudokite numatytuosius nustatymus – tai pasirinks šio kurso Development konteinerį 4. Spustelėkite **Create codespace** 5. Palaukite ~2 minutes, kol aplinka bus paruošta -6. Tiesiogiai pereikite prie [Pirmojo pavyzdžio](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +6. Pereikite tiesiai prie [Pirmojo pavyzdžio](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Norite klonuoti vietoje?** +> **Ar norite klonuoti vietoje?** > -> Ši saugykla apima daugiau nei 50 kalbų vertimų, kurie žymiai padidina atsisiuntimo dydį. Norėdami klonuoti be vertimų, naudokite sparse checkout: +> Ši saugykla apima daugiau nei 50 kalbų vertimų, kas žymiai padidina atsisiuntimo dydį. Norėdami klonuoti be vertimų, naudokite sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Tai suteikia viską, ko reikia kursui užbaigti, su daug greitesniu atsisiuntimu. +> Tai suteikia viską, ko reikia kursui baigti, ir žymiai greitesnį atsisiuntimą. ## Daugiakalbė palaikymas -### Palaikoma per GitHub Action (automatizuota ir visada atnaujinta) +### Palaikoma per GitHub Action (automatinis ir visada atnaujinamas) -[Arabų](../ar/README.md) | [Bengalų](../bn/README.md) | [Bulgarų](../bg/README.md) | [Birmos (Mianmaras)](../my/README.md) | [Kinų (supaprastinta)](../zh/README.md) | [Kinų (tradicinė, Honkongas)](../hk/README.md) | [Kinų (tradicinė, Makao)](../mo/README.md) | [Kinų (tradicinė, Taivanas)](../tw/README.md) | [Kroatų](../hr/README.md) | [Čekų](../cs/README.md) | [Danų](../da/README.md) | [Olandų](../nl/README.md) | [Estų](../et/README.md) | [Suomių](../fi/README.md) | [Prancūzų](../fr/README.md) | [Vokiečių](../de/README.md) | [Graikų](../el/README.md) | [Hebrajų](../he/README.md) | [Hindi](../hi/README.md) | [Vengrų](../hu/README.md) | [Indoneziečių](../id/README.md) | [Italų](../it/README.md) | [Japonų](../ja/README.md) | [Kannadų](../kn/README.md) | [Korėjiečių](../ko/README.md) | [Lietuvių](./README.md) | [Malajų](../ms/README.md) | [Malajalų](../ml/README.md) | [Maratų](../mr/README.md) | [Nepalų](../ne/README.md) | [Nigerijos pidžino](../pcm/README.md) | [Norvegų](../no/README.md) | [Persų (Farsi)](../fa/README.md) | [Lenkų](../pl/README.md) | [Portugalų (Brazilija)](../br/README.md) | [Portugalų (Portugalija)](../pt/README.md) | [Pandžabių (Gurmukhi)](../pa/README.md) | [Rumunų](../ro/README.md) | [Rusų](../ru/README.md) | [Serbų (kirilica)](../sr/README.md) | [Slovakų](../sk/README.md) | [Slovėnų](../sl/README.md) | [Ispanų](../es/README.md) | [Suahelio](../sw/README.md) | [Švedų](../sv/README.md) | [Tagalogų (Filipinų)](../tl/README.md) | [Tamilų](../ta/README.md) | [Telugų](../te/README.md) | [Tajų](../th/README.md) | [Turkų](../tr/README.md) | [Ukrainiečių](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamiečių](../vi/README.md) +[Arabų](../ar/README.md) | [Bengalų](../bn/README.md) | [Bulgarų](../bg/README.md) | [Birmos (Myanmar)](../my/README.md) | [Kinų (supaprastinta)](../zh/README.md) | [Kinų (tradicinė, Honkongas)](../hk/README.md) | [Kinų (tradicinė, Makao)](../mo/README.md) | [Kinų (tradicinė, Taivanas)](../tw/README.md) | [Kroatų](../hr/README.md) | [Čekų](../cs/README.md) | [Danų](../da/README.md) | [Olandų](../nl/README.md) | [Estų](../et/README.md) | [Suomių](../fi/README.md) | [Prancūzų](../fr/README.md) | [Vokiečių](../de/README.md) | [Graikų](../el/README.md) | [Hebrajų](../he/README.md) | [Hindi](../hi/README.md) | [Vengrų](../hu/README.md) | [Indoneziečių](../id/README.md) | [Italų](../it/README.md) | [Japonų](../ja/README.md) | [Kanadų (Kannada)](../kn/README.md) | [Korėjiečių](../ko/README.md) | [Lietuvių](./README.md) | [Malajiečių](../ms/README.md) | [Malajalamų](../ml/README.md) | [Maratų](../mr/README.md) | [Nepaliečių](../ne/README.md) | [Nigerijos pidžino](../pcm/README.md) | [Norvegų](../no/README.md) | [Persų (Farsi)](../fa/README.md) | [Lenkų](../pl/README.md) | [Portugalų (Brazilija)](../br/README.md) | [Portugalų (Portugalija)](../pt/README.md) | [Pandžabi (Gurmukhi)](../pa/README.md) | [Rumunų](../ro/README.md) | [Rusų](../ru/README.md) | [Serbų (kirilica)](../sr/README.md) | [Slovakų](../sk/README.md) | [Slovėnų](../sl/README.md) | [Ispanų](../es/README.md) | [Svahili](../sw/README.md) | [Švedų](../sv/README.md) | [Tagalog (Filipinų)](../tl/README.md) | [Tamilių](../ta/README.md) | [Telugų](../te/README.md) | [Tajų](../th/README.md) | [Turkų](../tr/README.md) | [Ukrainiečių](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamiečių](../vi/README.md) ## Kurso struktūra ir mokymosi kelias -### **1 skyrius: Įvadas į generatyviąją DI** -- **Pagrindinės sąvokos**: Didelių kalbos modelių, žetonų, įterpimų ir DI galimybių supratimas +### **1 skyrius: Įvadas į generatyvinį DI** +- **Pagrindinės sąvokos**: didžiųjų kalbos modelių, žetonų, įterpimų ir DI galimybių supratimas - **Java DI ekosistema**: Spring AI ir OpenAI SDK apžvalga - **Modelio konteksto protokolas**: MCP pristatymas ir jo vaidmuo DI agentų komunikacijoje -- **Praktinės taikymo sritys**: Realūs scenarijai, įskaitant pokalbių robotus ir turinio generavimą +- **Praktinės taikymo sritys**: realaus pasaulio scenarijai, įskaitant pokalbių robotus ir turinio generavimą - **[→ Pradėti 1 skyrių](./01-IntroToGenAI/README.md)** -### **2 skyrius: Kūrimo aplinkos nustatymas** -- **Daugiaproveiderių konfigūracija**: GitHub modelių, Azure OpenAI ir OpenAI Java SDK integracijų nustatymas -- **Spring Boot + Spring AI**: Geriausios praktikos įmonių DI programų kūrimui -- **GitHub modeliai**: Nemokamas DI modelių prieinamumas prototipavimui ir mokymuisi (nereikia kreditinės kortelės) -- **Kūrimo įrankiai**: Docker konteineriai, VS Code ir GitHub Codespaces konfigūracija +### **2 skyrius: Vystymo aplinkos paruošimas** +- **Daugelio tiekėjų konfigūracija**: GitHub Models, Azure OpenAI ir OpenAI Java SDK integracijų nustatymas +- **Spring Boot + Spring AI**: geriausios praktikos įmonių DI taikomųjų programų kūrimui +- **GitHub Models**: nemokamas DI modelio prieigos variantas prototipų kūrimui ir mokymuisi (kreditinė kortelė nereikalinga) +- **Vystymo įrankiai**: Docker konteineriai, VS Code ir GitHub Codespaces konfigūracija - **[→ Pradėti 2 skyrių](./02-SetupDevEnvironment/README.md)** -### **3 skyrius: Pagrindinės generatyviosios DI technikos** -- **Užklausų inžinerija**: Technikos optimaliems DI modelių atsakymams -- **Įterpimai ir vektorinės operacijos**: Semantinės paieškos ir panašumo atitikimo įgyvendinimas -- **Retrieval-Augmented Generation (RAG)**: DI derinimas su jūsų duomenų šaltiniais -- **Funkcijų kvietimas**: DI galimybių išplėtimas su pasirinktinais įrankiais ir papildiniais +### **3 skyrius: Pagrindinės generatyvinio DI technikos** +- **Užklausų inžinerija**: technikos, skirtos optimaliems DI modelio atsakymams +- **Įterpiniai & vektorinės operacijos**: semantinei paieškai ir panašumo atitikčiai įgyvendinti +- **Retrieval-Augmented Generation (RAG)**: derinkite DI su savo duomenų šaltiniais +- **Funkcijų kvietimas**: išplėskite DI galimybes su pritaikytais įrankiais ir papildiniais - **[→ Pradėti 3 skyrių](./03-CoreGenerativeAITechniques/README.md)** ### **4 skyrius: Praktinės taikymo sritys ir projektai** -- **Augintinių istorijų generatorius** (`petstory/`): Kūrybinis turinio generavimas su GitHub modeliais -- **Foundry vietinė demonstracija** (`foundrylocal/`): Vietinė DI modelio integracija su OpenAI Java SDK -- **MCP skaičiuoklės paslauga** (`calculator/`): Pagrindinė Modelio konteksto protokolo įgyvendinimas su Spring AI +- **Pet Story Generator** (`petstory/`): kūrybinis turinio generavimas su GitHub Models +- **Foundry Local Demo** (`foundrylocal/`): vietinė DI modelio integracija su OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): pagrindinis Modelio konteksto protokolo įgyvendinimas su Spring AI - **[→ Pradėti 4 skyrių](./04-PracticalSamples/README.md)** -### **5 skyrius: Atsakingas DI kūrimas** -- **GitHub modelių saugumas**: Išbandykite įmontuotą turinio filtravimą ir saugumo mechanizmus (griežti blokavimai ir minkšti atsisakymai) -- **Atsakingo DI demonstracija**: Praktinis pavyzdys, kaip veikia modernios DI saugumo sistemos -- **Geriausios praktikos**: Esminės gairės etiškam DI kūrimui ir diegimui +### **5 skyrius: Atsakingas DI vystymas** +- **GitHub Models saugumas**: išbandykite įmontuotas turinio filtravimo ir saugumo mechanikas (griežti blokuojantys filtrai ir minkšti atsisakymai) +- **Atsakingo DI demonstracija**: praktinis pavyzdys, rodantis, kaip šiuolaikinės DI saugumo sistemos veikia praktiškai +- **Geriausios praktikos**: esminės gairės etiškam DI kūrimui ir diegimui - **[→ Pradėti 5 skyrių](./05-ResponsibleGenAI/README.md)** ## Papildomi ištekliai @@ -88,40 +88,41 @@ CO_OP_TRANSLATOR_METADATA: ### Azure / Edge / MCP / Agentai [![AZD pradedantiesiems](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge DI pradedantiesiems](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI pradedantiesiems](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP pradedantiesiems](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) [![DI agentai pradedantiesiems](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Generatyviosios DI serija -[![Generatyvioji DI pradedantiesiems](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generatyvioji DI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generatyvioji DI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generatyvioji DI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Generatyvinis DI serija +[![Generatyvinis DI pradedantiesiems](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generatyvinis DI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generatyvinis DI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generatyvinis DI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### Pagrindinis mokymasis -[![ML pradedantiesiems](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Mašinų mokymasis pradedantiesiems](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Duomenų mokslas pradedantiesiems](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![DI pradedantiesiems](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Kibernetinis saugumas pradedantiesiems](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Tinklapių kūrimas pradedantiesiems](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![Žiniatinklio vystymas pradedantiesiems](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT pradedantiesiems](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![XR kūrimas pradedantiesiems](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Copilot serija -[![Copilot dirbant kartu su AI programavime](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +### Copilot serijos +[![Copilot poriniam programavimui su AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot skirtas C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Copilot nuotykiai](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Pagalbos gavimas -Jei užstrigote arba turite klausimų apie AI programėlių kūrimą. Prisijunkite prie kitų besimokančiųjų ir patyrusių kūrėjų diskusijose apie MCP. Tai palaikanti bendruomenė, kurioje klausimai yra laukiami, o žinios dalijamasi laisvai. +Jei įstrigote arba turite klausimų apie AI programėlių kūrimą. Prisijunkite prie kitų besimokančiųjų ir patyrusių kūrėjų diskusijų apie MCP. Tai palaikanti bendruomenė, kurioje klausimai laukiami ir žinios dalijamos laisvai. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) @@ -132,6 +133,6 @@ Jei turite atsiliepimų apie produktą arba pastebite klaidų kūrimo metu, apsi --- -**Atsakomybės apribojimas**: -Šis dokumentas buvo išverstas naudojant dirbtinio intelekto vertimo paslaugą [Co-op Translator](https://github.com/Azure/co-op-translator). Nors stengiamės užtikrinti tikslumą, prašome atkreipti dėmesį, kad automatiniai vertimai gali turėti klaidų ar netikslumų. Originalus dokumentas gimtąja kalba turėtų būti laikomas autoritetingu šaltiniu. Svarbiai informacijai rekomenduojamas profesionalus žmogaus vertimas. Mes neatsakome už bet kokius nesusipratimus ar neteisingus aiškinimus, kilusius dėl šio vertimo naudojimo. +Atsakomybės apribojimas: +Šis dokumentas buvo išverstas naudojant dirbtinio intelekto vertimo paslaugą [Co-op Translator](https://github.com/Azure/co-op-translator). Nors stengiamės užtikrinti tikslumą, atkreipkite dėmesį, kad automatiniai vertimai gali turėti klaidų ar netikslumų. Originalus dokumentas jo gimtąja kalba turėtų būti laikomas autoritetingu šaltiniu. Kritinei informacijai rekomenduojama pasitelkti profesionalų žmogaus vertimą. Mes neprisiimame atsakomybės už jokius nesusipratimus ar neteisingas interpretacijas, kylančias dėl šio vertimo naudojimo. \ No newline at end of file diff --git a/translations/ml/README.md b/translations/ml/README.md index 98355bf4..0e3e7a35 100644 --- a/translations/ml/README.md +++ b/translations/ml/README.md @@ -1,92 +1,92 @@ -# ആരംഭക്കാർക്കുള്ള ജനറേറ്റീവ് എഐ - ജാവ എഡിഷൻ +# ജനറേറ്റീവ് എഐ ആരംഭക്കാർക്കായി - ജാവാ പതിപ്പ് [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ml.png) +![ജനറേറ്റീവ് എഐ ആരംഭക്കാർക്കായി - ജാവാ പതിപ്പ്](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ml.png) -**സമയം**: മുഴുവൻ വർക്ക്‌ഷോപ്പും ലോക്കൽ സെറ്റപ്പ് ഇല്ലാതെ ഓൺലൈനിൽ പൂർത്തിയാക്കാം. പരിസ്ഥിതി സെറ്റപ്പ് 2 മിനിറ്റ് എടുക്കും, സാമ്പിളുകൾ പരിശോധിക്കാൻ 1-3 മണിക്കൂർ എടുക്കാം, പരിശോധിക്കുന്ന ആഴം അനുസരിച്ച്. +**സമയം പ്രതിബദ്ധത**: ഇതെല്ലാം പ്രാദേശിക സെറ്റപ് ചെയ്യാതെയും ഓൺലൈനിൽ പൂർത്തിയാക്കാം. പരിസ്ഥിതി സജ്ജീകരണം ഏകദേശം 2 മിനിറ്റ് എടുക്കും; സാമ്പിളുകൾ പരിശോധിക്കാൻ ആവശ്യമായ സമയം അന്വേഷനത്തിന്റെ ആഴത്വത്തെ ആശ്രയിച്ചാണ്, സാധാരണയായി 1-3 മണിക്കൂർ. -> **വേഗത്തിലുള്ള ആരംഭം** +> **ത്വരിത ആരംഭം** -1. ഈ റിപോസിറ്ററി നിങ്ങളുടെ GitHub അക്കൗണ്ടിലേക്ക് ഫോർക്ക് ചെയ്യുക +1. ഈ റിപ്പോസിറ്ററി നിങ്ങളുടെ GitHub അക്കൗണ്ടിലേക്ക് Fork ചെയ്യുക 2. **Code** → **Codespaces** ടാബ് → **...** → **New with options...** ക്ലിക്ക് ചെയ്യുക -3. ഡിഫോൾട്ടുകൾ ഉപയോഗിക്കുക – ഇത് ഈ കോഴ്സിനായി സൃഷ്ടിച്ച ഡെവലപ്പ്മെന്റ് കണ്ടെയ്‌നർ തിരഞ്ഞെടുക്കും +3. ഡിഫോള്റ്ടുകൾ ഉപയോഗിക്കുക – ഇത് ഈ കോഴ്സിന് സൃഷ്ടിച്ച Development container തിരഞ്ഞെടുക്കും 4. **Create codespace** ക്ലിക്ക് ചെയ്യുക -5. പരിസ്ഥിതി തയ്യാറാകാൻ ഏകദേശം 2 മിനിറ്റ് കാത്തിരിക്കുക -6. നേരിട്ട് [ആദ്യ ഉദാഹരണത്തിലേക്ക്](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) പോവുക +5. പരിസ്ഥിതി തയ്യാറാകാൻ ~2 മിനിറ്റ് കാത്തിരിക്കൂ +6. നേരിട്ട് [ആദ്യം ഉദാഹരണം](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) കാണുക -> **ലോക്കലായി ക്ലോൺ ചെയ്യാൻ ആഗ്രഹിക്കുന്നുവോ?** +> **പ്രാദേശികമായി ക്ലോൺ ചെയ്യാൻ ഇഷ്ടമുണ്ടോ?** > -> ഈ റിപോസിറ്ററിയിൽ 50+ ഭാഷാ പരിഭാഷകൾ ഉൾക്കൊള്ളുന്നു, ഇത് ഡൗൺലോഡ് വലുപ്പം വളരെ വർദ്ധിപ്പിക്കുന്നു. പരിഭാഷകൾ ഇല്ലാതെ ക്ലോൺ ചെയ്യാൻ sparse checkout ഉപയോഗിക്കുക: +> ഈ റിപ്പോസിറ്ററിയിൽ 50+ ഭാഷാ വിവർത്തനങ്ങൾ ഉൾക്കൊള്ളിച്ചിരിക്കുന്നത് ഡൗൺലോഡ് വലുപ്പം ഗണ്യമായി വർദ്ധിപ്പിക്കുന്നു. വിവർത്തനങ്ങൾ ഒഴികെയാക്കി ക്ലോൺ ചെയ്യാൻ sparse checkout ഉപയോഗിക്കുക: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> ഇത് കോഴ്സ് പൂർത്തിയാക്കാൻ ആവശ്യമായ എല്ലാ കാര്യങ്ങളും വളരെ വേഗത്തിൽ ഡൗൺലോഡ് ചെയ്യാൻ സഹായിക്കും. +> ഇത് കോഴ്‌സ് പൂർത്തിയാക്കാൻ ആവശ്യമായ എല്ലാ കാര്യങ്ങളും നൽകും, ഡൗൺലോഡ് വളരെ വേഗത്തിൽ നടക്കും. ## ബഹുഭാഷാ പിന്തുണ -### GitHub Action വഴി പിന്തുണ (സ്വയം പ്രവർത്തിക്കുന്നതും എല്ലായ്പ്പോഴും അപ്‌ടുഡേറ്റും) +### GitHub Action വഴി പിന്തുണ (സ്വയംചാലിതവും എല്ലായ്പ്പോഴും പുതുക്കി നിലനിർത്തപ്പെട്ടത്) -[അറബിക്](../ar/README.md) | [ബംഗാളി](../bn/README.md) | [ബൾഗേറിയൻ](../bg/README.md) | [ബർമീസ് (മ്യാൻമാർ)](../my/README.md) | [ചൈനീസ് (സിംപ്ലിഫൈഡ്)](../zh/README.md) | [ചൈനീസ് (ട്രഡിഷണൽ, ഹോങ്കോങ്)](../hk/README.md) | [ചൈനീസ് (ട്രഡിഷണൽ, മക്കാവു)](../mo/README.md) | [ചൈനീസ് (ട്രഡിഷണൽ, തായ്‌വാൻ)](../tw/README.md) | [ക്രൊയേഷ്യൻ](../hr/README.md) | [ചെക്ക്](../cs/README.md) | [ഡാനിഷ്](../da/README.md) | [ഡച്ച്](../nl/README.md) | [എസ്റ്റോണിയൻ](../et/README.md) | [ഫിന്നിഷ്](../fi/README.md) | [ഫ്രഞ്ച്](../fr/README.md) | [ജർമ്മൻ](../de/README.md) | [ഗ്രീക്ക്](../el/README.md) | [ഹീബ്രു](../he/README.md) | [ഹിന്ദി](../hi/README.md) | [ഹംഗേറിയൻ](../hu/README.md) | [ഇന്തോനേഷ്യൻ](../id/README.md) | [ഇറ്റാലിയൻ](../it/README.md) | [ജാപ്പനീസ്](../ja/README.md) | [കന്നഡ](../kn/README.md) | [കൊറിയൻ](../ko/README.md) | [ലിത്വാനിയൻ](../lt/README.md) | [മലായ്](../ms/README.md) | [മലയാളം](./README.md) | [മറാത്തി](../mr/README.md) | [നെപ്പാളി](../ne/README.md) | [നൈജീരിയൻ പിഡ്ജിൻ](../pcm/README.md) | [നോർവീജിയൻ](../no/README.md) | [പേർഷ്യൻ (ഫാർസി)](../fa/README.md) | [പോളിഷ്](../pl/README.md) | [പോർച്ചുഗീസ് (ബ്രസീൽ)](../br/README.md) | [പോർച്ചുഗീസ് (പോർച്ചുഗൽ)](../pt/README.md) | [പഞ്ചാബി (ഗുരുമുഖി)](../pa/README.md) | [റോമാനിയൻ](../ro/README.md) | [റഷ്യൻ](../ru/README.md) | [സെർബിയൻ (സിറിലിക്)](../sr/README.md) | [സ്ലോവാക്](../sk/README.md) | [സ്ലോവേനിയൻ](../sl/README.md) | [സ്പാനിഷ്](../es/README.md) | [സ്വാഹിലി](../sw/README.md) | [സ്വീഡിഷ്](../sv/README.md) | [ടാഗാലോഗ് (ഫിലിപ്പിനോ)](../tl/README.md) | [തമിഴ്](../ta/README.md) | [തെലുങ്ക്](../te/README.md) | [തായ്](../th/README.md) | [ടർക്കിഷ്](../tr/README.md) | [ഉക്രേനിയൻ](../uk/README.md) | [ഉർദു](../ur/README.md) | [വിയറ്റ്നാമീസ്](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](./README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) -## കോഴ്സ് ഘടനയും പഠന പാതയും - -### **അധ്യായം 1: ജനറേറ്റീവ് എഐയുടെ പരിചയം** -- **പ്രധാന ആശയങ്ങൾ**: വലിയ ഭാഷാ മോഡലുകൾ, ടോക്കണുകൾ, എംബെഡിംഗുകൾ, എഐ കഴിവുകൾ മനസ്സിലാക്കൽ -- **ജാവ എഐ പരിസ്ഥിതി**: സ്പ്രിംഗ് എഐയും ഓപ്പൺഎഐ SDKകളും അവലോകനം -- **മോഡൽ കോൺടെക്സ്റ്റ് പ്രോട്ടോക്കോൾ**: MCP പരിചയം, എഐ ഏജന്റ് ആശയവിനിമയത്തിലെ പങ്ക് -- **പ്രായോഗിക ഉപയോഗങ്ങൾ**: ചാറ്റ്ബോട്ടുകളും ഉള്ളടക്ക സൃഷ്ടിയും ഉൾപ്പെടുന്ന യാഥാർത്ഥ്യ സാഹചര്യങ്ങൾ -- **[→ അധ്യായം 1 ആരംഭിക്കുക](./01-IntroToGenAI/README.md)** - -### **അധ്യായം 2: ഡെവലപ്പ്മെന്റ് പരിസ്ഥിതി സെറ്റപ്പ്** -- **ബഹു-പ്രൊവൈഡർ കോൺഫിഗറേഷൻ**: GitHub മോഡലുകൾ, Azure OpenAI, OpenAI ജാവ SDK ഇന്റഗ്രേഷനുകൾ സജ്ജമാക്കൽ -- **സ്പ്രിംഗ് ബൂട്ട് + സ്പ്രിംഗ് എഐ**: എന്റർപ്രൈസ് എഐ ആപ്ലിക്കേഷൻ വികസനത്തിന് മികച്ച രീതികൾ -- **GitHub മോഡലുകൾ**: പ്രോട്ടോടൈപ്പിംഗിനും പഠനത്തിനും സൗജന്യ എഐ മോഡൽ ആക്‌സസ് (ക്രെഡിറ്റ് കാർഡ് ആവശ്യമില്ല) -- **ഡെവലപ്പ്മെന്റ് ടൂളുകൾ**: ഡോക്കർ കണ്ടെയ്‌നറുകൾ, VS കോഡ്, GitHub കോഡ്സ്പേസുകൾ കോൺഫിഗറേഷൻ -- **[→ അധ്യായം 2 ആരംഭിക്കുക](./02-SetupDevEnvironment/README.md)** - -### **അധ്യായം 3: കോർ ജനറേറ്റീവ് എഐ സാങ്കേതിക വിദ്യകൾ** -- **പ്രോംപ്റ്റ് എഞ്ചിനീയറിംഗ്**: മികച്ച എഐ മോഡൽ പ്രതികരണങ്ങൾക്കുള്ള സാങ്കേതിക വിദ്യകൾ -- **എംബെഡിംഗുകളും വെക്ടർ ഓപ്പറേഷനുകളും**: സെമാന്റിക് സെർച്ച്, സമാനതാ മാച്ചിംഗ് നടപ്പിലാക്കൽ -- **റിട്രീവൽ-ഓഗ്മെന്റഡ് ജനറേഷൻ (RAG)**: നിങ്ങളുടെ സ്വന്തം ഡാറ്റാ സ്രോതസുകളുമായി എഐ സംയോജനം -- **ഫംഗ്ഷൻ കോളിംഗ്**: കസ്റ്റം ടൂളുകളും പ്ലഗിനുകളും ഉപയോഗിച്ച് എഐ കഴിവുകൾ വിപുലീകരിക്കൽ -- **[→ അധ്യായം 3 ആരംഭിക്കുക](./03-CoreGenerativeAITechniques/README.md)** - -### **അധ്യായം 4: പ്രായോഗിക ഉപയോഗങ്ങളും പ്രോജക്ടുകളും** -- **പെറ്റ് സ്റ്റോറി ജനറേറ്റർ** (`petstory/`): GitHub മോഡലുകളുമായി സൃഷ്ടിപരമായ ഉള്ളടക്ക സൃഷ്ടി -- **ഫൗണ്ടറി ലോക്കൽ ഡെമോ** (`foundrylocal/`): OpenAI ജാവ SDK ഉപയോഗിച്ച് ലോക്കൽ എഐ മോഡൽ സംയോജനം -- **MCP കാൽക്കുലേറ്റർ സർവീസ്** (`calculator/`): സ്പ്രിംഗ് എഐ ഉപയോഗിച്ച് അടിസ്ഥാന മോഡൽ കോൺടെക്സ്റ്റ് പ്രോട്ടോക്കോൾ നടപ്പാക്കൽ -- **[→ അധ്യായം 4 ആരംഭിക്കുക](./04-PracticalSamples/README.md)** - -### **അധ്യായം 5: ഉത്തരവാദിത്വമുള്ള എഐ വികസനം** -- **GitHub മോഡലുകളുടെ സുരക്ഷ**: ഇൻബിൽറ്റ് ഉള്ളടക്ക ഫിൽട്ടറിംഗ്, സുരക്ഷാ സംവിധാനങ്ങൾ (ഹാർഡ് ബ്ലോക്കുകളും സോഫ്റ്റ് നിരസനങ്ങളും) പരീക്ഷണം -- **ഉത്തരവാദിത്വമുള്ള എഐ ഡെമോ**: ആധുനിക എഐ സുരക്ഷാ സംവിധാനങ്ങൾ പ്രായോഗികമായി കാണിക്കുന്ന ഹാൻഡ്‌സ്-ഓൺ ഉദാഹരണം -- **മികച്ച രീതികൾ**: നൈതിക എഐ വികസനത്തിനും വിനിയോഗത്തിനും ആവശ്യമായ മാർഗ്ഗനിർദ്ദേശങ്ങൾ -- **[→ അധ്യായം 5 ആരംഭിക്കുക](./05-ResponsibleGenAI/README.md)** +## കോഴ്‌സ് ഘടനയും പഠന പഥവും + +### **അദ്ധ്യായം 1: ജനറേറ്റീവ് എഐ പരിചയം** +- **പ്രധാന ആശയങ്ങൾ**: വലിയ ഭാഷാ മോഡലുകൾ, ടോക്കണുകൾ, എംബഡിങ്ങുകൾ, എഐ ശേഷികൾ എന്നിവയെക്കുറിച്ചുള്ള തിരിച്ചറിവ് +- **ജാവാ എഐ പരിസ്ഥിതി**: Spring AI, OpenAI SDKs എന്നിവയുടെ അവലೋಕനം +- **Model Context Protocol**: MCP പരിചയപ്പെടുത്തൽയും AI ഏജന്റ് ആശയവിനിമയത്തിൽ അതിന്റെ പങ്കും +- **പ്രായോഗിക പ്രയോഗങ്ങൾ**: ചാറ്റ്ബോട്ടുകളും ഉള്ളടക്കം സൃഷ്ടിക്കൽ ഉൾപ്പെടെയുള്ള വൈദ്യുതി അനുഭവങ്ങൾ +- **[→ Start Chapter 1](./01-IntroToGenAI/README.md)** + +### **അദ്ധ്യായം 2: വികസന പരിസ്ഥിതി സജ്ജീകരണം** +- **ബഹു-പ്രൊവൈഡർ ക്രമീകരണം**: GitHub Models, Azure OpenAI, OpenAI Java SDK ഇന്റഗ്രേഷനുകൾ സജ്ജമാക്കൽ +- **Spring Boot + Spring AI**: എന്റർപ്രൈസ് എഐ ആപ്ലിക്കേഷൻ വികസനത്തിന് മികച്ച രീതികൾ +- **GitHub Models**: പ്രോട്ടോടൈപ്പിംഗിനും പഠനത്തിനും സൗജന്യമായി മോഡൽ ആക്സസ് (ക്രെഡിറ്റ് കാർഡ് ആവശ്യമില്ല) +- **വികസന ഉപകരണങ്ങൾ**: Docker കണ്ടെയ്‌നറുകൾ, VS Code, GitHub Codespaces ക്രമീകരണം +- **[→ Start Chapter 2](./02-SetupDevEnvironment/README.md)** + +### **അദ്ധ്യായം 3: പ്രാഥമിക ജനറേറ്റീവ് എഐ സാങ്കേതികവിദ്യകൾ** +- **Prompt Engineering**: മികച്ച എഐ മോഡൽ പ്രതികരണങ്ങൾ നേടാനുള്ള സാങ്കേതിക വിദ്യകൾ +- **Embeddings & Vector Operations**: സെമാന്റിക് തിരയലും സാമ്യമുള്ള മെച്ചപ്പെട്ട മാച്ചിങ്ങും നടപ്പിലാക്കൽ +- **Retrieval-Augmented Generation (RAG)**: നിങ്ങളുടെ സ്വന്തം ഡാറ്റാ സ്രോതസ്സുകളുമായി എഐ സംയോജിപ്പിക്കൽ +- **Function Calling**: കസ്റ്റം ടൂളുകൾ കൂടാതെ പ്ലഗിനുകൾ വഴി എഐ കഴിവുകൾ വിപുലീകരിക്കുക +- **[→ Start Chapter 3](./03-CoreGenerativeAITechniques/README.md)** + +### **അദ്ധ്യായം 4: പ്രായോഗിക പ്രയോഗങ്ങളും പ്രോജക്റ്റുകളും** +- **Pet Story Generator** (`petstory/`): GitHub Models ഉപയോഗിച്ച് സൃഷ്ടിപരമായ ഉള്ളടക്കം നിർമിക്കൽ +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK ഉപയോഗിച്ച് ലോക്കൽ AI മോഡൽ ഇന്റഗ്രേഷൻ +- **MCP Calculator Service** (`calculator/`): Spring AI ഉപയോഗിച്ച് അടിസ്ഥാന Model Context Protocol നടപ്പാക്കൽ +- **[→ Start Chapter 4](./04-PracticalSamples/README.md)** + +### **അദ്ധ്യായം 5: ഉത്തരവാദിത്വമുള്ള എഐ വികസനം** +- **GitHub Models Safety**: ബിൽറ്റ്-ഇൻ ഉള്ളടക്ക ഫിൽട്ടറിംഗും സുരക്ഷാ മെക്കാനിസങ്ങളുടെയും (ഹാർഡ് ബ്ലോക്കുകളും സോഫ്റ്റ് നിരാകരണങ്ങളും) പരീക്ഷണം +- **Responsible AI Demo**: ആധുനിക എഐ സുരക്ഷാ സംവിധാനങ്ങൾ പ്രായോഗികമായി എങ്ങനെ പ്രവർത്തിക്കുന്നു എന്നത് കാണിക്കുന്ന ഹാൻഡ്‌സ്-ഓൺ ഉദാഹരണം +- **Best Practices**: നൈതികമായ എഐ വികസനത്തിനും വിന്യാസത്തിനും വേണ്ട അടിസ്ഥാന മാർഗ്ഗനിർദ്ദേശങ്ങൾ +- **[→ Start Chapter 5](./05-ResponsibleGenAI/README.md)** ## അധിക വിഭവങ്ങൾ -### ലാംഗ്‌ചെയിൻ +### LangChain [![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) [![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### അസ്യൂർ / എഡ്ജ് / MCP / ഏജന്റുകൾ +### Azure / Edge / MCP / Agents [![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) @@ -94,7 +94,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### ജനറേറ്റീവ് എഐ സീരീസ് +### Generative AI Series [![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -102,36 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### കോർ പഠനം +### Core Learning [![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) [![ആരംഭക്കാർക്കുള്ള IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![ആരംഭക്കാർക്കുള്ള XR ഡെവലപ്പ്മെന്റ്](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![ആരംഭക്കാർക്കുള്ള XR വികസനം](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### കോപൈലറ്റ് സീരീസ് -[![AI കൂട്ടായ പ്രോഗ്രാമിംഗിനുള്ള കോപൈലറ്റ്](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![C#/.NET-ക്കുള്ള കോപൈലറ്റ്](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![കോപൈലറ്റ് അഡ്വഞ്ചർ](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot പരമ്പര +[![AI ജോഡി പ്രോഗ്രാമിങ്ങിനുള്ള Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET-യ്ക്കുള്ള Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot അഡ്വഞ്ചർ](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## സഹായം നേടുക +## സഹായം -AI ആപ്പുകൾ നിർമ്മിക്കുന്നതിൽ നിങ്ങൾക്ക് തടസ്സം നേരിടുകയാണെങ്കിൽ അല്ലെങ്കിൽ എന്തെങ്കിലും ചോദ്യങ്ങളുണ്ടെങ്കിൽ, MCP-യെക്കുറിച്ചുള്ള ചർച്ചകളിൽ അനുഭവസമ്പന്നരായ ഡെവലപ്പർമാരും പഠനാർത്ഥികളും ചേർന്ന് സംസാരിക്കാം. ചോദ്യങ്ങൾ സ്വാഗതം ചെയ്യപ്പെടുന്ന, അറിവ് സ്വതന്ത്രമായി പങ്കുവെക്കുന്ന ഒരു പിന്തുണയുള്ള സമൂഹമാണ് ഇത്. +AI ആപ്പുകൾ നിർമ്മിക്കുന്നതിനെക്കുറിച്ച് നിങ്ങൾക്ക് കുടുങ്ങുകയാണെങ്കിൽ അല്ലെങ്കിൽ എന്തെങ്കിലും ചോദ്യം ഉണ്ടെങ്കിൽ. MCP-യെക്കുറിച്ചുള്ള ചർച്ചകളിൽ മറ്റ് പഠിക്കുന്നവരും പരിചയസമ്പന്നരായ ഡെവലപ്പർങ്ങളും ചേർന്ന് പങ്കെടുക്കൂ. ചോദ്യങ്ങൾക്ക് സ്വാഗതം പറയപ്പെടുന്ന, അറിവ് സ്വതന്ത്രമായി പങ്കിടപ്പെടുന്ന ഒരു പിന്തുണയുള്ള സമൂഹമാണ് ഇത്. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry ഡിസ്കോർഡ്](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -നിങ്ങൾക്ക് ഉൽപ്പന്ന പ്രതികരണമോ നിർമ്മാണത്തിൽ പിഴവുകളോ ഉണ്ടെങ്കിൽ സന്ദർശിക്കുക: +നിർമ്മിക്കുമ്പോൾ ഉത്പന്നം സംബന്ധിച്ച പ്രതികരണം അല്ലെങ്കിൽ തെറ്റുകൾ ഉണ്ടെങ്കിൽ സന്ദർശിക്കുക: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry ഡെവലപ്പർ ഫോറം](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**അസൂയാ**: -ഈ രേഖ AI വിവർത്തന സേവനം [Co-op Translator](https://github.com/Azure/co-op-translator) ഉപയോഗിച്ച് വിവർത്തനം ചെയ്തതാണ്. നാം കൃത്യതയ്ക്ക് ശ്രമിച്ചെങ്കിലും, സ്വയം പ്രവർത്തിക്കുന്ന വിവർത്തനങ്ങളിൽ പിശകുകൾ അല്ലെങ്കിൽ തെറ്റുകൾ ഉണ്ടാകാമെന്ന് ദയവായി ശ്രദ്ധിക്കുക. അതിന്റെ മാതൃഭാഷയിലുള്ള യഥാർത്ഥ രേഖയാണ് പ്രാമാണികമായ ഉറവിടം എന്ന് പരിഗണിക്കേണ്ടതാണ്. നിർണായകമായ വിവരങ്ങൾക്ക്, പ്രൊഫഷണൽ മനുഷ്യ വിവർത്തനം ശുപാർശ ചെയ്യപ്പെടുന്നു. ഈ വിവർത്തനത്തിന്റെ ഉപയോഗത്തിൽ നിന്നുണ്ടാകുന്ന ഏതെങ്കിലും തെറ്റിദ്ധാരണകൾക്കോ തെറ്റായ വ്യാഖ്യാനങ്ങൾക്കോ ഞങ്ങൾ ഉത്തരവാദികളല്ല. +അസ്വീകരണ കുറിപ്പ്: +ഈ രേഖ AI വിവർത്തന സേവനമായ [Co-op Translator](https://github.com/Azure/co-op-translator) ഉപയോഗിച്ച് വിവർത്തനം ചെയ്തതാണ്. നാം കൃത്യതയ്ക്കായി ശ്രമിച്ചുവെങ്കിലും, യന്ത്രവൽക്കൃത വിവർത്തനങ്ങളിൽ പിശകുകളും അപൂർണ്ണതകളും ഉണ്ടാകാവുന്നതാണെന്ന് ദയവായി ശ്രദ്ധിക്കുക. മൂല രേഖ അതിന്റെ മാതൃഭാഷയിലുള്ള പതിപ്പാണ് അധികാരപരമായ ഉറവിടമായി പരിഗണിക്കേണ്ടത്. നിർണായകമായ വിവരങ്ങൾക്ക് പ്രൊഫഷണൽ മനുഷ്യവിവർത്തനം ശുപാർശ ചെയ്യുന്നു. ഈ വിവർത്തനം ഉപയോഗിച്ചതിനാൽ ഉണ്ടാകുന്ന ഏതെങ്കിലും തെറ്റിദ്ധാരണകൾക്കും തെറ്റായ വ്യാഖ്യാനങ്ങൾക്കും ഞങ്ങൾ ഉത്തരവാദികളല്ല. \ No newline at end of file diff --git a/translations/mo/README.md b/translations/mo/README.md index a1c460aa..e27cacbd 100644 --- a/translations/mo/README.md +++ b/translations/mo/README.md @@ -1,136 +1,138 @@ -# 生成式 AI 初學者指南 - Java 版 +# 針對初學者的生成式 AI - Java 版 [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![生成式 AI 初學者指南 - Java 版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.mo.png) +![針對初學者的生成式 AI - Java 版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.mo.png) -**時間投入**：整個工作坊可在線完成，無需本地設置。環境設置約需 2 分鐘，探索範例則視探索深度需 1-3 小時。 +**時間投入**：整個工作坊可在線完成，不需本地設定。環境設定需要 2 分鐘，視探索深度，瀏覽範例需 1–3 小時。 -> **快速開始** +> **快速開始** -1. 將此儲存庫分叉到您的 GitHub 帳戶 -2. 點擊 **Code** → **Codespaces** 標籤 → **...** → **New with options...** -3. 使用預設值 – 這將選擇為本課程建立的開發容器 -4. 點擊 **Create codespace** -5. 等待約 2 分鐘，環境即準備就緒 -6. 直接跳至 [第一個範例](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. Fork 此儲存庫到你的 GitHub 帳戶 +2. Click **Code** → **Codespaces** tab → **...** → **New with options...** +3. 使用預設值 – 這會選擇為本課程建立的 Development container +4. Click **Create codespace** +5. 等待約 2 分鐘以讓環境準備就緒 +6. 直接跳到 [第一個範例](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **偏好本地克隆？** +> **想要在本機複製？** > -> 此儲存庫包含 50 多種語言翻譯，顯著增加下載大小。若要不含翻譯克隆，請使用稀疏檢出： +> 此儲存庫包含 50+ 種語言翻譯，這會大幅增加下載大小。若要在不下載翻譯的情況下複製，請使用 sparse checkout： > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> 這樣您將獲得完成課程所需的一切，且下載速度更快。 +> 這會提供完成課程所需的一切，同時大幅縮短下載時間。 + ## 多語言支援 -### 透過 GitHub Action 支援（自動且始終保持最新） +### 透過 GitHub Action 支援（自動化且保持最新） -[阿拉伯語](../ar/README.md) | [孟加拉語](../bn/README.md) | [保加利亞語](../bg/README.md) | [緬甸語 (Myanmar)](../my/README.md) | [中文 (簡體)](../zh/README.md) | [中文 (繁體，香港)](../hk/README.md) | [中文 (繁體，澳門)](./README.md) | [中文 (繁體，台灣)](../tw/README.md) | [克羅地亞語](../hr/README.md) | [捷克語](../cs/README.md) | [丹麥語](../da/README.md) | [荷蘭語](../nl/README.md) | [愛沙尼亞語](../et/README.md) | [芬蘭語](../fi/README.md) | [法語](../fr/README.md) | [德語](../de/README.md) | [希臘語](../el/README.md) | [希伯來語](../he/README.md) | [印地語](../hi/README.md) | [匈牙利語](../hu/README.md) | [印尼語](../id/README.md) | [義大利語](../it/README.md) | [日語](../ja/README.md) | [坎納達語](../kn/README.md) | [韓語](../ko/README.md) | [立陶宛語](../lt/README.md) | [馬來語](../ms/README.md) | [馬拉雅拉姆語](../ml/README.md) | [馬拉地語](../mr/README.md) | [尼泊爾語](../ne/README.md) | [奈及利亞皮欽語](../pcm/README.md) | [挪威語](../no/README.md) | [波斯語 (法爾西語)](../fa/README.md) | [波蘭語](../pl/README.md) | [葡萄牙語 (巴西)](../br/README.md) | [葡萄牙語 (葡萄牙)](../pt/README.md) | [旁遮普語 (Gurmukhi)](../pa/README.md) | [羅馬尼亞語](../ro/README.md) | [俄語](../ru/README.md) | [塞爾維亞語 (西里爾字母)](../sr/README.md) | [斯洛伐克語](../sk/README.md) | [斯洛文尼亞語](../sl/README.md) | [西班牙語](../es/README.md) | [斯瓦希里語](../sw/README.md) | [瑞典語](../sv/README.md) | [他加祿語 (菲律賓語)](../tl/README.md) | [泰米爾語](../ta/README.md) | [泰盧固語](../te/README.md) | [泰語](../th/README.md) | [土耳其語](../tr/README.md) | [烏克蘭語](../uk/README.md) | [烏爾都語](../ur/README.md) | [越南語](../vi/README.md) +[阿拉伯語](../ar/README.md) | [孟加拉語](../bn/README.md) | [保加利亞語](../bg/README.md) | [緬甸語（緬甸）](../my/README.md) | [中文（簡體）](../zh/README.md) | [繁體中文（香港）](../hk/README.md) | [繁體中文（澳門）](./README.md) | [繁體中文（台灣）](../tw/README.md) | [克羅地亞語](../hr/README.md) | [捷克語](../cs/README.md) | [丹麥語](../da/README.md) | [荷蘭語](../nl/README.md) | [愛沙尼亞語](../et/README.md) | [芬蘭語](../fi/README.md) | [法語](../fr/README.md) | [德語](../de/README.md) | [希臘語](../el/README.md) | [希伯來語](../he/README.md) | [印地語](../hi/README.md) | [匈牙利語](../hu/README.md) | [印尼語](../id/README.md) | [義大利語](../it/README.md) | [日語](../ja/README.md) | [坎納達語](../kn/README.md) | [韓語](../ko/README.md) | [立陶宛語](../lt/README.md) | [馬來語](../ms/README.md) | [馬拉雅拉姆語](../ml/README.md) | [馬拉地語](../mr/README.md) | [尼泊爾語](../ne/README.md) | [奈及利亞洋泾浜語](../pcm/README.md) | [挪威語](../no/README.md) | [波斯語（Farsi）](../fa/README.md) | [波蘭語](../pl/README.md) | [葡萄牙語（巴西）](../br/README.md) | [葡萄牙語（葡萄牙）](../pt/README.md) | [旁遮普語（Gurmukhi）](../pa/README.md) | [羅馬尼亞語](../ro/README.md) | [俄語](../ru/README.md) | [塞爾維亞語（西里爾字母）](../sr/README.md) | [斯洛伐克語](../sk/README.md) | [斯洛文尼亞語](../sl/README.md) | [西班牙語](../es/README.md) | [斯瓦希里語](../sw/README.md) | [瑞典語](../sv/README.md) | [他加祿語（菲律賓）](../tl/README.md) | [泰米爾語](../ta/README.md) | [泰盧固語](../te/README.md) | [泰語](../th/README.md) | [土耳其語](../tr/README.md) | [烏克蘭語](../uk/README.md) | [烏爾都語](../ur/README.md) | [越南語](../vi/README.md) ## 課程結構與學習路徑 ### **第一章：生成式 AI 簡介** -- **核心概念**：理解大型語言模型、標記、嵌入向量與 AI 能力 -- **Java AI 生態系統**：Spring AI 與 OpenAI SDK 概覽 -- **模型上下文協議**：介紹 MCP 及其在 AI 代理通訊中的角色 -- **實務應用**：包含聊天機器人與內容生成的真實案例 -- **[→ 開始第一章](./01-IntroToGenAI/README.md)** - -### **第二章：開發環境設置** -- **多供應商配置**：設置 GitHub Models、Azure OpenAI 與 OpenAI Java SDK 整合 -- **Spring Boot + Spring AI**：企業級 AI 應用開發最佳實踐 -- **GitHub Models**：免費 AI 模型存取，用於原型設計與學習（無需信用卡） -- **開發工具**：Docker 容器、VS Code 與 GitHub Codespaces 配置 -- **[→ 開始第二章](./02-SetupDevEnvironment/README.md)** +- **核心概念**：理解大型語言模型、詞元（tokens）、嵌入（embeddings）與 AI 能力 +- **Java AI 生態系統**：概覽 Spring AI 與 OpenAI SDKs +- **Model Context Protocol**：介紹 MCP 及其在 AI 代理通訊中的角色 +- **實務應用**：實際情境範例，包括聊天機器人與內容產生 +- **[→ 開始 第一章](./01-IntroToGenAI/README.md)** + +### **第二章：開發環境設定** +- **多供應者設定**：設定 GitHub Models、Azure OpenAI 與 OpenAI Java SDK 整合 +- **Spring Boot + Spring AI**：企業級 AI 應用開發最佳實務 +- **GitHub Models**：供原型與學習使用的免費 AI 模型存取（不需信用卡） +- **開發工具**：Docker 容器、VS Code 與 GitHub Codespaces 設定 +- **[→ 開始 第二章](./02-SetupDevEnvironment/README.md)** ### **第三章：核心生成式 AI 技術** -- **提示工程**：優化 AI 模型回應的技巧 -- **嵌入向量與向量運算**：實作語義搜尋與相似度匹配 -- **檢索增強生成 (RAG)**：結合 AI 與您自己的資料來源 -- **函數呼叫**：使用自訂工具與插件擴展 AI 能力 -- **[→ 開始第三章](./03-CoreGenerativeAITechniques/README.md)** +- **Prompt Engineering（提示工程）**：最佳化 AI 模型回應的技術 +- **嵌入與向量運算**：實作語意搜尋與相似度比對 +- **檢索增強生成（RAG）**：將 AI 與您自己的資料來源結合 +- **Function Calling（函式呼叫）**：以自定工具與外掛擴充 AI 能力 +- **[→ 開始 第三章](./03-CoreGenerativeAITechniques/README.md)** ### **第四章：實務應用與專案** -- **寵物故事生成器** (`petstory/`)：使用 GitHub Models 進行創意內容生成 -- **Foundry 本地示範** (`foundrylocal/`)：OpenAI Java SDK 的本地 AI 模型整合 -- **MCP 計算器服務** (`calculator/`)：使用 Spring AI 實作基本模型上下文協議 -- **[→ 開始第四章](./04-PracticalSamples/README.md)** +- **寵物故事產生器** (`petstory/`)：使用 GitHub Models 的創意內容生成 +- **Foundry 本地示範** (`foundrylocal/`)：與 OpenAI Java SDK 的本地 AI 模型整合 +- **MCP 計算服務** (`calculator/`)：利用 Spring AI 的基本 Model Context Protocol 實作 +- **[→ 開始 第四章](./04-PracticalSamples/README.md)** ### **第五章：負責任的 AI 開發** -- **GitHub Models 安全性**：測試內建內容過濾與安全機制（硬性封鎖與軟性拒絕） -- **負責任 AI 示範**：實作範例展示現代 AI 安全系統的運作 -- **最佳實務**：倫理 AI 開發與部署的基本指引 -- **[→ 開始第五章](./05-ResponsibleGenAI/README.md)** +- **GitHub Models 安全性**：測試內建內容過濾與安全機制（強制阻擋與柔性拒絕） +- **負責任的 AI 示範**：實作範例，展示現代 AI 安全系統的實務運作 +- **最佳實務**：倫理 AI 開發與部署的重要指引 +- **[→ 開始 第五章](./05-ResponsibleGenAI/README.md)** -## 額外資源 +## 其他資源 ### LangChain -[![LangChain4j 初學者指南](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js 初學者指南](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j 入門](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js 入門](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD 初學者指南](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI 初學者指南](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP 初學者指南](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents 初學者指南](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD 入門](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI 入門](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP 入門](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI 代理入門](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### 生成式 AI 系列 -[![生成式 AI 初學者指南](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![生成式 AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![生成式 AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![生成式 AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +[![生成式 AI 入門](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（.NET）](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（Java）](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（JavaScript）](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### 核心學習 -[![機器學習初學者](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![資料科學初學者](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![人工智能初學者](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![網絡安全初學者](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![網頁開發初學者](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![機器學習入門](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![資料科學入門](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![人工智慧入門](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![資安入門](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![網頁開發入門](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + +[![物聯網入門](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR 開發入門](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot 系列 -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![AI 配對程式設計 Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET 的 Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot 冒險](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## 尋求協助 -如果你遇到困難或對建立 AI 應用程式有任何疑問，歡迎加入其他學習者和經驗豐富的開發者，一同參與 MCP 的討論。這是一個支持性的社群，歡迎提問並自由分享知識。 +如果在建立 AI 應用程式時遇到卡關或有任何問題，請加入其他學習者與有經驗的開發人員，一同參與關於 MCP 的討論。這是一個互相支持的社群，歡迎提出問題並自由分享知識。 -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry 的 Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -如果你在開發過程中有產品反饋或錯誤，請造訪： +如果您在建立過程中有產品回饋或遇到錯誤，請造訪： -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry 開發者論壇](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**免責聲明**： -本文件係使用人工智能翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯。雖然我哋致力於確保準確性，但請注意，自動翻譯可能包含錯誤或不準確之處。原始文件之母語版本應視為權威來源。對於重要資訊，建議採用專業人工翻譯。因使用本翻譯而引致之任何誤解或誤釋，本公司概不負責。 +免責聲明： +本文件已使用 AI 翻譯服務 Co-op Translator（https://github.com/Azure/co-op-translator）進行翻譯。儘管我們致力於確保準確性，但請注意自動翻譯可能包含錯誤或不精確之處。原始文件之母語版本應被視為具權威性的來源。對於重要資訊，建議採用專業人工翻譯。我們不對因使用本翻譯而引致的任何誤解或曲解承擔責任。 \ No newline at end of file diff --git a/translations/mr/README.md b/translations/mr/README.md index 7adc7234..a49e12ca 100644 --- a/translations/mr/README.md +++ b/translations/mr/README.md @@ -1,81 +1,81 @@ -# जनरेटिव AI सुरुवातीसाठी - जावा आवृत्ती +# जनरेटिव्ह AI प्रारंभकर्त्यांसाठी - Java आवृत्ती [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![जनरेटिव AI सुरुवातीसाठी - जावा आवृत्ती](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.mr.png) +![जनरेटिव्ह AI प्रारंभकर्त्यांसाठी - Java आवृत्ती](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.mr.png) -**वेळेची बांधिलकी**: संपूर्ण कार्यशाळा स्थानिक सेटअपशिवाय ऑनलाइन पूर्ण केली जाऊ शकते. पर्यावरण सेटअपसाठी २ मिनिटे लागतात, तर नमुन्यांचा अभ्यास करण्यासाठी १-३ तास लागतात, जो अभ्यासाच्या खोलीवर अवलंबून आहे. +**वेळेची बांधिलकी**: संपूर्ण कार्यशाळा ऑनलाईन स्थानिक सेटअपशिवाय पूर्ण केली जाऊ शकते. पर्यावरण सेटअपसाठी 2 मिनिटे लागतात, नमुने तपासण्यासाठी 1-3 तास लागतील (शोधाच्या खोलीवर अवलंबून). -> **त्वरित प्रारंभ** +> **त्वरित प्रारंभ** 1. हा रेपॉझिटरी आपल्या GitHub खात्यावर Fork करा 2. क्लिक करा **Code** → **Codespaces** टॅब → **...** → **New with options...** -3. डीफॉल्ट वापरा – यामुळे या कोर्ससाठी तयार केलेला Development कंटेनर निवडला जाईल +3. डीफॉल्ट वापरा – यामुळे या कोर्ससाठी तयार केलेला Development container निवडला जाईल 4. क्लिक करा **Create codespace** -5. पर्यावरण तयार होण्यासाठी सुमारे २ मिनिटे थांबा -6. थेट जा [पहिल्या उदाहरणाकडे](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. पर्यावरण तयार होण्यासाठी सुमारे 2 मिनिटे प्रतीक्षा करा +6. थेट [पहिले उदाहरण](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) मध्ये जा -> **स्थानिक क्लोन करायचे आहे का?** +> **स्थानिकरित्या क्लोन करायला प्राधान्य आहे का?** > -> या रेपॉझिटरीमध्ये ५०+ भाषा अनुवाद आहेत ज्यामुळे डाउनलोड आकार मोठा होतो. अनुवादांशिवाय क्लोन करण्यासाठी sparse checkout वापरा: +> हा रेपॉझिटरी 50+ भाषा अनुवाद समाविष्ट करतो ज्यामुळे डाउनलोडचा आकार मोठा होतो. अनुवादांशिवाय क्लोन करण्यासाठी sparse checkout वापरा: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> यामुळे आपल्याला कोर्स पूर्ण करण्यासाठी आवश्यक सर्वकाही मिळेल आणि डाउनलोड जलद होईल. +> यामुळे तुम्हाला कोर्स पूर्ण करण्यासाठी आवश्यक असलेले सर्वकाही मिळते आणि डाउनलोड खूप वेगवान होते. -## बहुभाषिक समर्थन +## बहुभाषी समर्थन ### GitHub Action द्वारे समर्थित (स्वयंचलित आणि नेहमी अद्ययावत) -[अरबी](../ar/README.md) | [बंगाली](../bn/README.md) | [बल्गेरियन](../bg/README.md) | [बर्मी (म्यानमार)](../my/README.md) | [चिनी (सोपे)](../zh/README.md) | [चिनी (परंपरागत, हॉंग कॉंग)](../hk/README.md) | [चिनी (परंपरागत, मकाऊ)](../mo/README.md) | [चिनी (परंपरागत, तैवान)](../tw/README.md) | [क्रोएशियन](../hr/README.md) | [चेक](../cs/README.md) | [डॅनिश](../da/README.md) | [डच](../nl/README.md) | [एस्टोनियन](../et/README.md) | [फिनिश](../fi/README.md) | [फ्रेंच](../fr/README.md) | [जर्मन](../de/README.md) | [ग्रीक](../el/README.md) | [हिब्रू](../he/README.md) | [हिंदी](../hi/README.md) | [हंगेरियन](../hu/README.md) | [इंडोनेशियन](../id/README.md) | [इटालियन](../it/README.md) | [जपानी](../ja/README.md) | [कन्नड](../kn/README.md) | [कोरियन](../ko/README.md) | [लिथुआनियन](../lt/README.md) | [मलय](../ms/README.md) | [मलयाळम](../ml/README.md) | [मराठी](./README.md) | [नेपाली](../ne/README.md) | [नायजेरियन पिजिन](../pcm/README.md) | [नॉर्वेजियन](../no/README.md) | [फारसी (पर्शियन)](../fa/README.md) | [पोलिश](../pl/README.md) | [पोर्तुगीज (ब्राझील)](../br/README.md) | [पोर्तुगीज (पोर्तुगाल)](../pt/README.md) | [पंजाबी (गुरमुखी)](../pa/README.md) | [रोमानियन](../ro/README.md) | [रशियन](../ru/README.md) | [सर्बियन (सिरिलिक)](../sr/README.md) | [स्लोव्हाक](../sk/README.md) | [स्लोव्हेनियन](../sl/README.md) | [स्पॅनिश](../es/README.md) | [स्वाहिली](../sw/README.md) | [स्वीडिश](../sv/README.md) | [टागालॉग (फिलिपिनो)](../tl/README.md) | [तमिळ](../ta/README.md) | [तेलुगू](../te/README.md) | [थाई](../th/README.md) | [तुर्की](../tr/README.md) | [युक्रेनियन](../uk/README.md) | [उर्दू](../ur/README.md) | [व्हिएतनामी](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](./README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) -## कोर्स रचना आणि शिकण्याचा मार्ग +## कोर्स संरचना आणि शिकण्याचा मार्ग -### **अध्याय १: जनरेटिव AI परिचय** -- **मूलभूत संकल्पना**: मोठ्या भाषा मॉडेल्स, टोकन्स, एम्बेडिंग्ज आणि AI क्षमता समजून घेणे -- **जावा AI परिसंस्था**: Spring AI आणि OpenAI SDKs चे आढावा -- **मॉडेल संदर्भ प्रोटोकॉल**: MCP परिचय आणि AI एजंट संवादातील त्याची भूमिका -- **व्यावहारिक अनुप्रयोग**: चॅटबॉट्स आणि सामग्री निर्मितीसह वास्तविक जगातील परिस्थिती -- **[→ अध्याय १ सुरू करा](./01-IntroToGenAI/README.md)** +### **प्रकरण 1: जनरेटिव्ह AI परिचय** +- **मुख्य संकल्पना**: Large Language Models, टोकन्स, एम्बेडिंग्ज, आणि AI क्षमता समजून घेणे +- **Java AI इकोसिस्टम**: Spring AI आणि OpenAI SDKs चे आढावा +- **Model Context Protocol**: MCP आणि AI एजंट संवादात त्याची भूमिका याचा परिचय +- **प्रॅक्टिकल अनुप्रयोग**: चैटबॉट आणि सामग्री निर्मिती यांसारख्या वास्तविक जीवनातील परिस्थिती +- **[→ प्रकरण 1 सुरू करा](./01-IntroToGenAI/README.md)** -### **अध्याय २: विकास पर्यावरण सेटअप** -- **मल्टी-प्रोव्हायडर कॉन्फिगरेशन**: GitHub Models, Azure OpenAI, आणि OpenAI Java SDK एकत्रीकरण सेटअप करा +### **प्रकरण 2: विकास पर्यावरण सेटअप** +- **अनेक प्रदात्यांचे कॉन्फिगरेशन**: GitHub Models, Azure OpenAI, आणि OpenAI Java SDK एकत्रीकरण सेट अप करा - **Spring Boot + Spring AI**: एंटरप्राइझ AI अनुप्रयोग विकासासाठी सर्वोत्तम पद्धती - **GitHub Models**: प्रोटोटायपिंग आणि शिकण्यासाठी मोफत AI मॉडेल प्रवेश (क्रेडिट कार्ड आवश्यक नाही) -- **विकास साधने**: Docker कंटेनर्स, VS Code, आणि GitHub Codespaces कॉन्फिगरेशन -- **[→ अध्याय २ सुरू करा](./02-SetupDevEnvironment/README.md)** - -### **अध्याय ३: मुख्य जनरेटिव AI तंत्रे** -- **प्रॉम्प्ट इंजिनिअरिंग**: AI मॉडेल प्रतिसादांसाठी तंत्रे -- **एम्बेडिंग्ज आणि व्हेक्टर ऑपरेशन्स**: सेमॅंटिक शोध आणि सादृश्यता जुळणी अंमलात आणा -- **रिट्रीव्हल-ऑगमेंटेड जनरेशन (RAG)**: AI आपल्या स्वतःच्या डेटासोर्ससह एकत्र करा -- **फंक्शन कॉलिंग**: कस्टम टूल्स आणि प्लगइन्ससह AI क्षमता वाढवा -- **[→ अध्याय ३ सुरू करा](./03-CoreGenerativeAITechniques/README.md)** - -### **अध्याय ४: व्यावहारिक अनुप्रयोग आणि प्रकल्प** -- **पाळीव प्राणी कथा जनरेटर** (`petstory/`): GitHub Models सह सर्जनशील सामग्री निर्मिती -- **Foundry स्थानिक डेमो** (`foundrylocal/`): OpenAI Java SDK सह स्थानिक AI मॉडेल एकत्रीकरण -- **MCP कॅल्क्युलेटर सेवा** (`calculator/`): Spring AI सह मूलभूत मॉडेल संदर्भ प्रोटोकॉल अंमलबजावणी -- **[→ अध्याय ४ सुरू करा](./04-PracticalSamples/README.md)** - -### **अध्याय ५: जबाबदार AI विकास** -- **GitHub Models सुरक्षा**: अंगभूत सामग्री फिल्टरिंग आणि सुरक्षा यंत्रणा (कठोर ब्लॉक्स आणि सौम्य नकार) तपासा -- **जबाबदार AI डेमो**: आधुनिक AI सुरक्षा प्रणाली कशी कार्य करते याचे प्रत्यक्ष उदाहरण -- **सर्वोत्तम पद्धती**: नैतिक AI विकास आणि तैनातीसाठी आवश्यक मार्गदर्शक तत्त्वे -- **[→ अध्याय ५ सुरू करा](./05-ResponsibleGenAI/README.md)** +- **विकास साधने**: Docker कंटेनर्स, VS Code, आणि GitHub Codespaces सेटअप +- **[→ प्रकरण 2 सुरू करा](./02-SetupDevEnvironment/README.md)** + +### **प्रकरण 3: मूलभूत जनरेटिव्ह AI तंत्र** +- **प्रॉम्प्ट इंजिनीअरिंग**: AI मॉडेलच्या उत्तम प्रतिसादांसाठी तंत्र +- **एंबेडिंग्ज आणि व्हेक्टर ऑपरेशन्स**: सिमॅन्टिक शोध आणि साम्य जुळवणी अंमलात आणा +- **Retrieval-Augmented Generation (RAG)**: AI ला आपल्या स्वतःच्या डेटा स्रोतांसोबत जोडा +- **फंक्शन कॉलिंग**: कस्टम टूल्स आणि प्लगइन्सने AI क्षमता वाढवा +- **[→ प्रकरण 3 सुरू करा](./03-CoreGenerativeAITechniques/README.md)** + +### **प्रकरण 4: प्रॅक्टिकल अनुप्रयोग आणि प्रकल्प** +- **Pet Story Generator** (`petstory/`): GitHub Models सह सर्जनशील सामग्री निर्मिती +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK सह स्थानिक AI मॉडेल एकत्रीकरण +- **MCP Calculator Service** (`calculator/`): Spring AI सह बेसिक Model Context Protocol अमलात आणणे +- **[→ प्रकरण 4 सुरू करा](./04-PracticalSamples/README.md)** + +### **प्रकरण 5: जबाबदार AI विकास** +- **GitHub Models सुरक्षा**: बिल्ट-इन कंटेंट फिल्टरिंग आणि सुरक्षा यंत्रणा (हार्ड ब्लॉक्स आणि सॉफ्ट नकार) चाचणी करा +- **Responsible AI Demo**: प्रत्यक्ष उदाहरण जे आधुनिक AI सुरक्षा प्रणाली प्रत्यक्षात कशी कार्य करतात ते दाखवते +- **सर्वोत्तम पद्धती**: नैतिक AI विकास आणि तैनातीसाठी आवश्यक मार्गदर्शक तत्वे +- **[→ प्रकरण 5 सुरू करा](./05-ResponsibleGenAI/README.md)** ## अतिरिक्त संसाधने @@ -94,44 +94,44 @@ CO_OP_TRANSLATOR_METADATA: --- -### जनरेटिव AI मालिका -[![जनरेटिव AI सुरुवातीसाठी](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![जनरेटिव AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![जनरेटिव AI (जावा)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![जनरेटिव AI (जावास्क्रिप्ट)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### जनरेटिव्ह AI सिरीज +[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### मुख्य शिक्षण [![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![डेटा सायन्स सुरुवातीसाठी](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI सुरुवातीसाठी](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![सायबरसुरक्षा सुरुवातीसाठी](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![वेब विकास सुरुवातीसाठी](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![सुरुवातीसाठी IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![सुरुवातीसाठी XR विकास](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot मालिका -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![AI जोडलेल्या प्रोग्रामिंगसाठी Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET साठी Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot साहस](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## मदत मिळवा -जर तुम्हाला अडचण येत असेल किंवा AI अॅप्स तयार करण्याबाबत काही प्रश्न असतील तर. MCP बद्दल चर्चा करण्यासाठी सहकारी शिकणारे आणि अनुभवी विकसकांमध्ये सामील व्हा. ही एक सहायक समुदाय आहे जिथे प्रश्न विचारले जातात आणि ज्ञान मोकळेपणाने शेअर केले जाते. +जर तुम्ही अडकलेले असाल किंवा AI अॅप्स तयार करताना काही प्रश्न असतील, तर साथीच्या शिकणाऱ्यांसोबत आणि अनुभवी विकासकांसोबत MCP विषयी चर्चेत सामील व्हा. हे एक पाठिंबा देणारे समुदाय आहे जिथे प्रश्नांचे स्वागत केले जाते आणि ज्ञान मोकळेपणाने सामायिक केले जाते. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry डिस्कॉर्ड](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -जर तुम्हाला उत्पादनाबाबत अभिप्राय किंवा त्रुटी आढळल्यास, कृपया भेट द्या: +जर तुम्हाला उत्पादनाबद्दल अभिप्राय असेल किंवा तयार करताना त्रुटी आढळल्या असतील तर येथे भेट द्या: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry विकसक मंच](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**अस्वीकरण**: -हा दस्तऐवज AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) वापरून अनुवादित केला आहे. आम्ही अचूकतेसाठी प्रयत्नशील असलो तरी, कृपया लक्षात घ्या की स्वयंचलित अनुवादांमध्ये चुका किंवा अचूकतेच्या त्रुटी असू शकतात. मूळ दस्तऐवज त्याच्या स्थानिक भाषेत अधिकृत स्रोत मानला जावा. महत्त्वाच्या माहितीसाठी व्यावसायिक मानवी अनुवाद शिफारसीय आहे. या अनुवादाच्या वापरामुळे उद्भवलेल्या कोणत्याही गैरसमजुती किंवा चुकीच्या अर्थलागी आम्ही जबाबदार नाही. +अस्वीकरण: +हा दस्तऐवज AI अनुवाद सेवा Co-op Translator (https://github.com/Azure/co-op-translator) वापरून अनुवादित केला आहे. आम्ही अचूकतेसाठी प्रयत्न करतो; तरीही कृपया लक्षात ठेवा की स्वयंचलित अनुवादांमध्ये चुका किंवा अपूर्णता असू शकते. मूळ दस्तऐवज त्याच्या मूळ भाषेत अधिकृत स्रोत मानला जावा. महत्वाच्या बाबींकरिता व्यावसायिक मानवी अनुवादाची शिफारस केली जाते. या अनुवादाच्या वापरामुळे उद्भवणाऱ्या कोणत्याही गैरसमजुतीं किंवा चुकीच्या अर्थलावांसाठी आम्ही जबाबदार नाही. \ No newline at end of file diff --git a/translations/ms/README.md b/translations/ms/README.md index 9944c1e3..873a3512 100644 --- a/translations/ms/README.md +++ b/translations/ms/README.md @@ -1,68 +1,68 @@ -# Generative AI untuk Pemula - Edisi Java +# AI Generatif untuk Pemula - Edisi Java [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI untuk Pemula - Edisi Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ms.png) +![AI Generatif untuk Pemula - Edisi Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ms.png) -**Komitmen Masa**: Keseluruhan bengkel boleh diselesaikan secara dalam talian tanpa persediaan tempatan. Persediaan persekitaran mengambil masa 2 minit, dengan penerokaan contoh memerlukan 1-3 jam bergantung pada kedalaman penerokaan. +**Komitmen Masa**: Keseluruhan bengkel boleh diselesaikan secara dalam talian tanpa persediaan tempatan. Persediaan persekitaran mengambil masa 2 minit, dengan penerokaan contoh memerlukan 1-3 jam bergantung pada tahap penerokaan. -> **Mula dengan Cepat** +> **Mula Pantas** 1. Fork repositori ini ke akaun GitHub anda -2. Klik **Code** → tab **Codespaces** → **...** → **New with options...** -3. Gunakan tetapan lalai – ini akan memilih kontena Pembangunan yang dibuat untuk kursus ini +2. Klik **Code** → **Codespaces** tab → **...** → **New with options...** +3. Gunakan tetapan lalai – ini akan memilih kontena Pembangunan yang dicipta untuk kursus ini 4. Klik **Create codespace** -5. Tunggu ~2 minit untuk persekitaran sedia -6. Teruskan ke [Contoh pertama](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. Tunggu ~2 minit untuk persekitaran bersedia +6. Terus ke [Contoh pertama](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Lebih Suka Clone Secara Tempatan?** +> **Lebih suka Mengklon Secara Tempatan?** > -> Repositori ini termasuk lebih 50 terjemahan bahasa yang secara signifikan meningkatkan saiz muat turun. Untuk clone tanpa terjemahan, gunakan sparse checkout: +> Repositori ini mengandungi 50+ terjemahan bahasa yang secara ketara meningkatkan saiz muat turun. Untuk mengklon tanpa terjemahan, gunakan sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Ini memberikan anda segala yang anda perlukan untuk menyelesaikan kursus dengan muat turun yang jauh lebih pantas. +> Ini memberi anda segala yang anda perlukan untuk melengkapkan kursus dengan muat turun yang jauh lebih pantas. ## Sokongan Pelbagai Bahasa -### Disokong melalui GitHub Action (Automatik & Sentiasa Dikemas Kini) +### Disokong melalui GitHub Action (Automatik & Sentiasa Terkini) -[Arab](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgaria](../bg/README.md) | [Burma (Myanmar)](../my/README.md) | [Cina (Ringkas)](../zh/README.md) | [Cina (Tradisional, Hong Kong)](../hk/README.md) | [Cina (Tradisional, Macau)](../mo/README.md) | [Cina (Tradisional, Taiwan)](../tw/README.md) | [Kroasia](../hr/README.md) | [Czech](../cs/README.md) | [Denmark](../da/README.md) | [Belanda](../nl/README.md) | [Estonia](../et/README.md) | [Finland](../fi/README.md) | [Perancis](../fr/README.md) | [Jerman](../de/README.md) | [Greek](../el/README.md) | [Ibrani](../he/README.md) | [Hindi](../hi/README.md) | [Hungary](../hu/README.md) | [Indonesia](../id/README.md) | [Itali](../it/README.md) | [Jepun](../ja/README.md) | [Kannada](../kn/README.md) | [Korea](../ko/README.md) | [Lithuania](../lt/README.md) | [Melayu](./README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Pidgin Nigeria](../pcm/README.md) | [Norway](../no/README.md) | [Parsi (Farsi)](../fa/README.md) | [Poland](../pl/README.md) | [Portugis (Brazil)](../br/README.md) | [Portugis (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romania](../ro/README.md) | [Rusia](../ru/README.md) | [Serbia (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenia](../sl/README.md) | [Sepanyol](../es/README.md) | [Swahili](../sw/README.md) | [Sweden](../sv/README.md) | [Tagalog (Filipina)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turki](../tr/README.md) | [Ukraine](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnam](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](./README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) ## Struktur Kursus & Laluan Pembelajaran -### **Bab 1: Pengenalan kepada Generative AI** -- **Konsep Teras**: Memahami Model Bahasa Besar, token, embeddings, dan keupayaan AI -- **Ekosistem AI Java**: Gambaran keseluruhan Spring AI dan OpenAI SDK -- **Protokol Konteks Model**: Pengenalan MCP dan peranannya dalam komunikasi agen AI +### **Bab 1: Pengenalan kepada AI Generatif** +- **Konsep Teras**: Memahami Large Language Models, token, embeddings, dan kebolehan AI +- **Ekosistem AI Java**: Gambaran keseluruhan Spring AI dan OpenAI SDKs +- **Protokol Konteks Model**: Pengenalan kepada MCP dan perannya dalam komunikasi agen AI - **Aplikasi Praktikal**: Senario dunia sebenar termasuk chatbot dan penjanaan kandungan - **[→ Mula Bab 1](./01-IntroToGenAI/README.md)** ### **Bab 2: Persediaan Persekitaran Pembangunan** -- **Konfigurasi Multi-Penyedia**: Sediakan GitHub Models, Azure OpenAI, dan integrasi OpenAI Java SDK +- **Konfigurasi Multi-Pembekal**: Sediakan integrasi GitHub Models, Azure OpenAI, dan OpenAI Java SDK - **Spring Boot + Spring AI**: Amalan terbaik untuk pembangunan aplikasi AI perusahaan -- **GitHub Models**: Akses model AI percuma untuk prototaip dan pembelajaran (tiada kad kredit diperlukan) -- **Alat Pembangunan**: Kontena Docker, VS Code, dan konfigurasi GitHub Codespaces +- **GitHub Models**: Akses model AI percuma untuk prototaip dan pembelajaran (no credit card required) +- **Alat Pembangunan**: Docker containers, VS Code, dan konfigurasi GitHub Codespaces - **[→ Mula Bab 2](./02-SetupDevEnvironment/README.md)** -### **Bab 3: Teknik Teras Generative AI** -- **Reka Bentuk Prompt**: Teknik untuk respons model AI yang optimum -- **Embeddings & Operasi Vektor**: Laksanakan carian semantik dan padanan kesamaan +### **Bab 3: Teknik Teras AI Generatif** +- **Prompt Engineering**: Teknik untuk respons model AI yang optimum +- **Embeddings & Operasi Vektor**: Laksana carian semantik dan padanan kesamaan - **Retrieval-Augmented Generation (RAG)**: Gabungkan AI dengan sumber data anda sendiri -- **Panggilan Fungsi**: Luaskan keupayaan AI dengan alat dan plugin tersuai +- **Function Calling**: Luaskan kebolehan AI dengan alat dan pemalam tersuai - **[→ Mula Bab 3](./03-CoreGenerativeAITechniques/README.md)** ### **Bab 4: Aplikasi Praktikal & Projek** @@ -72,8 +72,8 @@ CO_OP_TRANSLATOR_METADATA: - **[→ Mula Bab 4](./04-PracticalSamples/README.md)** ### **Bab 5: Pembangunan AI Bertanggungjawab** -- **Keselamatan GitHub Models**: Uji penapisan kandungan terbina dalam dan mekanisme keselamatan (blok keras dan penolakan lembut) -- **Demo AI Bertanggungjawab**: Contoh praktikal menunjukkan bagaimana sistem keselamatan AI moden berfungsi +- **Keselamatan GitHub Models**: Uji penapisan kandungan terbina dan mekanisme keselamatan (hard blocks dan soft refusals) +- **Demo AI Bertanggungjawab**: Contoh praktikal menunjukkan bagaimana sistem keselamatan AI moden berfungsi dalam amalan - **Amalan Terbaik**: Garis panduan penting untuk pembangunan dan penyebaran AI yang beretika - **[→ Mula Bab 5](./05-ResponsibleGenAI/README.md)** @@ -86,19 +86,19 @@ CO_OP_TRANSLATOR_METADATA: --- -### Azure / Edge / MCP / Agen +### Azure / Edge / MCP / Ejen [![AZD untuk Pemula](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI untuk Pemula](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP untuk Pemula](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Agen AI untuk Pemula](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Ejen AI untuk Pemula](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Siri Generative AI -[![Generative AI untuk Pemula](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Siri AI Generatif +[![AI Generatif untuk Pemula](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Generatif (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![AI Generatif (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![AI Generatif (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- @@ -121,17 +121,17 @@ CO_OP_TRANSLATOR_METADATA: ## Mendapatkan Bantuan -Jika anda tersekat atau mempunyai sebarang soalan tentang membina aplikasi AI. Sertai pelajar lain dan pembangun berpengalaman dalam perbincangan mengenai MCP. Ia adalah komuniti yang menyokong di mana soalan dialu-alukan dan pengetahuan dikongsi dengan bebas. +Jika anda tersangkut atau mempunyai sebarang pertanyaan mengenai pembinaan aplikasi AI. Sertai rakan pelajar dan pembangun berpengalaman dalam perbincangan mengenai MCP. Ia adalah sebuah komuniti yang menyokong di mana soalan dialu-alukan dan pengetahuan dikongsi dengan bebas. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Jika anda mempunyai maklum balas produk atau ralat semasa membina, lawati: +Jika anda mempunyai maklum balas produk atau ralat semasa membina lawati: [![Forum Pembangun Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Penafian**: -Dokumen ini telah diterjemahkan menggunakan perkhidmatan terjemahan AI [Co-op Translator](https://github.com/Azure/co-op-translator). Walaupun kami berusaha untuk ketepatan, sila ambil perhatian bahawa terjemahan automatik mungkin mengandungi kesilapan atau ketidaktepatan. Dokumen asal dalam bahasa asalnya harus dianggap sebagai sumber yang sahih. Untuk maklumat penting, terjemahan profesional oleh manusia adalah disyorkan. Kami tidak bertanggungjawab atas sebarang salah faham atau salah tafsir yang timbul daripada penggunaan terjemahan ini. +Penafian: +Dokumen ini telah diterjemahkan menggunakan perkhidmatan terjemahan AI Co-op Translator (https://github.com/Azure/co-op-translator). Walaupun kami berusaha untuk ketepatan, sila ambil perhatian bahawa terjemahan automatik mungkin mengandungi ralat atau ketidakakuratan. Dokumen asal dalam bahasa asalnya hendaklah dianggap sebagai sumber rujukan yang sah. Untuk maklumat penting, terjemahan profesional oleh penterjemah manusia adalah disyorkan. Kami tidak bertanggungjawab terhadap sebarang salah faham atau salah tafsir yang timbul daripada penggunaan terjemahan ini. \ No newline at end of file diff --git a/translations/my/README.md b/translations/my/README.md index 5c167841..5f91254b 100644 --- a/translations/my/README.md +++ b/translations/my/README.md @@ -1,80 +1,80 @@ -# Generative AI for Beginners - Java Edition +# Generative AI အခြေခံများ - Java ဗားရှင်း [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.my.png) +![Generative AI အခြေခံများ - Java ဗားရှင်း](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.my.png) -**အချိန်ပေးရန်**: အလုပ်ရုံပွဲတစ်ခုလုံးကို ဒေသတွင်းဆက်တင်မလိုဘဲ အွန်လိုင်းမှ ပြီးမြောက်နိုင်သည်။ ပတ်ဝန်းကျင်ဆက်တင်ခြင်းမှာ ၂ မိနစ်ကြာပြီး နမူနာများကို စူးစမ်းရန် ၁-၃ နာရီကြာနိုင်သည်၊ စူးစမ်းမှုအနက်အလိုက် မတူညီနိုင်သည်။ +**အချိန် တာဝန်ပေးမှု**: အစီအစဉ်အပြည့်အားလုံးကို local setup မလိုဘဲ အွန်လိုင်းပတ်ဝန်းကျင်တွင် ပြီးမြောက်နိုင်ပါသည်။ ပတ်ဝန်းကျင်ကို စတင်တပ်ဆင်ရန် ၂ မိနစ် ဆောင်ရွက်ရပြီး နမူနာများကို လေ့လာလိုလျှင် စူးစမ်းမှုအနက်အတိုင်း ၁-၃ နာရီ ဆောင်ရွက်ရန် လိုအပ်နိုင်သည်။ -> **အမြန်စတင်ရန်** +> **အမြန် စတင်ခြင်း** +> +> 1. ဤ repository ကို သင့် GitHub အကောင့်သို့ Fork ပြုလုပ်ပါ +> 2. Click **Code** → **Codespaces** tab → **...** → **New with options...** +> 3. ပုံသေနည်းများကို သုံးပါ – ၎င်းအား သင်ကြားရေးသင်တန်းအတွက် ဖန်တီးထားသော Development container ကို ရွေးမည် +> 4. Click **Create codespace** +> 5. ပတ်ဝန်းကျင် ပြင်ဆင်ပြီး အသင့်ဖြစ်ရန် လက်ရှိ ~2 မိနစ် စောင့်ဆိုင်းပါ +> 6. တိုက်ရိုက် [ပထမဥပမာ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) သို့ သွားပါ -1. ဤ repository ကို သင့် GitHub အကောင့်သို့ fork လုပ်ပါ -2. **Code** → **Codespaces** tab → **...** → **New with options...** ကိုနှိပ်ပါ -3. ပုံမှန်တန်ဖိုးများကို အသုံးပြုပါ – ဤသည်က သင်တန်းအတွက် ဖန်တီးထားသော Development container ကို ရွေးချယ်မည်ဖြစ်သည် -4. **Create codespace** ကိုနှိပ်ပါ -5. ပတ်ဝန်းကျင် ပြင်ဆင်ပြီးရန် ~၂ မိနစ် စောင့်ပါ -6. တိုက်ရိုက် [ပထမဥပမာ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) သို့ သွားပါ - -> **ဒေသတွင်း Clone လုပ်ချင်ပါသလား?** -> -> ဤ repository တွင် ဘာသာစကား ၅၀ ကျော် ဘာသာပြန်ချက်များ ပါဝင်ပြီး ဒေါင်းလုပ်အရွယ်အစားကို အလွန်တိုးမြှင့်သည်။ ဘာသာပြန်ချက်များမပါဘဲ clone လုပ်ရန် sparse checkout ကို အသုံးပြုပါ: -> ```bash +> **တရားဝင် အရင်ကလန်းဖြင့် Clone လုပ်ချင်ပါသလား?** +> +> ဤ repository တွင် ၅၀ ကျော် ဘာသာစကား ဘာသာပြန်များ ပါဝင်ကာ ဒေါင်းလုပ်စွမ်းအားကို အလွန်တိုးမြှင့်စေသည်။ ဘာသာပြန်များ မပါဘဲ clone လုပ်ရန် sparse checkout ကို အသုံးပြုပါ: +> > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> ၎င်းသည် သင်တန်းကို အလျင်အမြန်ပြီးမြောက်စေရန် လိုအပ်သည့် အရာအားလုံးကို ပေးသည်။ +> ၎င်းသည် သင့်အား သင်တန်းကို ပြီးမြောက်နိုင်ရန် လိုအပ်သည့် အရာများအားလုံးကို ပိုမိုမြန်ဆန်စွာ ဒေါင်းလုတ်လုပ်ပေးမည်။ -## ဘာသာစကားများစွာကို ထောက်ပံ့မှု +## ဘာသာစကားများအထောက်အပံ့ -### GitHub Action မှတဆင့် ထောက်ပံ့သည် (အလိုအလျောက်နှင့် အမြဲတမ်းနောက်ဆုံးပေါ်) +### GitHub Action ဖြင့် ထောက်ပံ့သည် (အလိုအလျောက် & အမြဲတမ်း ခေတ်မီ) [Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](./README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) -## သင်တန်းဖွဲ့စည်းမှုနှင့် သင်ယူမှုလမ်းကြောင်း - -### **အခန်း ၁: Generative AI အကြောင်းအရာမိတ်ဆက်ခြင်း** -- **အဓိကအယူအဆများ**: ကြီးမားသောဘာသာစကားမော်ဒယ်များ၊ token များ၊ embedding များနှင့် AI စွမ်းဆောင်ရည်များကို နားလည်ခြင်း -- **Java AI ပတ်ဝန်းကျင်**: Spring AI နှင့် OpenAI SDK များအကြောင်း အနှစ်ချုပ် -- **Model Context Protocol**: MCP နှင့် AI အေးဂျင့်ဆက်သွယ်မှုတွင် ၎င်း၏ အခန်းကဏ္ဍ မိတ်ဆက်ခြင်း -- **လက်တွေ့အသုံးချမှုများ**: စကားပြောစက်များနှင့် အကြောင်းအရာဖန်တီးခြင်း အပါအဝင် အမှန်တကယ်ဖြစ်ပေါ်နေသော အခြေအနေများ -- **[→ အခန်း ၁ စတင်ရန်](./01-IntroToGenAI/README.md)** - -### **အခန်း ၂: ဖွံ့ဖြိုးရေးပတ်ဝန်းကျင် ဆက်တင်ခြင်း** -- **အမျိုးမျိုးသော ပံ့ပိုးသူများ စီမံခန့်ခွဲမှု**: GitHub Models, Azure OpenAI နှင့် OpenAI Java SDK ပေါင်းစပ်ခြင်း -- **Spring Boot + Spring AI**: စီးပွားရေး AI အက်ပလီကေးရှင်း ဖွံ့ဖြိုးရေးအတွက် အကောင်းဆုံးလေ့လာမှုများ -- **GitHub Models**: prototype ဖန်တီးခြင်းနှင့် သင်ယူခြင်းအတွက် အခမဲ့ AI မော်ဒယ်များ (ကဒ်မလိုအပ်) -- **ဖွံ့ဖြိုးရေးကိရိယာများ**: Docker container များ၊ VS Code နှင့် GitHub Codespaces ဆက်တင်ခြင်း -- **[→ အခန်း ၂ စတင်ရန်](./02-SetupDevEnvironment/README.md)** - -### **အခန်း ၃: အဓိက Generative AI နည်းပညာများ** -- **Prompt Engineering**: AI မော်ဒယ်တုံ့ပြန်မှုအတွက် အကောင်းဆုံးနည်းလမ်းများ -- **Embedding များနှင့် Vector လုပ်ဆောင်ချက်များ**: semantic ရှာဖွေရေးနှင့် ဆင်တူမှုကို ကိုင်တွယ်ခြင်း -- **Retrieval-Augmented Generation (RAG)**: သင့်ဒေတာအရင်းအမြစ်များနှင့် AI ပေါင်းစပ်ခြင်း -- **Function Calling**: AI စွမ်းဆောင်ရည်များကို စိတ်ကြိုက်ကိရိယာများနှင့် plugin များဖြင့် တိုးချဲ့ခြင်း -- **[→ အခန်း ၃ စတင်ရန်](./03-CoreGenerativeAITechniques/README.md)** - -### **အခန်း ၄: လက်တွေ့အသုံးချမှုများနှင့် ပရောဂျက်များ** -- **Pet Story Generator** (`petstory/`): GitHub Models ဖြင့် ဖန်တီးမှုအကြောင်းအရာများ -- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK ဖြင့် ဒေသတွင်း AI မော်ဒယ် ပေါင်းစပ်ခြင်း +## ကိုर्स ဖွဲ့စည်းပုံ နှင့် သင်ယူမှု လမ်းကြောင်း + +### **အခန်း ၁: Generative AI အား မိတ်ဆက်ခြင်း** +- **အဓိက အယူအဆများ**: Large Language Models များ၊ token များ၊ embeddings နှင့် AI ၏ စွမ်းရည်များကို နားလည်ခြင်း +- **Java AI ပတ်ဝန်းကျင်**: Spring AI နှင့် OpenAI SDK များအကြောင်းအကျဉ်းချုံး +- **Model Context Protocol**: MCP ကို မိတ်ဆက်ခြင်းနှင့် AI agent များ၏ ဆက်သွယ်မှုတွင် ၎င်း၏ အခန်းကဏ္ဍ +- **လက်တွေ့ အသုံးချနိုင်မှုများ**: စကားပြော bot များနှင့် အကြောင်းအရာ ဖန်တီးခြင်း အပါအဝင် အမှန်တကယ့် အသုံးအမြင်များ +- **[→ အခန်း ၁ ကို စတင်ပါ](./01-IntroToGenAI/README.md)** + +### **အခန်း ၂: ဖွံ့ဖြိုးရေး ပတ်ဝန်းကျင် တပ်ဆင်ခြင်း** +- **Multi-Provider ဖွဲ့စည်းမှု**: GitHub Models, Azure OpenAI, နှင့် OpenAI Java SDK ပေါင်းစည်းမှုများ တပ်ဆင်ခြင်း +- **Spring Boot + Spring AI**: အဖွဲ့အစည်းအတွက် AI application ဖွံ့ဖြိုးရေးအတွက် အကောင်းဆုံး လေ့လာမှုများ +- **GitHub Models**: ပရိုတိုတိုက်နှင့် သင်ယူမှုအတွက် အခမဲ့ AI မော်ဒယ်များ (credit card မလို) +- **ဖွံ့ဖြိုးရေး ကိရိယာများ**: Docker containers, VS Code, နှင့် GitHub Codespaces ဖွဲ့စည်းမှု +- **[→ အခန်း ၂ ကို စတင်ပါ](./02-SetupDevEnvironment/README.md)** + +### **အခန်း ၃: Core Generative AI နည်းလမ်းများ** +- **Prompt Engineering**: AI မော်ဒယ်မှ အကောင်းဆုံး တုံ့ပြန်ချက်ရရန် နည်းလမ်းများ +- **Embeddings & Vector လုပ်ဆောင်မှုများ**: semantic search နှင့် similarity matching ကို တာဝန်ယူ အကောင်အထည်ဖော်ခြင်း +- **Retrieval-Augmented Generation (RAG)**: သင်၏ကိုယ်ပိုင်ဒေတာ ရင်းမြစ်များနှင့် AI ကို ပေါင်းစပ်ခြင်း +- **Function Calling**: AI ၏ စွမ်းဆောင်ရည်ကို custom tools နှင့် plugins များဖြင့် တိုးချဲ့ခြင်း +- **[→ အခန်း ၃ ကို စတင်ပါ](./03-CoreGenerativeAITechniques/README.md)** + +### **အခန်း ၄: လက်တွေ့ အသုံးချမှုများ & ပရောဂျက်များ** +- **Pet Story Generator** (`petstory/`): GitHub Models ဖြင့် ဖန်တီးမှု အကြောင်းအရာများ +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK ဖြင့် ဒေသခံ AI မော်ဒယ် အထိမ်းအမှတ် ပေါင်းစည်းမှု - **MCP Calculator Service** (`calculator/`): Spring AI ဖြင့် အခြေခံ Model Context Protocol အကောင်အထည်ဖော်ခြင်း -- **[→ အခန်း ၄ စတင်ရန်](./04-PracticalSamples/README.md)** +- **[→ အခန်း ၄ ကို စတင်ပါ](./04-PracticalSamples/README.md)** -### **အခန်း ၅: တာဝန်ရှိသော AI ဖွံ့ဖြိုးရေး** -- **GitHub Models လုံခြုံရေး**: အတွင်းပိုင်း အကြောင်းအရာစစ်ထုတ်ခြင်းနှင့် လုံခြုံရေးစနစ်များ (ခိုင်မာသောတားမြစ်မှုများနှင့် နူးညံ့သောငြင်းပယ်မှုများ) စမ်းသပ်ခြင်း -- **တာဝန်ရှိသော AI ဒေမို**: ခေတ်မီ AI လုံခြုံရေးစနစ်များ လက်တွေ့အလုပ်လုပ်ပုံကို ပြသသော လက်တွေ့ဥပမာ -- **အကောင်းဆုံးလေ့လာမှုများ**: သမာဓိရှိသော AI ဖွံ့ဖြိုးရေးနှင့် တပ်ဆင်မှုအတွက် အရေးကြီးသော လမ်းညွှန်ချက်များ -- **[→ အခန်း ၅ စတင်ရန်](./05-ResponsibleGenAI/README.md)** +### **အခန်း ၅: တာဝန်ရှိသည့် AI ဖွံ့ဖြိုးရေး** +- **GitHub Models လုံခြုံရေး**: in-built content filtering နှင့် safety mechanisms (hard blocks နှင့် soft refusals) များကို စမ်းသပ်ရန် +- **တာဝန်ရှိသည့် AI ဒေမို**: ခေတ်မီ AI လုံခြုံရေး စနစ်များ ဘယ်လို လက်တွေ့ အလုပ်လုပ်သည်ကို ပြသသော လက်တွေ့ ဥပဒေ +- **အကောင်းဆုံး လက်ခံနည်းများ**: တာဝန်ရှိသော AI ဖွံ့ဖြိုးရေးနှင့် ထုတ်လုပ်မှုအတွက် အလွန်အဓိက ညွှန်ကြားချက်များ +- **[→ အခန်း ၅ ကို စတင်ပါ](./05-ResponsibleGenAI/README.md)** ## အပိုဆောင်း အရင်းအမြစ်များ @@ -107,30 +107,31 @@ CO_OP_TRANSLATOR_METADATA: [![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![စတင်လေ့လာသူများအတွက် IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![စတင်လေ့လာသူများအတွက် XR ဖွံ့ဖြိုးရေး](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot စီးရီး -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![AI တွဲဖက် ပရိုဂရမ်ရေးအတွက် Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET အတွက် Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot စွန့်စားခရီး](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## အကူအညီရယူခြင်း +## အကူအညီ ရယူရန် -AI အက်ပ်များ တည်ဆောက်ရာတွင် အခက်အခဲများရှိပါက သို့မဟုတ် မေးခွန်းများရှိပါက MCP အကြောင်း ဆွေးနွေးမှုများတွင် သင်တန်းသားများနှင့် အတွေ့အကြုံရှိ ဖွံ့ဖြိုးသူများနှင့် ပူးပေါင်းပါဝင်နိုင်ပါသည်။ ၎င်းသည် မေးခွန်းများကို ကြိုဆိုပြီး အသိပညာများကို လွတ်လပ်စွာ မျှဝေသော ပံ့ပိုးမှုရှိသော အသိုင်းအဝိုင်းတစ်ခုဖြစ်သည်။ +AI အက်ပ်များ တည်ဆောက်ရာတွင် အခက်အခဲများရှိပါက သို့မဟုတ် မေးစရာများရှိပါက၊ MCP အကြောင်းကို အခြား သင်ယူနေသူများနှင့် အတွေ့အကြုံရှိ ဖွံ့ဖြိုးရေးသူများနှင့် တက်ကြွစွာ ဆွေးနွေးနိုင်ပါသည်။ ဤသည်မှာ မေးခွန်းများကို ကြိုဆိုသောနှင့် အသိပညာများကို လွတ်လပ်စွာ မျှဝေသည့် ပံ့ပိုးမှုရှိသော အသိုင်းအဝိုင်းတစ်ခုဖြစ်သည်။ -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry Discord ဆာဗာ](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -ထုတ်ကုန်တုံ့ပြန်ချက်များ သို့မဟုတ် အမှားများရှိပါက တည်ဆောက်ရာတွင် အောက်ပါနေရာသို့ သွားရောက်ကြည့်ရှုနိုင်ပါသည်- +ထုတ်ကုန်ဆိုင်ရာ တုံ့ပြန်ချက်များ သို့မဟုတ် တည်ဆောက်နေစဉ် အမှားများရှိပါက သွားရောက်ရန်: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry ဖွံ့ဖြိုးရေးသူ ဖိုရမ်](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**အကြောင်းကြားချက်** -ဤစာတမ်းကို AI ဘာသာပြန်ဝန်ဆောင်မှု [Co-op Translator](https://github.com/Azure/co-op-translator) ဖြင့် ဘာသာပြန်ထားပါသည်။ ကျွန်ုပ်တို့သည် တိကျမှန်ကန်မှုအတွက် ကြိုးစားသော်လည်း အလိုအလျောက် ဘာသာပြန်ခြင်းတွင် အမှားများ သို့မဟုတ် မှားယွင်းချက်များ ပါဝင်နိုင်ကြောင်း သတိပြုပါရန် မေတ္တာရပ်ခံအပ်ပါသည်။ မူရင်းစာတမ်းကို မိမိဘာသာစကားဖြင့်သာ တရားဝင်အရင်းအမြစ်အဖြစ် သတ်မှတ်သင့်ပါသည်။ အရေးကြီးသော အချက်အလက်များအတွက် လူ့ဘာသာပြန်ပညာရှင်မှ ဘာသာပြန်ခြင်းကို အကြံပြုပါသည်။ ဤဘာသာပြန်ချက်ကို အသုံးပြုရာမှ ဖြစ်ပေါ်လာနိုင်သည့် နားလည်မှုမှားယွင်းမှုများအတွက် ကျွန်ုပ်တို့သည် တာဝန်မယူပါ။ +တာဝန်မရှိကြောင်း အသိပေးချက်៖ + +ဤစာတမ်းကို AI ဘာသာပြန်ဝန်ဆောင်မှု [Co-op Translator](https://github.com/Azure/co-op-translator) ဖြင့် ဘာသာပြန်ထားပါသည်။ ကျွန်ုပ်တို့သည် တိကျမှန်ကန်ရေးအတွက် ကြိုးပမ်းပါသော်လည်း အလိုအလျောက် ဘာသာပြန်ချက်များတွင် အမှားများ သို့မဟုတ် တိကျမှုလွဲချော်မှုများ ပါရှိနိုင်သည်ကို ကျေးဇူးပြု၍ သတိပြုပါ။ မူလစာတမ်းကို မူလဘာသာဖြင့် ရှိသည့် အရာကို အာဏာရှိသော ရင်းမြစ်အဖြစ် သိထားသင့်ပါသည်။ အရေးကြီးသော အချက်အလက်များအတွက် သက်ဆိုင်ရာ ပရော်ဖက်ရှင်နယ် လူဘာသာပြန်ကို အသုံးပြုရန် အကြံပြုပါသည်။ ဤဘာသာပြန်ချက်ကို အသုံးပြုခြင်းကြောင့် ဖြစ်ပေါ်လာနိုင်သည့် နားမလည်မှုများ သို့မဟုတ် မှားဖတ်မှုများအတွက် ကျွန်ုပ်တို့သည် တာဝန်မယူပါ။ \ No newline at end of file diff --git a/translations/ne/README.md b/translations/ne/README.md index 9f67e32a..2ad80b77 100644 --- a/translations/ne/README.md +++ b/translations/ne/README.md @@ -1,101 +1,101 @@ -# शुरुवातीहरूका लागि जेनेरेटिभ एआई - जाभा संस्करण +# जेनेरेटिभ एआई शुरुवातकर्ताका लागि - Java संस्करण [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ne.png) +![जेनेरेटिभ एआई शुरुवातकर्ताका लागि - Java संस्करण](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ne.png) -**समय प्रतिबद्धता**: सम्पूर्ण कार्यशाला अनलाइन बिना स्थानीय सेटअप पूरा गर्न सकिन्छ। वातावरण सेटअपमा २ मिनेट लाग्छ, नमूनाहरू अन्वेषण गर्न १-३ घण्टा लाग्न सक्छ अन्वेषणको गहिराइ अनुसार। +**समय प्रतिबद्धता**: सम्पूर्ण कार्यशाला स्थानीय सेटअप बिना अनलाइनमा पूरा गर्न सकिन्छ। वातावरण सेटअपमा 2 मिनेट लाग्छ, र नमूनाहरू अन्वेषण गर्नमा अन्वेषणको गहिराइअनुसार 1-3 घण्टा लाग्न सक्छ। -> **छिटो सुरु गर्नुहोस्** +> **छिटो सुरु** -1. यो रिपोजिटोरीलाई आफ्नो GitHub खातामा Fork गर्नुहोस् -2. क्लिक गर्नुहोस् **Code** → **Codespaces** ट्याब → **...** → **New with options...** -3. पूर्वनिर्धारित सेटिङहरू प्रयोग गर्नुहोस् – यसले यस कोर्सका लागि बनाइएको Development container चयन गर्नेछ +1. यो रिपोजिटरीलाई आफ्नो GitHub खातामा Fork गर्नुहोस् +2. क्लिक गर्नुहोस् **Code** → **Codespaces** tab → **...** → **New with options...** +3. पूर्वनिर्धारित विकल्पहरू प्रयोग गर्नुहोस् – यसले यस कोर्सको लागि सिर्जना गरिएको Development container चयन गर्दछ 4. क्लिक गर्नुहोस् **Create codespace** -5. वातावरण तयार हुन लगभग २ मिनेट पर्खनुहोस् -6. सिधै जानुहोस् [पहिलो उदाहरण](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. करिब ~2 मिनेट पर्खनुहोस् जबसम्म वातावरण तयार हुँदैन +6. सिधै जानुहोस् [→ पहिलो उदाहरण](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **स्थानीय रूपमा Clone गर्न मन छ?** +> **स्थानीय रूपमा क्लोन गर्न चाहनुहुन्छ?** > -> यो रिपोजिटोरीमा ५०+ भाषा अनुवादहरू समावेश छन् जसले डाउनलोड साइज धेरै बढाउँछ। अनुवादहरू बिना क्लोन गर्न sparse checkout प्रयोग गर्नुहोस्: +> यस रिपोजिटरीमा 50+ भाषा अनुवादहरू समावेश छन् जसले डाउनलोड साइजलाई उल्लेखनीय रूपमा बढाउँछ। अनुवादहरू बिना क्लोन गर्नका लागि, sparse checkout प्रयोग गर्नुहोस्: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> यसले तपाईंलाई कोर्स पूरा गर्न आवश्यक सबै कुरा छिटो डाउनलोडको साथ दिन्छ। +> यो तपाइँलाई कोर्स पूरा गर्न आवश्यक सबै कुरा दिन्छ र डाउनलोड धेरै छिटो हुन्छ। -## बहुभाषी समर्थन +## बहु-भाषा समर्थन -### GitHub Action मार्फत समर्थित (स्वचालित र सधैं अद्यावधिक) +### GitHub Action मार्फत समर्थन (स्वचालित र सधैं अद्यावधिक) -[अरबी](../ar/README.md) | [बंगाली](../bn/README.md) | [बुल्गेरियन](../bg/README.md) | [बर्मी (म्यानमार)](../my/README.md) | [चिनी (सरलीकृत)](../zh/README.md) | [चिनी (परम्परागत, हङकङ)](../hk/README.md) | [चिनी (परम्परागत, मकाउ)](../mo/README.md) | [चिनी (परम्परागत, ताइवान)](../tw/README.md) | [क्रोएशियन](../hr/README.md) | [चेक](../cs/README.md) | [डेनिश](../da/README.md) | [डच](../nl/README.md) | [एस्टोनियन](../et/README.md) | [फिनिश](../fi/README.md) | [फ्रेन्च](../fr/README.md) | [जर्मन](../de/README.md) | [ग्रीक](../el/README.md) | [हिब्रू](../he/README.md) | [हिन्दी](../hi/README.md) | [हंगेरीयन](../hu/README.md) | [इन्डोनेशियन](../id/README.md) | [इटालियन](../it/README.md) | [जापानी](../ja/README.md) | [कन्नड](../kn/README.md) | [कोरियन](../ko/README.md) | [लिथुआनियन](../lt/README.md) | [मलय](../ms/README.md) | [मलयालम](../ml/README.md) | [मराठी](../mr/README.md) | [नेपाली](./README.md) | [नाइजेरियन पिजिन](../pcm/README.md) | [नर्वेजियन](../no/README.md) | [फारसी (पर्शियन)](../fa/README.md) | [पोलिश](../pl/README.md) | [पोर्चुगिज (ब्राजिल)](../br/README.md) | [पोर्चुगिज (पोर्चुगल)](../pt/README.md) | [पञ्जाबी (गुरुमुखी)](../pa/README.md) | [रोमानियन](../ro/README.md) | [रूसी](../ru/README.md) | [सर्बियन (सिरिलिक)](../sr/README.md) | [स्लोभाक](../sk/README.md) | [स्लोभेनियन](../sl/README.md) | [स्पेनिश](../es/README.md) | [स्वाहिली](../sw/README.md) | [स्विडिश](../sv/README.md) | [टागालग (फिलिपिनो)](../tl/README.md) | [तमिल](../ta/README.md) | [तेलुगु](../te/README.md) | [थाई](../th/README.md) | [टर्किश](../tr/README.md) | [युक्रेनीयन](../uk/README.md) | [उर्दू](../ur/README.md) | [भियतनामी](../vi/README.md) +[अरबी](../ar/README.md) | [बंगाली](../bn/README.md) | [बुल्गेरियन](../bg/README.md) | [बर्मी (म्यान्मार)](../my/README.md) | [चिनी (सरलीकृत)](../zh/README.md) | [चिनी (परम्परागत, हङकङ)](../hk/README.md) | [चिनी (परम्परागत, मकाऊ)](../mo/README.md) | [चिनी (परम्परागत, ताइवान)](../tw/README.md) | [क्रोएशियन](../hr/README.md) | [चेक](../cs/README.md) | [डेन्िश](../da/README.md) | [डच](../nl/README.md) | [एस्टोनियन](../et/README.md) | [फिनिश](../fi/README.md) | [फ्रान्सेली](../fr/README.md) | [जर्मन](../de/README.md) | [ग्रीक](../el/README.md) | [हिब्रू](../he/README.md) | [हिन्दी](../hi/README.md) | [हंगेरीयन](../hu/README.md) | [इन्डोनेसियन](../id/README.md) | [इटालियन](../it/README.md) | [जापानी](../ja/README.md) | [कन्नडा](../kn/README.md) | [कोरियन](../ko/README.md) | [लिथुआनियाली](../lt/README.md) | [मलय](../ms/README.md) | [मलयालम](../ml/README.md) | [मराठी](../mr/README.md) | [नेपाली](./README.md) | [नाइजेरियन पिडगिन](../pcm/README.md) | [नर्वेजियन](../no/README.md) | [फारसी (पर्शियन)](../fa/README.md) | [पोलिश](../pl/README.md) | [पोर्चुगिज (ब्राजिल)](../br/README.md) | [पोर्चुगिज (पोर्चुगल)](../pt/README.md) | [पञ्जाबी (गुरमुखी)](../pa/README.md) | [रोमानियन](../ro/README.md) | [रूसी](../ru/README.md) | [सर्बियन (सिरिलिक)](../sr/README.md) | [स्लोभाक](../sk/README.md) | [स्लोभेनियन](../sl/README.md) | [स्पेनिश](../es/README.md) | [स्वाहिली](../sw/README.md) | [स्विडिश](../sv/README.md) | [ट्यागालोग (फिलिपिनो)](../tl/README.md) | [तामिल](../ta/README.md) | [तेलुगु](../te/README.md) | [थाई](../th/README.md) | [तुर्की](../tr/README.md) | [युक्रेनी](../uk/README.md) | [उर्दू](../ur/README.md) | [भियतनामी](../vi/README.md) ## कोर्स संरचना र सिकाइ मार्ग -### **अध्याय १: जेनेरेटिभ एआई परिचय** -- **मूल अवधारणाहरू**: ठूलो भाषा मोडेलहरू, टोकनहरू, एम्बेडिङहरू, र एआई क्षमताहरू बुझ्न -- **जाभा एआई इकोसिस्टम**: Spring AI र OpenAI SDKs को अवलोकन -- **मोडेल कन्टेक्स्ट प्रोटोकल**: MCP परिचय र यसको एआई एजेन्ट संचारमा भूमिका -- **व्यावहारिक अनुप्रयोगहरू**: च्याटबोट र सामग्री सिर्जना सहित वास्तविक संसारका परिदृश्यहरू -- **[→ अध्याय १ सुरु गर्नुहोस्](./01-IntroToGenAI/README.md)** +### **अध्याय 1: जेनेरेटिभ एआई मा परिचय** +- **मुख्य अवधारणाहरू**: ठूलो भाषा मोडेलहरू, टोकनहरू, एम्बेडिङहरू, र एआई क्षमताहरू बुझ्नु +- **Java AI पारिस्थितिकी**: Spring AI र OpenAI SDKs को अवलोकन +- **Model Context Protocol**: MCP र AI एजेन्ट सञ्चारमा यसको भूमिका परिचय +- **व्यावहारिक अनुप्रयोगहरू**: च्याटबोटहरू र सामग्री सिर्जना लगायत वास्तविक संसारका परिदृश्यहरू +- **[→ अध्याय 1 सुरु गर्नुहोस्](./01-IntroToGenAI/README.md)** -### **अध्याय २: विकास वातावरण सेटअप** -- **बहु-प्रदायक कन्फिगरेसन**: GitHub Models, Azure OpenAI, र OpenAI Java SDK एकीकरण सेटअप गर्नुहोस् +### **अध्याय 2: विकास वातावरण सेटअप** +- **बहु-प्रदायक कन्फिगरेसन**: GitHub Models, Azure OpenAI, र OpenAI Java SDK एकीकरणहरू सेटअप गर्नुहोस् - **Spring Boot + Spring AI**: उद्यम एआई अनुप्रयोग विकासका लागि उत्तम अभ्यासहरू -- **GitHub Models**: प्रोटोटाइप र सिकाइका लागि निःशुल्क एआई मोडेल पहुँच (क्रेडिट कार्ड आवश्यक छैन) -- **विकास उपकरणहरू**: Docker कन्टेनरहरू, VS Code, र GitHub Codespaces कन्फिगरेसन -- **[→ अध्याय २ सुरु गर्नुहोस्](./02-SetupDevEnvironment/README.md)** - -### **अध्याय ३: मुख्य जेनेरेटिभ एआई प्रविधिहरू** -- **प्रम्प्ट इन्जिनियरिङ**: उत्तम एआई मोडेल प्रतिक्रियाका लागि प्रविधिहरू -- **एम्बेडिङ र भेक्टर अपरेसनहरू**: सेम्यान्टिक खोज र समानता मिलान कार्यान्वयन गर्नुहोस् -- **रिट्रिभल-अग्मेन्टेड जेनेरेशन (RAG)**: आफ्नो डाटा स्रोतहरूसँग एआई संयोजन गर्नुहोस् -- **फंक्शन कलिङ**: कस्टम उपकरण र प्लगइनहरूसँग एआई क्षमताहरू विस्तार गर्नुहोस् -- **[→ अध्याय ३ सुरु गर्नुहोस्](./03-CoreGenerativeAITechniques/README.md)** - -### **अध्याय ४: व्यावहारिक अनुप्रयोगहरू र परियोजनाहरू** -- **पाल्तु कथा जेनेरेटर** (`petstory/`): GitHub Models सँग सिर्जनात्मक सामग्री उत्पादन -- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK सँग स्थानीय एआई मोडेल एकीकरण -- **MCP क्याल्कुलेटर सेवा** (`calculator/`): Spring AI सँग आधारभूत मोडेल कन्टेक्स्ट प्रोटोकल कार्यान्वयन -- **[→ अध्याय ४ सुरु गर्नुहोस्](./04-PracticalSamples/README.md)** - -### **अध्याय ५: जिम्मेवार एआई विकास** -- **GitHub Models सुरक्षा**: निर्मित सामग्री फिल्टरिङ र सुरक्षा संयन्त्रहरू परीक्षण गर्नुहोस् (कठोर ब्लक र सौम्य अस्वीकृति) -- **जिम्मेवार एआई डेमो**: आधुनिक एआई सुरक्षा प्रणालीहरू कसरी काम गर्छन् भन्ने व्यावहारिक उदाहरण -- **उत्तम अभ्यासहरू**: नैतिक एआई विकास र परिनियोजनका लागि आवश्यक दिशानिर्देशहरू -- **[→ अध्याय ५ सुरु गर्नुहोस्](./05-ResponsibleGenAI/README.md)** +- **GitHub Models**: प्रोटोटाइप र सिकाइका लागि निःशुल्क AI मोडल पहुँच (क्रेडिट कार्ड आवश्यक छैन) +- **विकास उपकरणहरू**: Docker containers, VS Code, र GitHub Codespaces कन्फिगरेसन +- **[→ अध्याय 2 सुरु गर्नुहोस्](./02-SetupDevEnvironment/README.md)** + +### **अध्याय 3: प्रमुख जेनेरेटिभ एआई प्रविधिहरू** +- **प्रम्प्ट इन्जिनियरिङ**: AI मोडलको उत्तम प्रतिक्रियाका लागि तकनीकहरू +- **एम्बेडिङहरू र भेक्टर अपरेसनहरू**: सिमेन्टिक सर्च र समानता मिलान लागू गर्नुहोस् +- **Retrieval-Augmented Generation (RAG)**: AI लाई आफ्नै डेटा स्रोतहरूसँग मिलाउनुहोस् +- **फंक्शन कलिङ**: कस्टम टुलहरू र प्लगइनहरूसँग AI क्षमताहरू विस्तार गर्नुहोस् +- **[→ अध्याय 3 सुरु गर्नुहोस्](./03-CoreGenerativeAITechniques/README.md)** + +### **अध्याय 4: व्यावहारिक अनुप्रयोगहरू र परियोजनाहरू** +- **Pet Story Generator** (`petstory/`): GitHub Models सँग सिर्जनात्मक सामग्री सिर्जना +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK सँग स्थानीय AI मोडेल एकीकरण +- **MCP Calculator Service** (`calculator/`): Spring AI सँग आधारभूत Model Context Protocol कार्यान्वयन +- **[→ अध्याय 4 सुरु गर्नुहोस्](./04-PracticalSamples/README.md)** + +### **अध्याय 5: जिम्मेवार एआई विकास** +- **GitHub Models सुरक्षा**: निर्मित सामग्री फिल्टरिङ र सुरक्षा मेकानिज्महरू (हार्ड ब्लक र सफ्ट इन्कारहरू) परीक्षण गर्नुहोस् +- **जिम्मेवार एआई डेमो**: आधुनिक AI सुरक्षा प्रणालीहरू कसरी व्यवहारमा काम गर्छन् भन्ने हातेमालो उदाहरण +- **उत्तम अभ्यासहरू**: नैतिक एआई विकास र डिप्लोयमेन्टका लागि आवश्यक मार्गदर्शनहरू +- **[→ अध्याय 5 सुरु गर्नुहोस्](./05-ResponsibleGenAI/README.md)** ## थप स्रोतहरू ### LangChain -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j शुरुवातकर्ताका लागि](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js शुरुवातकर्ताका लागि](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### Azure / Edge / MCP / Agents -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +### Azure / Edge / MCP / एजेन्टहरू +[![AZD शुरुवातकर्ताका लागि](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI शुरुवातकर्ताका लागि](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP शुरुवातकर्ताका लागि](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI एजेन्टहरू शुरुवातकर्ताका लागि](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### जेनेरेटिभ एआई श्रृंखला -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +### जेनेरेटिभ एआई शृंखला +[![जेनेरेटिभ एआई शुरुवातकर्ताका लागि](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) @@ -103,35 +103,35 @@ CO_OP_TRANSLATOR_METADATA: --- ### मुख्य सिकाइ -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![ML शुरुवातकर्ताका लागि](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![डेटा विज्ञान शुरुवातकर्ताका लागि](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI शुरुवातकर्ताका लागि](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![साइबरसुरक्षा शुरुवातकर्ताका लागि](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![वेब विकास शुरुवातकर्ताका लागि](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![शुरुवातकर्ताहरूका लागि IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![शुरुवातकर्ताहरूका लागि XR विकास](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot श्रृंखला -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![AI जोडी प्रोग्रामिङका लागि Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET का लागि Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot साहसिक](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## मद्दत पाउने तरिका +## सहायता प्राप्त गर्नुहोस् -यदि तपाईं अड्किनुभयो वा AI एपहरू निर्माण गर्ने बारे कुनै प्रश्न छ भने। MCP सम्बन्धी छलफलहरूमा साथी सिक्नेहरू र अनुभवी विकासकर्ताहरूसँग सामेल हुनुहोस्। यो एक सहयोगी समुदाय हो जहाँ प्रश्नहरू स्वागतयोग्य छन् र ज्ञान स्वतन्त्र रूपमा साझा गरिन्छ। +यदि तपाईं अड्किनुहुन्छ वा AI अनुप्रयोगहरू बनाउने बारे कुनै प्रश्नहरू छन् भने। MCP सम्बन्धी छलफलहरूमा अन्य सिक्नेहरू र अनुभवी विकासकर्ताहरूमा सामेल हुनुहोस्। यो एक सहयोगी समुदाय हो जहाँ प्रश्नहरू स्वागत गरिन्छ र ज्ञान स्वतन्त्र रूपमा साझा गरिन्छ। -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry डिस्कोर्ड](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -यदि तपाईंलाई उत्पादन प्रतिक्रिया वा निर्माण गर्दा त्रुटिहरू छन् भने भ्रमण गर्नुहोस्: +यदि तपाईंंसँग उत्पादन सम्बन्धी प्रतिक्रिया वा बनाउँदा त्रुटिहरू भएमा भ्रमण गर्नुहोस्: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry विकासकर्ता फोरम](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**अस्वीकरण**: -यो दस्तावेज AI अनुवाद सेवा [Co-op Translator](https://github.com/Azure/co-op-translator) प्रयोग गरी अनुवाद गरिएको हो। हामी शुद्धताका लागि प्रयासरत छौं, तर कृपया ध्यान दिनुहोस् कि स्वचालित अनुवादमा त्रुटि वा अशुद्धता हुन सक्छ। मूल दस्तावेज यसको मूल भाषामा आधिकारिक स्रोत मानिनु पर्छ। महत्वपूर्ण जानकारीका लागि व्यावसायिक मानव अनुवाद सिफारिस गरिन्छ। यस अनुवादको प्रयोगबाट उत्पन्न कुनै पनि गलतफहमी वा गलत व्याख्याका लागि हामी जिम्मेवार छैनौं। +अस्वीकरण: +यो दस्तावेज कृत्रिम बुद्धिमत्ता अनुवाद सेवा Co-op Translator (https://github.com/Azure/co-op-translator) प्रयोग गरी अनुवाद गरिएको हो। हामी शुद्धताका लागि प्रयासरत भए तापनि, कृपया ध्यान दिनुहोस् कि स्वचालित अनुवादमा त्रुटि वा अशुद्धता हुनसक्छ। मूल भाषामा रहेको दस्तावेजलाई अधिकृत स्रोतको रूपमा मानिनु पर्छ। महत्त्वपूर्ण जानकारीका लागि पेशेवर मानवीय अनुवाद सिफारिस गरिन्छ। यस अनुवादको प्रयोगबाट उत्पन्न हुने कुनै पनि गलत बुझाइ वा गलत व्याख्याका लागि हामी उत्तरदायी छैनौं। \ No newline at end of file diff --git a/translations/nl/README.md b/translations/nl/README.md index c12d5138..6afe699f 100644 --- a/translations/nl/README.md +++ b/translations/nl/README.md @@ -1,31 +1,31 @@ -# Generatieve AI voor Beginners - Java Editie +# Generatieve AI voor Beginners - Java-editie [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generatieve AI voor Beginners - Java Editie](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.nl.png) +![Generatieve AI voor Beginners - Java-editie](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.nl.png) -**Tijdsinvestering**: De hele workshop kan online worden voltooid zonder lokale installatie. Het opzetten van de omgeving duurt 2 minuten, het verkennen van de voorbeelden kost 1-3 uur afhankelijk van de diepgang van de verkenning. +**Tijdsinvestering**: De hele workshop kan online worden voltooid zonder lokale installatie. Het opzetten van de omgeving duurt 2 minuten, het verkennen van de voorbeelden kost 1-3 uur, afhankelijk van de diepgang. -> **Snelstart** +> **Snelle Start** +> +> 1. Maak een fork van deze repository naar je GitHub-account +> 2. Klik op **Code** → tabblad **Codespaces** → **...** → **Nieuw met opties...** +> 3. Gebruik de standaardinstellingen – hiermee wordt de ontwikkelcontainer geselecteerd die voor deze cursus is gemaakt +> 4. Klik op **Create codespace** +> 5. Wacht ~2 minuten totdat de omgeving klaar is +> 6. Ga direct naar [Het eerste voorbeeld](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -1. Fork deze repository naar je GitHub-account -2. Klik op **Code** → tabblad **Codespaces** → **...** → **Nieuw met opties...** -3. Gebruik de standaardinstellingen – dit selecteert de ontwikkelcontainer die voor deze cursus is gemaakt -4. Klik op **Codespace maken** -5. Wacht ~2 minuten tot de omgeving klaar is -6. Ga direct naar [Het eerste voorbeeld](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) - -> **Liever lokaal klonen?** +> **Liever lokaal clonen?** > -> Deze repository bevat meer dan 50 taalvertalingen, wat de downloadgrootte aanzienlijk vergroot. Om te klonen zonder vertalingen, gebruik sparse checkout: +> Deze repository bevat 50+ taalvertalingen die de downloadgrootte aanzienlijk vergroten. Om te clonen zonder vertalingen, gebruik sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -36,48 +36,48 @@ CO_OP_TRANSLATOR_METADATA: ## Meertalige Ondersteuning -### Ondersteund via GitHub Action (Geautomatiseerd & Altijd Up-to-Date) +### Ondersteund via GitHub Action (Geautomatiseerd & Altijd up-to-date) -[Arabisch](../ar/README.md) | [Bengaals](../bn/README.md) | [Bulgaars](../bg/README.md) | [Birmaans (Myanmar)](../my/README.md) | [Chinees (Vereenvoudigd)](../zh/README.md) | [Chinees (Traditioneel, Hong Kong)](../hk/README.md) | [Chinees (Traditioneel, Macau)](../mo/README.md) | [Chinees (Traditioneel, Taiwan)](../tw/README.md) | [Kroatisch](../hr/README.md) | [Tsjechisch](../cs/README.md) | [Deens](../da/README.md) | [Nederlands](./README.md) | [Ests](../et/README.md) | [Fins](../fi/README.md) | [Frans](../fr/README.md) | [Duits](../de/README.md) | [Grieks](../el/README.md) | [Hebreeuws](../he/README.md) | [Hindi](../hi/README.md) | [Hongaars](../hu/README.md) | [Indonesisch](../id/README.md) | [Italiaans](../it/README.md) | [Japans](../ja/README.md) | [Kannada](../kn/README.md) | [Koreaans](../ko/README.md) | [Litouws](../lt/README.md) | [Maleis](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalees](../ne/README.md) | [Nigeriaans Pidgin](../pcm/README.md) | [Noors](../no/README.md) | [Perzisch (Farsi)](../fa/README.md) | [Pools](../pl/README.md) | [Portugees (Brazilië)](../br/README.md) | [Portugees (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Roemeens](../ro/README.md) | [Russisch](../ru/README.md) | [Servisch (Cyrillisch)](../sr/README.md) | [Slowaaks](../sk/README.md) | [Sloveens](../sl/README.md) | [Spaans](../es/README.md) | [Swahili](../sw/README.md) | [Zweeds](../sv/README.md) | [Tagalog (Filipijns)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thais](../th/README.md) | [Turks](../tr/README.md) | [Oekraïens](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamees](../vi/README.md) +[Arabisch](../ar/README.md) | [Bengaals](../bn/README.md) | [Bulgaars](../bg/README.md) | [Birmaans (Myanmar)](../my/README.md) | [Chinees (vereenvoudigd)](../zh/README.md) | [Chinees (Traditioneel, Hong Kong)](../hk/README.md) | [Chinees (Traditioneel, Macau)](../mo/README.md) | [Chinees (Traditioneel, Taiwan)](../tw/README.md) | [Kroatisch](../hr/README.md) | [Tsjechisch](../cs/README.md) | [Deens](../da/README.md) | [Nederlands](./README.md) | [Ests](../et/README.md) | [Fins](../fi/README.md) | [Frans](../fr/README.md) | [Duits](../de/README.md) | [Grieks](../el/README.md) | [Hebreeuws](../he/README.md) | [Hindi](../hi/README.md) | [Hongaars](../hu/README.md) | [Indonesisch](../id/README.md) | [Italiaans](../it/README.md) | [Japans](../ja/README.md) | [Kannada](../kn/README.md) | [Koreaans](../ko/README.md) | [Litouws](../lt/README.md) | [Maleis](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalees](../ne/README.md) | [Nigeriaans Pidgin](../pcm/README.md) | [Noors](../no/README.md) | [Perzisch (Farsi)](../fa/README.md) | [Pools](../pl/README.md) | [Portugees (Brazilië)](../br/README.md) | [Portugees (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Roemeens](../ro/README.md) | [Russisch](../ru/README.md) | [Servisch (Cyrillisch)](../sr/README.md) | [Slowaaks](../sk/README.md) | [Sloveens](../sl/README.md) | [Spaans](../es/README.md) | [Swahili](../sw/README.md) | [Zweeds](../sv/README.md) | [Tagalog (Filipijns)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thais](../th/README.md) | [Turks](../tr/README.md) | [Oekraïens](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamees](../vi/README.md) -## Cursusstructuur & Leerpad +## Cursusstructuur & Leerroute ### **Hoofdstuk 1: Introductie tot Generatieve AI** -- **Kernconcepten**: Begrip van grote taalmodellen, tokens, embeddings en AI-mogelijkheden -- **Java AI Ecosysteem**: Overzicht van Spring AI en OpenAI SDK's +- **Kernconcepten**: Begrip van grote taalmodellen (Large Language Models), tokens, embeddings en AI-mogelijkheden +- **Java AI-ecosysteem**: Overzicht van Spring AI en OpenAI SDK's - **Model Context Protocol**: Introductie tot MCP en de rol ervan in AI-agentcommunicatie -- **Praktische Toepassingen**: Praktijksituaties zoals chatbots en contentgeneratie -- **[→ Start Hoofdstuk 1](./01-IntroToGenAI/README.md)** +- **Praktische toepassingen**: Scenario's uit de praktijk, waaronder chatbots en contentgeneratie +- **[→ Begin Hoofdstuk 1](./01-IntroToGenAI/README.md)** -### **Hoofdstuk 2: Ontwikkelomgeving Opzetten** -- **Multi-Provider Configuratie**: Instellen van GitHub Models, Azure OpenAI en OpenAI Java SDK-integraties +### **Hoofdstuk 2: Ontwikkelomgeving instellen** +- **Multi-providerconfiguratie**: Stel GitHub Models, Azure OpenAI en OpenAI Java SDK-integraties in - **Spring Boot + Spring AI**: Best practices voor enterprise AI-applicatieontwikkeling -- **GitHub Models**: Gratis AI-modeltoegang voor prototyping en leren (geen creditcard vereist) -- **Ontwikkeltools**: Docker-containers, VS Code en GitHub Codespaces configuratie -- **[→ Start Hoofdstuk 2](./02-SetupDevEnvironment/README.md)** +- **GitHub Models**: Gratis toegang tot AI-modellen voor prototyping en leren (geen creditcard vereist) +- **Ontwikkeltools**: Docker-containers, VS Code en GitHub Codespaces-configuratie +- **[→ Begin Hoofdstuk 2](./02-SetupDevEnvironment/README.md)** ### **Hoofdstuk 3: Kerntechnieken van Generatieve AI** - **Prompt Engineering**: Technieken voor optimale AI-modelantwoorden -- **Embeddings & Vectorbewerkingen**: Implementeer semantisch zoeken en gelijkenisvergelijking -- **Retrieval-Augmented Generation (RAG)**: Combineer AI met je eigen databronnen -- **Function Calling**: Breid AI-mogelijkheden uit met aangepaste tools en plugins -- **[→ Start Hoofdstuk 3](./03-CoreGenerativeAITechniques/README.md)** +- **Embeddings & vectorbewerkingen**: Implementeer semantische zoekfuncties en gelijkenisvergelijking +- **Retrieval-Augmented Generation (RAG)**: Combineer AI met je eigen gegevensbronnen +- **Function Calling**: Breid AI-mogelijkheden uit met aangepaste tools en plug-ins +- **[→ Begin Hoofdstuk 3](./03-CoreGenerativeAITechniques/README.md)** -### **Hoofdstuk 4: Praktische Toepassingen & Projecten** +### **Hoofdstuk 4: Praktische toepassingen & projecten** - **Pet Story Generator** (`petstory/`): Creatieve contentgeneratie met GitHub Models - **Foundry Local Demo** (`foundrylocal/`): Lokale AI-modelintegratie met OpenAI Java SDK -- **MCP Calculator Service** (`calculator/`): Basisimplementatie van Model Context Protocol met Spring AI -- **[→ Start Hoofdstuk 4](./04-PracticalSamples/README.md)** +- **MCP Calculator Service** (`calculator/`): Basisimplementatie van het Model Context Protocol met Spring AI +- **[→ Begin Hoofdstuk 4](./04-PracticalSamples/README.md)** -### **Hoofdstuk 5: Verantwoordelijke AI-ontwikkeling** -- **GitHub Models Veiligheid**: Test ingebouwde contentfiltering en veiligheidsmechanismen (harde blokkades en zachte weigeringen) -- **Verantwoordelijke AI Demo**: Praktijkvoorbeeld dat laat zien hoe moderne AI-veiligheidssystemen werken -- **Best Practices**: Essentiële richtlijnen voor ethische AI-ontwikkeling en -implementatie -- **[→ Start Hoofdstuk 5](./05-ResponsibleGenAI/README.md)** +### **Hoofdstuk 5: Verantwoorde AI-ontwikkeling** +- **GitHub Models Safety**: Test ingebouwde contentfiltering en veiligheidsmechanismen (harde blokkades en zachte weigeringen) +- **Verantwoorde AI-demo**: Hands-on voorbeeld dat laat zien hoe moderne AI-veiligheidssystemen in de praktijk werken +- **Best practices**: Essentiële richtlijnen voor ethische AI-ontwikkeling en -implementatie +- **[→ Begin Hoofdstuk 5](./05-ResponsibleGenAI/README.md)** -## Aanvullende Bronnen +## Aanvullende bronnen ### LangChain @@ -94,7 +94,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### Generatieve AI Serie +### Generatieve AI-serie [![Generatieve AI voor Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generatieve AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generatieve AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -102,36 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### Kernleren +### Kernonderwerpen [![ML voor Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science voor Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI voor Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersecurity voor Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev voor Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Webontwikkeling voor Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT voor Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR-ontwikkeling voor Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Copilot Serie -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot-serie +[![Copilot voor AI-gepaard programmeren](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot voor C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot Avontuur](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Hulp krijgen -Als je vastloopt of vragen hebt over het bouwen van AI-apps. Doe mee met medeleerlingen en ervaren ontwikkelaars in discussies over MCP. Het is een ondersteunende gemeenschap waar vragen welkom zijn en kennis vrij wordt gedeeld. +Als je vastloopt of vragen hebt over het bouwen van AI-apps, sluit je aan bij medestudenten en ervaren ontwikkelaars in discussies over MCP. Het is een ondersteunende gemeenschap waar vragen welkom zijn en kennis vrijelijk wordt gedeeld. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Als je productfeedback hebt of fouten tegenkomt tijdens het bouwen, bezoek dan: +Als je productfeedback of fouten tegenkomt tijdens het bouwen, bezoek: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry Ontwikkelaarsforum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Disclaimer**: -Dit document is vertaald met behulp van de AI-vertalingsdienst [Co-op Translator](https://github.com/Azure/co-op-translator). Hoewel we streven naar nauwkeurigheid, dient u er rekening mee te houden dat geautomatiseerde vertalingen fouten of onnauwkeurigheden kunnen bevatten. Het originele document in de oorspronkelijke taal moet als de gezaghebbende bron worden beschouwd. Voor cruciale informatie wordt professionele menselijke vertaling aanbevolen. Wij zijn niet aansprakelijk voor eventuele misverstanden of verkeerde interpretaties die voortvloeien uit het gebruik van deze vertaling. +**Disclaimer**: +Dit document is vertaald met behulp van de AI-vertalingsdienst [Co-op Translator](https://github.com/Azure/co-op-translator). Hoewel we streven naar nauwkeurigheid, dient u er rekening mee te houden dat geautomatiseerde vertalingen fouten of onnauwkeurigheden kunnen bevatten. Het oorspronkelijke document in de oorspronkelijke taal moet als de gezaghebbende bron worden beschouwd. Voor kritieke informatie wordt een professionele menselijke vertaling aanbevolen. Wij zijn niet aansprakelijk voor enige misverstanden of verkeerde interpretaties die voortvloeien uit het gebruik van deze vertaling. \ No newline at end of file diff --git a/translations/no/README.md b/translations/no/README.md index 29f363d8..1f16701f 100644 --- a/translations/no/README.md +++ b/translations/no/README.md @@ -1,8 +1,8 @@ -[Arabisk](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarsk](../bg/README.md) | [Burmesisk (Myanmar)](../my/README.md) | [Kinesisk (forenklet)](../zh/README.md) | [Kinesisk (tradisjonell, Hong Kong)](../hk/README.md) | [Kinesisk (tradisjonell, Macau)](../mo/README.md) | [Kinesisk (tradisjonell, Taiwan)](../tw/README.md) | [Kroatisk](../hr/README.md) | [Tsjekkisk](../cs/README.md) | [Dansk](../da/README.md) | [Nederlandsk](../nl/README.md) | [Estisk](../et/README.md) | [Finsk](../fi/README.md) | [Fransk](../fr/README.md) | [Tysk](../de/README.md) | [Gresk](../el/README.md) | [Hebraisk](../he/README.md) | [Hindi](../hi/README.md) | [Ungarsk](../hu/README.md) | [Indonesisk](../id/README.md) | [Italiensk](../it/README.md) | [Japansk](../ja/README.md) | [Kannada](../kn/README.md) | [Koreansk](../ko/README.md) | [Litauisk](../lt/README.md) | [Malayisk](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigeriansk pidgin](../pcm/README.md) | [Norsk](./README.md) | [Persisk (Farsi)](../fa/README.md) | [Polsk](../pl/README.md) | [Portugisisk (Brasil)](../br/README.md) | [Portugisisk (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumensk](../ro/README.md) | [Russisk](../ru/README.md) | [Serbisk (kyrillisk)](../sr/README.md) | [Slovakisk](../sk/README.md) | [Slovensk](../sl/README.md) | [Spansk](../es/README.md) | [Swahili](../sw/README.md) | [Svensk](../sv/README.md) | [Tagalog (Filippinsk)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Tyrkisk](../tr/README.md) | [Ukrainsk](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesisk](../vi/README.md) +[Arabisk](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarsk](../bg/README.md) | [Burmesisk (Myanmar)](../my/README.md) | [Kinesisk (forenklet)](../zh/README.md) | [Kinesisk (tradisjonell, Hong Kong)](../hk/README.md) | [Kinesisk (tradisjonell, Macau)](../mo/README.md) | [Kinesisk (tradisjonell, Taiwan)](../tw/README.md) | [Kroatisk](../hr/README.md) | [Tsjekkisk](../cs/README.md) | [Dansk](../da/README.md) | [Nederlandsk](../nl/README.md) | [Estisk](../et/README.md) | [Finsk](../fi/README.md) | [Fransk](../fr/README.md) | [Tysk](../de/README.md) | [Gresk](../el/README.md) | [Hebraisk](../he/README.md) | [Hindi](../hi/README.md) | [Ungarsk](../hu/README.md) | [Indonesisk](../id/README.md) | [Italiensk](../it/README.md) | [Japansk](../ja/README.md) | [Kannada](../kn/README.md) | [Koreansk](../ko/README.md) | [Litauisk](../lt/README.md) | [Malayisk](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalsk](../ne/README.md) | [Nigeriansk pidgin](../pcm/README.md) | [Norsk](./README.md) | [Persisk (Farsi)](../fa/README.md) | [Polsk](../pl/README.md) | [Portugisisk (Brasil)](../br/README.md) | [Portugisisk (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumensk](../ro/README.md) | [Russisk](../ru/README.md) | [Serbisk (kyrillisk)](../sr/README.md) | [Slovakisk](../sk/README.md) | [Slovensk](../sl/README.md) | [Spansk](../es/README.md) | [Swahili](../sw/README.md) | [Svensk](../sv/README.md) | [Tagalog (filippinsk)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Tyrkisk](../tr/README.md) | [Ukrainsk](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesisk](../vi/README.md) -## Kursstruktur og læringsvei +## Kursstruktur & læringssti ### **Kapittel 1: Introduksjon til generativ AI** -- **Kjernebegreper**: Forstå store språkmodeller, tokens, embeddings og AI-kapasiteter +- **Kjernebegreper**: Forstå store språkmodeller, tokens, embeddings og AI-muligheter - **Java AI-økosystem**: Oversikt over Spring AI og OpenAI SDK-er -- **Model Context Protocol**: Introduksjon til MCP og dens rolle i AI-agentkommunikasjon +- **Model Context Protocol**: Introduksjon til MCP og dens rolle i kommunikasjon mellom AI-agenter - **Praktiske anvendelser**: Virkelige scenarier inkludert chatboter og innholdsgenerering -- **[→ Start kapittel 1](./01-IntroToGenAI/README.md)** +- **[→ Start Kapittel 1](./01-IntroToGenAI/README.md)** -### **Kapittel 2: Oppsett av utviklingsmiljø** -- **Multi-leverandørkonfigurasjon**: Sett opp GitHub Models, Azure OpenAI og OpenAI Java SDK-integrasjoner -- **Spring Boot + Spring AI**: Beste praksis for utvikling av AI-applikasjoner i bedrift -- **GitHub Models**: Gratis AI-modelltilgang for prototyping og læring (krever ikke kredittkort) +### **Kapittel 2: Utviklingsmiljøoppsett** +- **Konfigurasjon for flere leverandører**: Sett opp GitHub Models, Azure OpenAI og integrasjoner med OpenAI Java SDK +- **Spring Boot + Spring AI**: Beste praksis for utvikling av bedrifts-AI-applikasjoner +- **GitHub Models**: Gratis tilgang til AI-modeller for prototyping og læring (krever ikke kredittkort) - **Utviklingsverktøy**: Docker-containere, VS Code og GitHub Codespaces-konfigurasjon -- **[→ Start kapittel 2](./02-SetupDevEnvironment/README.md)** +- **[→ Start Kapittel 2](./02-SetupDevEnvironment/README.md)** ### **Kapittel 3: Kjerne teknikker for generativ AI** -- **Prompt Engineering**: Teknikker for optimale AI-modellsvar -- **Embeddings og vektoroperasjoner**: Implementer semantisk søk og likhetsmatching +- **Prompt-engineering**: Teknikker for optimale AI-modellsvar +- **Embeddings & vektoroperasjoner**: Implementer semantisk søk og likhetsmatching - **Retrieval-Augmented Generation (RAG)**: Kombiner AI med dine egne datakilder -- **Funksjonskall**: Utvid AI-kapasiteter med egendefinerte verktøy og plugins -- **[→ Start kapittel 3](./03-CoreGenerativeAITechniques/README.md)** +- **Funksjonskalling**: Utvid AI-funksjonalitet med egendefinerte verktøy og plugins +- **[→ Start Kapittel 3](./03-CoreGenerativeAITechniques/README.md)** -### **Kapittel 4: Praktiske anvendelser og prosjekter** +### **Kapittel 4: Praktiske anvendelser & prosjekter** - **Pet Story Generator** (`petstory/`): Kreativ innholdsgenerering med GitHub Models - **Foundry Local Demo** (`foundrylocal/`): Lokal AI-modellintegrasjon med OpenAI Java SDK -- **MCP Calculator Service** (`calculator/`): Grunnleggende Model Context Protocol-implementasjon med Spring AI -- **[→ Start kapittel 4](./04-PracticalSamples/README.md)** +- **MCP Calculator Service** (`calculator/`): Grunnleggende Model Context Protocol-implementering med Spring AI +- **[→ Start Kapittel 4](./04-PracticalSamples/README.md)** ### **Kapittel 5: Ansvarlig AI-utvikling** -- **GitHub Models sikkerhet**: Test innebygde innholdsfiltre og sikkerhetsmekanismer (harde blokker og myke avslag) -- **Ansvarlig AI-demo**: Praktisk eksempel som viser hvordan moderne AI-sikkerhetssystemer fungerer i praksis -- **Beste praksis**: Viktige retningslinjer for etisk AI-utvikling og distribusjon -- **[→ Start kapittel 5](./05-ResponsibleGenAI/README.md)** +- **GitHub Models sikkerhet**: Test innebygde innholdsfiltre og sikkerhetsmekanismer (hard blokkering og myke avslag) +- **Demo for ansvarlig AI**: Praktisk eksempel som viser hvordan moderne AI-sikkerhetssystemer fungerer i praksis +- **Beste praksis**: Viktige retningslinjer for etisk AI-utvikling og utrulling +- **[→ Start Kapittel 5](./05-ResponsibleGenAI/README.md)** -## Ytterligere ressurser +## Ekstra ressurser ### LangChain @@ -102,30 +102,31 @@ CO_OP_TRANSLATOR_METADATA: --- -### Kjerne-læring +### Kjerneopplæring [![ML for nybegynnere](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for nybegynnere](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![Datavitenskap for nybegynnere](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI for nybegynnere](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersikkerhet for nybegynnere](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Webutvikling for nybegynnere](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) + +[![IoT for nybegynnere](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR-utvikling for nybegynnere](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot-serien -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot for AI-parprogrammering](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot-eventyr](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Få hjelp -Hvis du står fast eller har spørsmål om å bygge AI-apper. Bli med andre lærende og erfarne utviklere i diskusjoner om MCP. Det er et støttende fellesskap hvor spørsmål er velkomne og kunnskap deles fritt. +Hvis du sitter fast eller har spørsmål om å bygge AI-apper. Bli med andre lærende og erfarne utviklere i diskusjoner om MCP. Det er et støttende fellesskap hvor spørsmål er velkomne og kunnskap deles fritt. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Hvis du har produktinnspill eller opplever feil under bygging, besøk: +Hvis du har produkttilbakemeldinger eller opplever feil under bygging, besøk: [![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) @@ -133,5 +134,5 @@ Hvis du har produktinnspill eller opplever feil under bygging, besøk: **Ansvarsfraskrivelse**: -Dette dokumentet er oversatt ved hjelp av AI-oversettelsestjenesten [Co-op Translator](https://github.com/Azure/co-op-translator). Selv om vi streber etter nøyaktighet, vennligst vær oppmerksom på at automatiske oversettelser kan inneholde feil eller unøyaktigheter. Det opprinnelige dokumentet på originalspråket skal anses som den autoritative kilden. For kritisk informasjon anbefales profesjonell menneskelig oversettelse. Vi er ikke ansvarlige for eventuelle misforståelser eller feiltolkninger som oppstår ved bruk av denne oversettelsen. +Dette dokumentet har blitt oversatt ved hjelp av AI-oversettelsestjenesten [Co-op Translator](https://github.com/Azure/co-op-translator). Selv om vi streber etter nøyaktighet, vær oppmerksom på at automatiske oversettelser kan inneholde feil eller unøyaktigheter. Det opprinnelige dokumentet på originalspråket bør betraktes som den autoritative kilden. For kritisk informasjon anbefales profesjonell, menneskelig oversettelse. Vi er ikke ansvarlige for eventuelle misforståelser eller feiltolkninger som oppstår ved bruk av denne oversettelsen. \ No newline at end of file diff --git a/translations/pa/README.md b/translations/pa/README.md index 4123c28d..e114510c 100644 --- a/translations/pa/README.md +++ b/translations/pa/README.md @@ -1,137 +1,137 @@ -# ਜਨਰੇਟਿਵ ਏਆਈ ਫਾਰ ਬਿਗਿਨਰਜ਼ - ਜਾਵਾ ਐਡੀਸ਼ਨ -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# ਜੈਨੇਰੇਟਿਵ AI ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ - Java ਐਡੀਸ਼ਨ +[![ਮਾਈਕ੍ਰੋਸੌਫਟ ਫਾਊਂਡਰੀ ਡਿਸਕੋਰਡ](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.pa.png) +![ਜੈਨੇਰੇਟਿਵ AI ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ - Java ਐਡੀਸ਼ਨ](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.pa.png) -**ਸਮਾਂ ਦੀ ਬਾਝ**: ਸਾਰਾ ਵਰਕਸ਼ਾਪ ਆਨਲਾਈਨ ਬਿਨਾਂ ਲੋਕਲ ਸੈਟਅਪ ਦੇ ਪੂਰਾ ਕੀਤਾ ਜਾ ਸਕਦਾ ਹੈ। ਵਾਤਾਵਰਣ ਸੈਟਅਪ 2 ਮਿੰਟ ਲੈਂਦਾ ਹੈ, ਨਮੂਨਿਆਂ ਦੀ ਖੋਜ ਲਈ 1-3 ਘੰਟੇ ਲੱਗ ਸਕਦੇ ਹਨ ਖੋਜ ਦੀ ਗਹਿਰਾਈ ਦੇ ਅਨੁਸਾਰ। +**ਸਮਾਂ ਦੀ ਲੋੜ**: ਸਾਰੇ ਵਰਕਸ਼ਾਪ ਨੂੰ ਬਿਨਾਂ ਕਿਸੇ ਲੋਕਲ ਸੈਟਅੱਪ ਦੇ ਔਨਲਾਈਨ ਪੂਰਾ ਕੀਤਾ ਜਾ ਸਕਦਾ ਹੈ। ਮਾਹੌਲ ਸੈਟਅੱਪ ਨੂੰ 2 ਮਿੰਟ ਲੱਗਦੇ ਹਨ, ਅਤੇ ਨਮੂਨੇ ਦੀ ਜਾਂਚ ਕਰਨ ਲਈ ਖੋਜ ਦੀ ਗਹਿਰਾਈ ਦੇ ਅਨੁਸਾਰ 1-3 ਘੰਟੇ ਲੱਗ ਸਕਦੇ ਹਨ। -> **ਤੁਰੰਤ ਸ਼ੁਰੂਆਤ** +> **ਤੁਰੰਤ ਸ਼ੁਰੂ ਕਰੋ** -1. ਇਸ ਰਿਪੋਜ਼ਿਟਰੀ ਨੂੰ ਆਪਣੇ GitHub ਖਾਤੇ 'ਤੇ ਫੋਰਕ ਕਰੋ +1. ਇਸ ਰੀਪੋਜ਼ਟਰੀ ਨੂੰ ਆਪਣੇ GitHub ਖਾਤੇ 'ਤੇ Fork ਕਰੋ 2. **Code** → **Codespaces** ਟੈਬ → **...** → **New with options...** 'ਤੇ ਕਲਿੱਕ ਕਰੋ -3. ਡਿਫਾਲਟ ਵਰਤੋਂ – ਇਹ ਇਸ ਕੋਰਸ ਲਈ ਬਣਾਈ ਗਈ ਡਿਵੈਲਪਮੈਂਟ ਕੰਟੇਨਰ ਚੁਣੇਗਾ +3. ਡਿਫਾਲਟ ਵਰਤੋ – ਇਹ ਇਸ ਕੋਰਸ ਲਈ ਬਣਾਏ Development container ਨੂੰ ਚੁਣੇਗਾ 4. **Create codespace** 'ਤੇ ਕਲਿੱਕ ਕਰੋ -5. ਵਾਤਾਵਰਣ ਤਿਆਰ ਹੋਣ ਲਈ ਲਗਭਗ 2 ਮਿੰਟ ਉਡੀਕ ਕਰੋ -6. ਸਿੱਧਾ [ਪਹਿਲਾ ਉਦਾਹਰਨ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) 'ਤੇ ਜਾਓ +5. ਮਾਹੌਲ ਦੇ ਤਿਆਰ ਹੋਣ ਲਈ ਲਗਭਗ 2 ਮਿੰਟ ਇੰਤਜ਼ਾਰ ਕਰੋ +6. ਸਿੱਧਾ ਜਾਓ [ਪਹਿਲਾ ਉਦਾਹਰਨ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **ਲੋਕਲ ਕਲੋਨ ਕਰਨਾ ਪਸੰਦ ਹੈ?** +> **ਕੀ ਤੁਸੀਂ ਲੋਕਲ ਤੌਰ 'ਤੇ ਕਲੋਨ ਕਰਨਾ ਪਸੰਦ ਕਰਦੇ ਹੋ?** > -> ਇਸ ਰਿਪੋਜ਼ਿਟਰੀ ਵਿੱਚ 50+ ਭਾਸ਼ਾ ਅਨੁਵਾਦ ਸ਼ਾਮਲ ਹਨ ਜੋ ਡਾਊਨਲੋਡ ਸਾਈਜ਼ ਨੂੰ ਕਾਫੀ ਵਧਾਉਂਦੇ ਹਨ। ਬਿਨਾਂ ਅਨੁਵਾਦਾਂ ਦੇ ਕਲੋਨ ਕਰਨ ਲਈ sparse checkout ਵਰਤੋਂ: +> ਇਸ ਰੀਪੋਜ਼ਟਰੀ ਵਿੱਚ 50+ ਭਾਸ਼ਾਈ ਅਨੁਵਾਦ ਸ਼ਾਮਿਲ ਹਨ ਜੋ ਡਾਊਨਲੋਡ ਆਕਾਰ ਨੂੰ ਕਾਫੀ ਵਧਾ ਦਿੰਦੇ ਹਨ। ਅਨੁਵਾਦਾਂ ਦੇ ਬਿਨਾਂ ਕਲੋਨ ਕਰਨ ਲਈ, sparse checkout ਵਰਤੋਂ: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> ਇਹ ਤੁਹਾਨੂੰ ਕੋਰਸ ਪੂਰਾ ਕਰਨ ਲਈ ਸਾਰਾ ਕੁਝ ਦਿੰਦਾ ਹੈ ਤੇ ਡਾਊਨਲੋਡ ਬਹੁਤ ਤੇਜ਼ ਹੁੰਦਾ ਹੈ। +> ਇਹ ਤੁਹਾਨੂੰ ਕੋਰਸ ਪੂਰਾ ਕਰਨ ਲਈ ਸਭ ਕੁਝ ਦਿੰਦਾ ਹੈ, ਬਹੁਤ ਤੇਜ਼ ਡਾਊਨਲੋਡ ਦੇ ਨਾਲ। -## ਬਹੁ-ਭਾਸ਼ਾਈ ਸਹਾਇਤਾ +## ਬਹੁ-ਭਾਸ਼ਾਈ ਸਮਰਥਨ -### GitHub ਐਕਸ਼ਨ ਰਾਹੀਂ ਸਹਾਇਤਾ (ਆਟੋਮੈਟਿਕ ਅਤੇ ਹਮੇਸ਼ਾ ਅਪ-ਟੂ-ਡੇਟ) +### GitHub Action ਰਾਹੀਂ ਸਮਰਥਿਤ (ਆਟੋਮੇਟਿਕ & ਹਮੇਸ਼ਾਂ ਅੱਪ-ਟੂ-ਡੇਟ) -[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](./README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) +[ਅਰਬੀ](../ar/README.md) | [ਬੰਗਾਲੀ](../bn/README.md) | [ਬੁਲਗਾਰੀਆਈ](../bg/README.md) | [ਬਰਮੀ (ਮਿਆਂਮਾਰ)](../my/README.md) | [ਚੀਨੀ (ਸਰਲ)](../zh/README.md) | [ਚੀਨੀ (ਰਿਵਾਇਤੀ, ਹਾਂਗ ਕਾਂਗ)](../hk/README.md) | [ਚੀਨੀ (ਰਿਵਾਇਤੀ, ਮਕਾਉ)](../mo/README.md) | [ਚੀਨੀ (ਰਿਵਾਇਤੀ, ਤਾਈਵਾਨ)](../tw/README.md) | [ਕ੍ਰੋਏਸ਼ੀਆਈ](../hr/README.md) | [ਚੈੱਕ](../cs/README.md) | [ਡੈਨਿਸ਼](../da/README.md) | [ਡੱਚ](../nl/README.md) | [ਇਸਤੋਨੀਅਨ](../et/README.md) | [ਫਿਨਿਸ਼](../fi/README.md) | [ਫ਼ਰਾਂਸੀਸੀ](../fr/README.md) | [ਜਰਮਨ](../de/README.md) | [ਗ੍ਰੀਕ](../el/README.md) | [ਹੀਬਰੂ](../he/README.md) | [ਹਿੰਦੀ](../hi/README.md) | [ਹੁੰਗੇਰੀ](../hu/README.md) | [ਇੰਡੋਨੇਸ਼ੀਆਈ](../id/README.md) | [ਇਟਾਲੀਅਨ](../it/README.md) | [ਜਪਾਨੀ](../ja/README.md) | [ਕੰਨੜ](../kn/README.md) | [ਕੋਰੀਅਨ](../ko/README.md) | [ਲਿਥੂਆਨੀਆਈ](../lt/README.md) | [ਮਲਏ (Malay)](../ms/README.md) | [ਮਲਯਾਲਮ](../ml/README.md) | [ਮਰਾਠੀ](../mr/README.md) | [ਨੇਪਾਲੀ](../ne/README.md) | [ਨਾਈਜੀਰੀਆਈ ਪਿਜ਼ਿਨ](../pcm/README.md) | [ਨਾਰਵੇਜੀਅਨ](../no/README.md) | [ਫਾਰਸੀ (Farsi)](../fa/README.md) | [ਪੋਲਿਸ਼](../pl/README.md) | [ਪੁਰਤਗਾਲੀ (Brazil)](../br/README.md) | [ਪੁਰਤਗਾਲੀ (Portugal)](../pt/README.md) | [ਪੰਜਾਬੀ (ਗੁਰਮੁਖੀ)](./README.md) | [ਰੋਮਾਨੀਆਈ](../ro/README.md) | [ਰੂਸੀ](../ru/README.md) | [ਸਰਬੀਆਈ (ਸਿਰਿਲਿਕ)](../sr/README.md) | [ਸਲੋਵਾਕ](../sk/README.md) | [ਸਲੋਵੇਨੀਆਈ](../sl/README.md) | [ਸਪੇਨੀ](../es/README.md) | [ਸਵਾਹਿਲੀ](../sw/README.md) | [ਸਵੀਡਿਸ਼](../sv/README.md) | [ਟੈਗਾਲੋਗ (ਫਿਲੀਪੀਨੀ)](../tl/README.md) | [ਤਮਿਲ](../ta/README.md) | [ਤੇਲੁਗੂ](../te/README.md) | [ਥਾਈ](../th/README.md) | [ਤੁਰਕੀ](../tr/README.md) | [ਯੂਕਰੇਨੀ](../uk/README.md) | [ਉਰਦੂ](../ur/README.md) | [ਵਿਯਤਨਾਮੀ](../vi/README.md) -## ਕੋਰਸ ਦੀ ਬਣਤਰ ਅਤੇ ਸਿੱਖਣ ਦਾ ਰਸਤਾ +## ਕੋਰਸ ਦੀ ਢਾਂਚਾ ਅਤੇ ਸیکھਣ ਦਾ ਰਸਤਾ -### **ਅਧਿਆਇ 1: ਜਨਰੇਟਿਵ ਏਆਈ ਦਾ ਪਰਿਚਯ** -- **ਮੁੱਖ ਧਾਰਨਾਵਾਂ**: ਵੱਡੇ ਭਾਸ਼ਾਈ ਮਾਡਲ, ਟੋਕਨ, ਐਮਬੈਡਿੰਗਜ਼ ਅਤੇ ਏਆਈ ਸਮਰੱਥਾਵਾਂ ਦੀ ਸਮਝ -- **ਜਾਵਾ ਏਆਈ ਪਰਿਵਾਰ**: Spring AI ਅਤੇ OpenAI SDKs ਦਾ ਝਲਕ -- **ਮਾਡਲ ਸੰਦਰਭ ਪ੍ਰੋਟੋਕੋਲ**: MCP ਦਾ ਪਰਿਚਯ ਅਤੇ ਏਆਈ ਏਜੰਟ ਸੰਚਾਰ ਵਿੱਚ ਇਸ ਦੀ ਭੂਮਿਕਾ -- **ਵਿਆਵਹਾਰਿਕ ਐਪਲੀਕੇਸ਼ਨ**: ਚੈਟਬੋਟ ਅਤੇ ਸਮੱਗਰੀ ਉਤਪਾਦਨ ਸਮੇਤ ਅਸਲੀ ਦੁਨੀਆ ਦੇ ਦ੍ਰਿਸ਼ +### **ਅਧਿਆਇ 1: ਜੈਨੇਰੇਟਿਵ AI ਦਾ ਪਰਿਚਯ** +- **ਮੁੱਖ ਧਾਰਣਾਵਾਂ**: ਵੱਡੇ ਭਾਸ਼ਾ ਮਾਡਲ, ਟੋਕਨ, embeddings, ਅਤੇ AI ਸਮਰੱਥਾਵਾਂ ਨੂੰ ਸਮਝਣਾ +- **Java AI ਇਕੋਸਿਸਟਮ**: Spring AI ਅਤੇ OpenAI SDKs ਦਾ ਝਲਕ +- **Model Context Protocol**: MCP ਦਾ ਪਰਿਚਯ ਅਤੇ AI ਏਜੰਟ ਸੰਚਾਰ ਵਿੱਚ ਇਸ ਦੀ ਭੂਮਿਕਾ +- **ਅਮਲੀ ਲਾਗੂਤਾਂ**: ਚੈਟਬੌਟਸ ਅਤੇ ਸਮੱਗਰੀ ਬਣਾਉਣ ਸਮੇਤ ਹਕੀਕਤੀ ਸਥਿਤੀਆਂ - **[→ ਅਧਿਆਇ 1 ਸ਼ੁਰੂ ਕਰੋ](./01-IntroToGenAI/README.md)** -### **ਅਧਿਆਇ 2: ਵਿਕਾਸ ਵਾਤਾਵਰਣ ਸੈਟਅਪ** -- **ਬਹੁ-ਪ੍ਰਦਾਤਾ ਸੰਰਚਨਾ**: GitHub ਮਾਡਲ, Azure OpenAI, ਅਤੇ OpenAI ਜਾਵਾ SDK ਇੰਟੀਗ੍ਰੇਸ਼ਨ ਸੈਟਅਪ ਕਰੋ -- **Spring Boot + Spring AI**: ਉਦਯੋਗਿਕ ਏਆਈ ਐਪਲੀਕੇਸ਼ਨ ਵਿਕਾਸ ਲਈ ਸਰਵੋਤਮ ਅਭਿਆਸ -- **GitHub ਮਾਡਲ**: ਪ੍ਰੋਟੋਟਾਈਪਿੰਗ ਅਤੇ ਸਿੱਖਣ ਲਈ ਮੁਫ਼ਤ ਏਆਈ ਮਾਡਲ ਪਹੁੰਚ (ਕੋਈ ਕਰੈਡਿਟ ਕਾਰਡ ਲੋੜੀਂਦਾ ਨਹੀਂ) -- **ਵਿਕਾਸ ਟੂਲ**: ਡੋਕਰ ਕੰਟੇਨਰ, VS ਕੋਡ, ਅਤੇ GitHub ਕੋਡਸਪੇਸ ਸੰਰਚਨਾ +### **ਅਧਿਆਇ 2: ਵਿਕਾਸ ਮਾਹੌਲ ਸੈਟਅੱਪ** +- **ਬਹੁ-ਪ੍ਰਦਾਤਾ ਸੰਰਚਨਾ**: GitHub Models, Azure OpenAI, ਅਤੇ OpenAI Java SDK ਇੰਟਿਗ੍ਰੇਸ਼ਨਾਂ ਨੂੰ ਸੈਟਅੱਪ ਕਰੋ +- **Spring Boot + Spring AI**: ਐਂਟਰਪਰਾਈਜ਼ AI ਐਪਲੀਕੇਸ਼ਨ ਵਿਕਾਸ ਲਈ ਸਰਵੋਤਮ ਅਭਿਆਸ +- **GitHub Models**: ਪ੍ਰੋਟੋਟਾਈਪਿੰਗ ਅਤੇ ਸਿੱਖਣ ਲਈ ਮੁਫ਼ਤ AI ਮਾਡਲ ਪੁਹੰਚ (ਕੋਈ ਕਰੈਡਿਟ ਕਾਰਡ ਲੋੜ ਨਹੀਂ) +- **ਡਿਵੈਲਪਮੈਂਟ ਟੂਲਸ**: Docker containers, VS Code, ਅਤੇ GitHub Codespaces ਸੰਰਚਨਾ - **[→ ਅਧਿਆਇ 2 ਸ਼ੁਰੂ ਕਰੋ](./02-SetupDevEnvironment/README.md)** -### **ਅਧਿਆਇ 3: ਮੁੱਖ ਜਨਰੇਟਿਵ ਏਆਈ ਤਕਨੀਕਾਂ** -- **ਪ੍ਰਾਂਪਟ ਇੰਜੀਨੀਅਰਿੰਗ**: ਸਰਵੋਤਮ ਏਆਈ ਮਾਡਲ ਜਵਾਬ ਲਈ ਤਕਨੀਕਾਂ -- **ਐਮਬੈਡਿੰਗਜ਼ ਅਤੇ ਵੇਕਟਰ ਓਪਰੇਸ਼ਨ**: ਸੈਮਾਂਟਿਕ ਖੋਜ ਅਤੇ ਸਮਾਨਤਾ ਮੇਲ ਕਰਨਾ ਲਾਗੂ ਕਰੋ -- **ਰੀਟਰੀਵਲ-ਆਗਮੈਂਟਡ ਜਨਰੇਸ਼ਨ (RAG)**: ਆਪਣੇ ਡਾਟਾ ਸਰੋਤਾਂ ਨਾਲ ਏਆਈ ਨੂੰ ਜੋੜੋ -- **ਫੰਕਸ਼ਨ ਕਾਲਿੰਗ**: ਕਸਟਮ ਟੂਲ ਅਤੇ ਪਲੱਗਇਨ ਨਾਲ ਏਆਈ ਸਮਰੱਥਾਵਾਂ ਵਧਾਓ +### **ਅਧਿਆਇ 3: ਮੁੱਖ ਜੈਨੇਰੇਟਿਵ AI ਤਕਨੀਕਾਂ** +- **Prompt Engineering**: ਸਰਵੋਤਮ AI ਮਾਡਲ ਜਵਾਬਾਂ ਲਈ ਤਕਨੀਕਾਂ +- **Embeddings & Vector Operations**: ਸੈਮੈਂਟਿਕ ਖੋਜ ਅਤੇ ਸਮਾਨਤਾ ਮਿਲਾਉਣ ਨੂੰ ਲਾਗੂ ਕਰੋ +- **Retrieval-Augmented Generation (RAG)**: AI ਨੂੰ ਆਪਣੇ ਡਾਟਾ ਸ੍ਰੋਤਾਂ ਨਾਲ ਜੋੜਨਾ +- **Function Calling**: ਕਸਟਮ ਟੂਲਾਂ ਅਤੇ ਪਲੱਗਇਨਾਂ ਨਾਲ AI ਸਮਰੱਥਾਵਾਂ ਵਧਾਉਣਾ - **[→ ਅਧਿਆਇ 3 ਸ਼ੁਰੂ ਕਰੋ](./03-CoreGenerativeAITechniques/README.md)** -### **ਅਧਿਆਇ 4: ਵਿਆਵਹਾਰਿਕ ਐਪਲੀਕੇਸ਼ਨ ਅਤੇ ਪ੍ਰੋਜੈਕਟ** -- **ਪੈਟ ਸਟੋਰੀ ਜਨਰੇਟਰ** (`petstory/`): GitHub ਮਾਡਲ ਨਾਲ ਰਚਨਾਤਮਕ ਸਮੱਗਰੀ ਉਤਪਾਦਨ -- **Foundry ਲੋਕਲ ਡੈਮੋ** (`foundrylocal/`): OpenAI ਜਾਵਾ SDK ਨਾਲ ਲੋਕਲ ਏਆਈ ਮਾਡਲ ਇੰਟੀਗ੍ਰੇਸ਼ਨ -- **MCP ਕੈਲਕੂਲੇਟਰ ਸਰਵਿਸ** (`calculator/`): Spring AI ਨਾਲ ਬੁਨਿਆਦੀ ਮਾਡਲ ਸੰਦਰਭ ਪ੍ਰੋਟੋਕੋਲ ਲਾਗੂ +### **ਅਧਿਆਇ 4: ਅਮਲੀ ਐਪਲੀਕੇਸ਼ਨਜ਼ ਅਤੇ ਪ੍ਰੋਜੈਕਟ** +- **ਪੈਟ ਸਟੋਰੀ ਜਨਰੇਟਰ** (`petstory/`): GitHub Models ਨਾਲ ਰਚਨਾਤਮਕ ਸਮੱਗਰੀ ਬਣਾਉਣਾ +- **Foundry ਲੋਕਲ ਡੈਮੋ** (`foundrylocal/`): OpenAI Java SDK ਨਾਲ ਲੋਕਲ AI ਮਾਡਲ ਇੰਟਿਗ੍ਰੇਸ਼ਨ +- **MCP ਕੈਲਕੁਲੇਟਰ ਸਰਵਿਸ** (`calculator/`): Spring AI ਨਾਲ ਬੁਨਿਆਦੀ Model Context Protocol ਲਾਗੂਕਰਨ - **[→ ਅਧਿਆਇ 4 ਸ਼ੁਰੂ ਕਰੋ](./04-PracticalSamples/README.md)** -### **ਅਧਿਆਇ 5: ਜ਼ਿੰਮੇਵਾਰ ਏਆਈ ਵਿਕਾਸ** -- **GitHub ਮਾਡਲ ਸੁਰੱਖਿਆ**: ਬਿਲਟ-ਇਨ ਸਮੱਗਰੀ ਫਿਲਟਰਿੰਗ ਅਤੇ ਸੁਰੱਖਿਆ ਮਕੈਨਿਜ਼ਮ (ਹਾਰਡ ਬਲਾਕ ਅਤੇ ਸੌਫਟ ਇਨਕਾਰ) ਦੀ ਜਾਂਚ ਕਰੋ -- **ਜ਼ਿੰਮੇਵਾਰ ਏਆਈ ਡੈਮੋ**: ਹੱਥ-ਵਰਗਾ ਉਦਾਹਰਨ ਜੋ ਦਿਖਾਉਂਦਾ ਹੈ ਕਿ ਆਧੁਨਿਕ ਏਆਈ ਸੁਰੱਖਿਆ ਪ੍ਰਣਾਲੀਆਂ ਕਿਵੇਂ ਕੰਮ ਕਰਦੀਆਂ ਹਨ -- **ਸਰਵੋਤਮ ਅਭਿਆਸ**: ਨੈਤਿਕ ਏਆਈ ਵਿਕਾਸ ਅਤੇ ਤਾਇਨਾਤੀ ਲਈ ਜ਼ਰੂਰੀ ਦਿਸ਼ਾ-ਨਿਰਦੇਸ਼ +### **ਅਧਿਆਇ 5: ਜਵਾਬਦੇਹ AI ਵਿਕਾਸ** +- **GitHub Models ਸੁਰੱਖਿਆ**: ਬਿਲਟ-ਇਨ ਸਮੱਗਰੀ ਫਿਲਟਰਿੰਗ ਅਤੇ ਸੁਰੱਖਿਆ ਮਕੈਨਿਜ਼ਮਾਂ (ਕਠੋਰ ਰੋਕ ਅਤੇ ਨਰਮ ਇਨਕਾਰ) ਦੀ ਜਾਂਚ +- **ਜਵਾਬਦੇਹ AI ਡੈਮੋ**: ਹੱਥ-ਅਨੁਭਵ ਉਦਾਹਰਨ ਜੋ ਦਿਖਾਉਂਦੀ ਹੈ ਕਿ ਆਧੁਨਿਕ AI ਸੁਰੱਖਿਆ ਪ੍ਰਣਾਲੀਆਂ ਪ੍ਰਯੋਗ ਵਿੱਚ ਕਿਵੇਂ ਕੰਮ ਕਰਦੀਆਂ ਹਨ +- **ਸਰਵੋਤਮ ਅਭਿਆਸ**: ਨੈਤਿਕ AI ਵਿਕਾਸ ਅਤੇ ਡਿਪਲੋਇਮੈਂਟ ਲਈ ਜਰੂਰੀ ਨਿਰਦੇਸ਼ - **[→ ਅਧਿਆਇ 5 ਸ਼ੁਰੂ ਕਰੋ](./05-ResponsibleGenAI/README.md)** ## ਵਾਧੂ ਸਰੋਤ ### LangChain -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Generative AI Series -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### ਜੈਨੇਰੇਟਿਵ AI ਸੀਰੀਜ਼ +[![ਜੈਨੇਰੇਟਿਵ AI ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![ਜੈਨੇਰੇਟਿਵ AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![ਜੈਨੇਰੇਟਿਵ AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![ਜੈਨੇਰੇਟਿਵ AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### ਮੁੱਖ ਸਿੱਖਿਆ -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### ਮੁੱਖ ਸਿਖਿਆ +[![ML ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![ਡੇਟਾ ਸਾਇੰਸ ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![ਸਾਇਬਰਸੁਰੱਖਿਆ ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![ਵੇੱਬ ਡਿਵੈਲਪਮੈਂਟ ਸ਼ੁਰੂਆਤੀਆਂ ਲਈ](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![ਆਰੰਭਿਕਾਂ ਲਈ IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![ਆਰੰਭਿਕਾਂ ਲਈ XR ਵਿਕਾਸ](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### ਕੋਪਾਇਲਟ ਸੀਰੀਜ਼ -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot ਸੀਰੀਜ਼ +[![AI ਜੋੜੀ ਪ੍ਰੋਗ੍ਰਾਮਿੰਗ ਲਈ Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET ਲਈ Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot ਐਡਵੈਂਚਰ](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## ਮਦਦ ਪ੍ਰਾਪਤ ਕਰਨਾ +## ਸਹਾਇਤਾ ਪ੍ਰਾਪਤ ਕਰੋ -ਜੇ ਤੁਸੀਂ ਫਸ ਜਾਂਦੇ ਹੋ ਜਾਂ AI ਐਪਸ ਬਣਾਉਣ ਬਾਰੇ ਕੋਈ ਸਵਾਲ ਹੈ। MCP ਬਾਰੇ ਚਰਚਾ ਵਿੱਚ ਸਾਥੀ ਸਿੱਖਣ ਵਾਲੇ ਅਤੇ ਅਨੁਭਵੀ ਡਿਵੈਲਪਰਾਂ ਨਾਲ ਜੁੜੋ। ਇਹ ਇੱਕ ਸਹਾਇਕ ਸਮੁਦਾਇ ਹੈ ਜਿੱਥੇ ਸਵਾਲਾਂ ਦਾ ਸਵਾਗਤ ਹੈ ਅਤੇ ਗਿਆਨ ਖੁੱਲ੍ਹ ਕੇ ਸਾਂਝਾ ਕੀਤਾ ਜਾਂਦਾ ਹੈ। +ਜੇ ਤੁਸੀਂ ਫਸ ਜਾਂਦੇ ਹੋ ਜਾਂ AI ਐਪਸ ਬਣਾਉਣ ਬਾਰੇ ਕੋਈ ਸਵਾਲ ਹੈ, ਤਾਂ MCP ਬਾਰੇ ਚਰਚਾਵਾਂ ਵਿੱਚ ਹੋਰ ਸਿੱਖਣ ਵਾਲਿਆਂ ਅਤੇ ਅਨੁਭਵੀ ਡਿਵੈਲਪਰਾਂ ਨਾਲ ਸ਼ਾਮਲ ਹੋਵੋ। ਇਹ ਇੱਕ ਸਹਾਇਕ ਕਮਿਊਨਿਟੀ ਹੈ ਜਿੱਥੇ ਸਵਾਲਾਂ ਦਾ ਸਵਾਗਤ ਹੈ ਅਤੇ ਗਿਆਨ ਖੁੱਲ੍ਹੇ ਤੌਰ 'ਤੇ ਸਾਂਝਾ ਕੀਤਾ ਜਾਂਦਾ ਹੈ। [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -ਜੇ ਤੁਹਾਡੇ ਕੋਲ ਉਤਪਾਦ ਫੀਡਬੈਕ ਜਾਂ ਗਲਤੀਆਂ ਹਨ ਤਾਂ ਬਣਾਉਂਦੇ ਸਮੇਂ ਜਾਓ: +ਜੇ ਤੁਹਾਡੇ ਕੋਲ ਉਤਪਾਦ ਬਾਰੇ ਫੀਡਬੈਕ ਜਾਂ ਬਣਾਉਣ ਦੌਰਾਨ ਕੋਈ ਤਰੁੱਟੀਆਂ ਹਨ, ਤਾਂ ਜਾਓ: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry ਡਿਵੈਲਪਰ ਫੋਰਮ](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**ਅਸਵੀਕਾਰੋਪੱਤਰ**: -ਇਹ ਦਸਤਾਵੇਜ਼ AI ਅਨੁਵਾਦ ਸੇਵਾ [Co-op Translator](https://github.com/Azure/co-op-translator) ਦੀ ਵਰਤੋਂ ਕਰਕੇ ਅਨੁਵਾਦ ਕੀਤਾ ਗਿਆ ਹੈ। ਜਦੋਂ ਕਿ ਅਸੀਂ ਸਹੀਤਾ ਲਈ ਕੋਸ਼ਿਸ਼ ਕਰਦੇ ਹਾਂ, ਕਿਰਪਾ ਕਰਕੇ ਧਿਆਨ ਵਿੱਚ ਰੱਖੋ ਕਿ ਸਵੈਚਾਲਿਤ ਅਨੁਵਾਦਾਂ ਵਿੱਚ ਗਲਤੀਆਂ ਜਾਂ ਅਸਮਰਥਤਾਵਾਂ ਹੋ ਸਕਦੀਆਂ ਹਨ। ਮੂਲ ਦਸਤਾਵੇਜ਼ ਆਪਣੀ ਮੂਲ ਭਾਸ਼ਾ ਵਿੱਚ ਪ੍ਰਮਾਣਿਕ ਸਰੋਤ ਮੰਨਿਆ ਜਾਣਾ ਚਾਹੀਦਾ ਹੈ। ਮਹੱਤਵਪੂਰਨ ਜਾਣਕਾਰੀ ਲਈ, ਪੇਸ਼ੇਵਰ ਮਨੁੱਖੀ ਅਨੁਵਾਦ ਦੀ ਸਿਫਾਰਸ਼ ਕੀਤੀ ਜਾਂਦੀ ਹੈ। ਅਸੀਂ ਇਸ ਅਨੁਵਾਦ ਦੀ ਵਰਤੋਂ ਤੋਂ ਉਤਪੰਨ ਕਿਸੇ ਵੀ ਗਲਤਫਹਿਮੀ ਜਾਂ ਗਲਤ ਵਿਆਖਿਆ ਲਈ ਜ਼ਿੰਮੇਵਾਰ ਨਹੀਂ ਹਾਂ। +ਅਸਵੀਕਾਰ: +ਇਹ ਦਸਤਾਵੇਜ਼ AI ਅਨੁਵਾਦ ਸੇਵਾ [Co-op Translator](https://github.com/Azure/co-op-translator) ਦੀ ਵਰਤੋਂ ਕਰਕੇ ਅਨੁਵਾਦ ਕੀਤਾ ਗਿਆ ਹੈ। ਅਸੀਂ ਸਹੀਤਾ ਲਈ ਕੋਸ਼ਿਸ਼ ਕਰਦੇ ਹਾਂ, ਪਰ ਕਿਰਪਾ ਕਰਕੇ ਧਿਆਨ ਰੱਖੋ ਕਿ ਆਟੋਮੇਟਿਕ ਅਨੁਵਾਦਾਂ ਵਿੱਚ ਗਲਤੀਆਂ ਜਾਂ ਅਣਸਹੀਤਾਵਾਂ ਹੋ ਸਕਦੀਆਂ ਹਨ। ਮੂਲ ਦਸਤਾਵੇਜ਼ ਆਪਣੀ ਮੂਲ ਭਾਸ਼ਾ ਵਿੱਚ ਅਧਿਕਾਰਿਕ ਸਰੋਤ ਵਜੋਂ ਮੰਨਿਆ ਜਾਣਾ ਚਾਹੀਦਾ ਹੈ। ਗੰਭੀਰ ਜਾਣਕਾਰੀ ਲਈ ਪੇਸ਼ੇਵਰ ਮਨੁੱਖੀ ਅਨੁਵਾਦ ਦੀ ਸਿਫ਼ਾਰਸ਼ ਕੀਤੀ ਜਾਂਦੀ ਹੈ। ਅਸੀਂ ਇਸ ਅਨੁਵਾਦ ਦੀ ਵਰਤੋਂ ਤੋਂ ਉਤਪੰਨ ਹੋਣ ਵਾਲੀਆਂ ਕਿਸੇ ਵੀ ਗਲਤਫਹਮੀਆਂ ਜਾਂ ਗਲਤ ਵਿਆਖਿਆਵਾਂ ਲਈ ਜ਼ਿੰਮੇਵਾਰ ਨਹੀਂ ਹਾਂ। \ No newline at end of file diff --git a/translations/pcm/README.md b/translations/pcm/README.md index 75b720e1..1d4537b2 100644 --- a/translations/pcm/README.md +++ b/translations/pcm/README.md @@ -1,8 +1,8 @@ ## Getting Help -If you get stuck or get any questions about how to build AI apps. Join other learners and experienced developers for talk about MCP. Na supportive community wey questions dey welcome and knowledge dey shared freely. +If you jam or get any question about how to build AI apps, join other learners and experienced developers to yarn about MCP. Na supportive community wey questions dey welcome and knowledge dey shared freely. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -If you get product feedback or errors while you dey build, visit: +If you get product feedback or you dey see errors while you dey build, make you visit: [![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Disclaimer**: -Dis document don translate wit AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator). Even though we dey try make am correct, abeg sabi say automated translation fit get some mistakes or no too correct. Di original document wey e dey for im own language na di correct one. If na serious matter, e better make human professional translate am. We no go responsible for any misunderstanding or wrong meaning wey fit come from dis translation. +Disclaimer: +Dis dokument don translate wit AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator). Even tho we dey try make am correct, abeg sabi say automatic translations fit get mistakes or no too accurate. Di original dokument for im own language na di main/authoritative source. If na critical info, e better make professional human translator do am. We no dey responsible for any misunderstanding or misinterpretation wey fit come from this translation. \ No newline at end of file diff --git a/translations/pl/README.md b/translations/pl/README.md index 4a466dc7..78b42746 100644 --- a/translations/pl/README.md +++ b/translations/pl/README.md @@ -1,80 +1,80 @@ -# Generatywna AI dla początkujących - edycja Java +# Generative AI dla początkujących - edycja Java [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generatywna AI dla początkujących - edycja Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.pl.png) +![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.pl.png) -**Czas zaangażowania**: Cały warsztat można ukończyć online bez lokalnej konfiguracji. Konfiguracja środowiska zajmuje 2 minuty, a eksploracja przykładów wymaga 1-3 godzin w zależności od głębokości eksploracji. +**Zaangażowanie czasowe**: Cały warsztat można ukończyć online bez lokalnej konfiguracji. Konfiguracja środowiska zajmuje 2 minuty, a eksploracja przykładów wymaga 1–3 godzin w zależności od głębokości eksploracji. > **Szybki start** 1. Sforkuj to repozytorium na swoje konto GitHub -2. Kliknij **Code** → zakładka **Codespaces** → **...** → **Nowy z opcjami...** -3. Użyj domyślnych ustawień – wybierze to kontener deweloperski stworzony dla tego kursu -4. Kliknij **Utwórz codespace** -5. Poczekaj około 2 minut na gotowość środowiska -6. Przejdź bezpośrednio do [Pierwszego przykładu](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +2. Kliknij **Code** → zakładkę **Codespaces** → **...** → **New with options...** +3. Użyj domyślnych ustawień – to wybierze kontener deweloperski stworzony dla tego kursu +4. Kliknij **Create codespace** +5. Poczekaj ~2 minuty, aż środowisko będzie gotowe +6. Przejdź bezpośrednio do [Pierwszy przykład](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Wolisz klonować lokalnie?** +> **Wolisz sklonować lokalnie?** > -> To repozytorium zawiera ponad 50 tłumaczeń językowych, co znacznie zwiększa rozmiar pobierania. Aby sklonować bez tłumaczeń, użyj sparse checkout: +> To repozytorium zawiera 50+ tłumaczeń, co znacznie zwiększa rozmiar pobierania. Aby sklonować bez tłumaczeń, użyj sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> To daje wszystko, czego potrzebujesz, aby ukończyć kurs, z dużo szybszym pobieraniem. +> Daje to wszystko, czego potrzebujesz, aby ukończyć kurs, przy znacznie szybszym pobieraniu. ## Wsparcie wielojęzyczne -### Obsługiwane przez GitHub Action (Automatyczne i zawsze aktualne) +### Obsługiwane przez GitHub Action (zautomatyzowane i zawsze aktualne) -[Arabski](../ar/README.md) | [Bengalski](../bn/README.md) | [Bułgarski](../bg/README.md) | [Birmański (Myanmar)](../my/README.md) | [Chiński (uproszczony)](../zh/README.md) | [Chiński (tradycyjny, Hongkong)](../hk/README.md) | [Chiński (tradycyjny, Makau)](../mo/README.md) | [Chiński (tradycyjny, Tajwan)](../tw/README.md) | [Chorwacki](../hr/README.md) | [Czeski](../cs/README.md) | [Duński](../da/README.md) | [Niderlandzki](../nl/README.md) | [Estoński](../et/README.md) | [Fiński](../fi/README.md) | [Francuski](../fr/README.md) | [Niemiecki](../de/README.md) | [Grecki](../el/README.md) | [Hebrajski](../he/README.md) | [Hindi](../hi/README.md) | [Węgierski](../hu/README.md) | [Indonezyjski](../id/README.md) | [Włoski](../it/README.md) | [Japoński](../ja/README.md) | [Kannada](../kn/README.md) | [Koreański](../ko/README.md) | [Litewski](../lt/README.md) | [Malajski](../ms/README.md) | [Malajalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalski](../ne/README.md) | [Nigeryjski pidgin](../pcm/README.md) | [Norweski](../no/README.md) | [Perski (Farsi)](../fa/README.md) | [Polski](./README.md) | [Portugalski (Brazylia)](../br/README.md) | [Portugalski (Portugalia)](../pt/README.md) | [Pendżabski (Gurmukhi)](../pa/README.md) | [Rumuński](../ro/README.md) | [Rosyjski](../ru/README.md) | [Serbski (cyrylica)](../sr/README.md) | [Słowacki](../sk/README.md) | [Słoweński](../sl/README.md) | [Hiszpański](../es/README.md) | [Suahili](../sw/README.md) | [Szwedzki](../sv/README.md) | [Tagalog (Filipiński)](../tl/README.md) | [Tamilski](../ta/README.md) | [Telugu](../te/README.md) | [Tajski](../th/README.md) | [Turecki](../tr/README.md) | [Ukraiński](../uk/README.md) | [Urdu](../ur/README.md) | [Wietnamski](../vi/README.md) +[Arabski](../ar/README.md) | [Bengalski](../bn/README.md) | [Bułgarski](../bg/README.md) | [Birmański (Myanmar)](../my/README.md) | [Chiński (uproszczony)](../zh/README.md) | [Chiński (tradycyjny, Hong Kong)](../hk/README.md) | [Chiński (tradycyjny, Macau)](../mo/README.md) | [Chiński (tradycyjny, Taiwan)](../tw/README.md) | [Chorwacki](../hr/README.md) | [Czeski](../cs/README.md) | [Duński](../da/README.md) | [Niderlandzki](../nl/README.md) | [Estoński](../et/README.md) | [Fiński](../fi/README.md) | [Francuski](../fr/README.md) | [Niemiecki](../de/README.md) | [Grecki](../el/README.md) | [Hebrajski](../he/README.md) | [Hindi](../hi/README.md) | [Węgierski](../hu/README.md) | [Indonezyjski](../id/README.md) | [Włoski](../it/README.md) | [Japoński](../ja/README.md) | [Kannada](../kn/README.md) | [Koreański](../ko/README.md) | [Litewski](../lt/README.md) | [Malajski](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalski](../ne/README.md) | [Nigeryjski pidżin](../pcm/README.md) | [Norweski](../no/README.md) | [Perski (Farsi)](../fa/README.md) | [Polski](./README.md) | [Portugalski (Brazylia)](../br/README.md) | [Portugalski (Portugalia)](../pt/README.md) | [Pendżabski (Gurmukhi)](../pa/README.md) | [Rumuński](../ro/README.md) | [Rosyjski](../ru/README.md) | [Serbski (cyrylica)](../sr/README.md) | [Słowacki](../sk/README.md) | [Słoweński](../sl/README.md) | [Hiszpański](../es/README.md) | [Suahili](../sw/README.md) | [Szwedzki](../sv/README.md) | [Tagalog (Filipiński)](../tl/README.md) | [Tamilski](../ta/README.md) | [Telugu](../te/README.md) | [Tajski](../th/README.md) | [Turecki](../tr/README.md) | [Ukraiński](../uk/README.md) | [Urdu](../ur/README.md) | [Wietnamski](../vi/README.md) ## Struktura kursu i ścieżka nauki -### **Rozdział 1: Wprowadzenie do generatywnej AI** -- **Podstawowe pojęcia**: Zrozumienie dużych modeli językowych, tokenów, osadzeń i możliwości AI -- **Ekosystem AI w Javie**: Przegląd Spring AI i OpenAI SDK -- **Protokół kontekstu modelu**: Wprowadzenie do MCP i jego roli w komunikacji agentów AI +### **Rozdział 1: Wprowadzenie do generatywnego AI** +- **Podstawowe koncepcje**: Zrozumienie dużych modeli językowych, tokenów, embeddings i możliwości AI +- **Ekosystem AI w Javie**: Przegląd Spring AI i SDK OpenAI +- **Model Context Protocol**: Wprowadzenie do MCP i jego roli w komunikacji agentów AI - **Praktyczne zastosowania**: Scenariusze z życia, w tym chatboty i generowanie treści - **[→ Rozpocznij rozdział 1](./01-IntroToGenAI/README.md)** ### **Rozdział 2: Konfiguracja środowiska deweloperskiego** -- **Konfiguracja wielu dostawców**: Ustaw GitHub Models, Azure OpenAI i integracje OpenAI Java SDK -- **Spring Boot + Spring AI**: Najlepsze praktyki tworzenia aplikacji AI dla przedsiębiorstw -- **GitHub Models**: Darmowy dostęp do modeli AI do prototypowania i nauki (bez karty kredytowej) +- **Konfiguracja wielu dostawców**: Ustawienie GitHub Models, Azure OpenAI i integracje OpenAI Java SDK +- **Spring Boot + Spring AI**: Najlepsze praktyki dla rozwoju aplikacji AI w przedsiębiorstwach +- **Modele GitHub**: Darmowy dostęp do modeli AI do prototypowania i nauki (nie jest wymagana karta kredytowa) - **Narzędzia deweloperskie**: Kontenery Docker, VS Code i konfiguracja GitHub Codespaces - **[→ Rozpocznij rozdział 2](./02-SetupDevEnvironment/README.md)** -### **Rozdział 3: Podstawowe techniki generatywnej AI** -- **Inżynieria promptów**: Techniki optymalnych odpowiedzi modeli AI -- **Osadzenia i operacje na wektorach**: Implementacja wyszukiwania semantycznego i dopasowania podobieństwa +### **Rozdział 3: Podstawowe techniki generatywnego AI** +- **Inżynieria promptów**: Techniki dla optymalnych odpowiedzi modeli AI +- **Embeddings i operacje na wektorach**: Implementacja wyszukiwania semantycznego i dopasowywania podobieństwa - **Retrieval-Augmented Generation (RAG)**: Połączenie AI z własnymi źródłami danych - **Wywoływanie funkcji**: Rozszerzanie możliwości AI za pomocą niestandardowych narzędzi i wtyczek - **[→ Rozpocznij rozdział 3](./03-CoreGenerativeAITechniques/README.md)** ### **Rozdział 4: Praktyczne zastosowania i projekty** -- **Generator historii o zwierzętach** (`petstory/`): Kreatywne generowanie treści z GitHub Models -- **Demo Foundry lokalne** (`foundrylocal/`): Lokalna integracja modelu AI z OpenAI Java SDK -- **Usługa kalkulatora MCP** (`calculator/`): Podstawowa implementacja Model Context Protocol ze Spring AI +- **Pet Story Generator** (`petstory/`): Kreatywne generowanie treści z wykorzystaniem modeli GitHub +- **Foundry Local Demo** (`foundrylocal/`): Integracja lokalnego modelu AI z OpenAI Java SDK +- **Usługa kalkulatora MCP** (`calculator/`): Podstawowa implementacja Model Context Protocol z Spring AI - **[→ Rozpocznij rozdział 4](./04-PracticalSamples/README.md)** ### **Rozdział 5: Odpowiedzialny rozwój AI** -- **Bezpieczeństwo GitHub Models**: Testowanie wbudowanych mechanizmów filtrowania treści i bezpieczeństwa (twarde blokady i miękkie odmowy) -- **Demo odpowiedzialnej AI**: Praktyczny przykład pokazujący działanie nowoczesnych systemów bezpieczeństwa AI -- **Najlepsze praktyki**: Podstawowe wytyczne etycznego rozwoju i wdrażania AI +- **Bezpieczeństwo modeli GitHub**: Testowanie wbudowanego filtrowania treści i mechanizmów bezpieczeństwa (twarde blokady i miękkie odmowy) +- **Demo odpowiedzialnego AI**: Praktyczny przykład pokazujący, jak działają nowoczesne systemy bezpieczeństwa AI +- **Najlepsze praktyki**: Niezbędne wytyczne dla etycznego rozwoju i wdrażania AI - **[→ Rozpocznij rozdział 5](./05-ResponsibleGenAI/README.md)** ## Dodatkowe zasoby @@ -94,44 +94,45 @@ CO_OP_TRANSLATOR_METADATA: --- -### Seria Generatywna AI -[![Generatywna AI dla początkujących](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generatywna AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generatywna AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generatywna AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Seria Generative AI +[![Generative AI dla początkujących](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Podstawowa nauka +### Podstawowe materiały [![ML dla początkujących](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Data Science dla początkujących](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI dla początkujących](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cyberbezpieczeństwo dla początkujących](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web Dev dla początkujących](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + [![IoT dla początkujących](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development dla początkujących](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![XR dla początkujących](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Seria Copilot -[![Copilot dla AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot dla programowania w parach z AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot dla C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Przygoda z Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Przygoda Copilota](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Uzyskiwanie pomocy -Jeśli utkniesz lub masz pytania dotyczące tworzenia aplikacji AI, dołącz do innych uczących się i doświadczonych programistów w dyskusjach o MCP. To wspierająca społeczność, gdzie pytania są mile widziane, a wiedza jest swobodnie dzielona. +Jeśli utkniesz lub będziesz mieć pytania dotyczące tworzenia aplikacji AI. Dołącz do innych uczących się i doświadczonych deweloperów w dyskusjach na temat MCP. To wspierająca społeczność, w której pytania są mile widziane, a wiedza jest swobodnie dzielona. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry — Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) Jeśli masz uwagi dotyczące produktu lub napotkasz błędy podczas tworzenia, odwiedź: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Forum deweloperów Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Zastrzeżenie**: -Niniejszy dokument został przetłumaczony za pomocą usługi tłumaczenia AI [Co-op Translator](https://github.com/Azure/co-op-translator). Mimo że dokładamy starań, aby tłumaczenie było jak najbardziej precyzyjne, prosimy mieć na uwadze, że automatyczne tłumaczenia mogą zawierać błędy lub nieścisłości. Oryginalny dokument w języku źródłowym powinien być uznawany za źródło autorytatywne. W przypadku informacji krytycznych zalecane jest skorzystanie z profesjonalnego tłumaczenia wykonanego przez człowieka. Nie ponosimy odpowiedzialności za jakiekolwiek nieporozumienia lub błędne interpretacje wynikające z korzystania z tego tłumaczenia. +**Zastrzeżenie**: +Niniejszy dokument został przetłumaczony przy użyciu usługi tłumaczeń AI [Co-op Translator](https://github.com/Azure/co-op-translator). Chociaż dokładamy starań, by tłumaczenie było poprawne, prosimy pamiętać, że automatyczne tłumaczenia mogą zawierać błędy lub nieścisłości. Oryginalny dokument w języku źródłowym należy traktować jako dokument wiążący. W przypadku informacji krytycznych zalecane jest skorzystanie z profesjonalnego tłumaczenia wykonanego przez tłumacza. Nie ponosimy odpowiedzialności za jakiekolwiek nieporozumienia lub błędne interpretacje wynikające z korzystania z tego tłumaczenia. \ No newline at end of file diff --git a/translations/pt/README.md b/translations/pt/README.md index 4b7bb0dd..71f2e2e4 100644 --- a/translations/pt/README.md +++ b/translations/pt/README.md @@ -1,101 +1,101 @@ -# IA Generativa para Iniciantes - Edição Java -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# IA Generativa para Principiantes - Edição Java +[![Discord do Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![IA Generativa para Iniciantes - Edição Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.pt.png) +![IA Generativa para Principiantes - Edição Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.pt.png) -**Compromisso de Tempo**: O workshop completo pode ser realizado online sem configuração local. A configuração do ambiente leva 2 minutos, com a exploração dos exemplos a requerer entre 1 a 3 horas, dependendo da profundidade da exploração. +**Compromisso de Tempo**: Todo o workshop pode ser concluído online sem configuração local. A configuração do ambiente demora 2 minutos, sendo que explorar os exemplos requer entre 1–3 horas, dependendo da profundidade da exploração. > **Início Rápido** -1. Faça um fork deste repositório para a sua conta GitHub -2. Clique em **Code** → separador **Codespaces** → **...** → **Novo com opções...** -3. Use as predefinições – isto selecionará o contentor de Desenvolvimento criado para este curso -4. Clique em **Criar codespace** -5. Aguarde cerca de 2 minutos para o ambiente estar pronto -6. Vá diretamente para [O primeiro exemplo](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. Faça fork deste repositório para a sua conta GitHub +2. Clique em **Code** → separador **Codespaces** → **...** → **New with options...** +3. Use os padrões – isto irá selecionar o contentor de desenvolvimento criado para este curso +4. Clique em **Create codespace** +5. Aguarde ~2 minutos até o ambiente ficar pronto +6. Vá diretamente para [→ Iniciar Capítulo 2](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) > **Prefere Clonar Localmente?** > -> Este repositório inclui mais de 50 traduções de idiomas, o que aumenta significativamente o tamanho do download. Para clonar sem traduções, use o checkout esparso: +> Este repositório inclui mais de 50 traduções de idiomas, o que aumenta significativamente o tamanho do download. Para clonar sem traduções, use sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Isto dá-lhe tudo o que precisa para completar o curso com um download muito mais rápido. +> Isto dá-lhe tudo o que precisa para concluir o curso com um download muito mais rápido. -## Suporte Multilíngue +## Suporte Multilingue -### Suportado via GitHub Action (Automatizado e Sempre Atualizado) +### Suportado através do GitHub Action (Automatizado e Sempre Atualizado) -[Árabe](../ar/README.md) | [Bengali](../bn/README.md) | [Búlgaro](../bg/README.md) | [Birmanês (Myanmar)](../my/README.md) | [Chinês (Simplificado)](../zh/README.md) | [Chinês (Tradicional, Hong Kong)](../hk/README.md) | [Chinês (Tradicional, Macau)](../mo/README.md) | [Chinês (Tradicional, Taiwan)](../tw/README.md) | [Croata](../hr/README.md) | [Checo](../cs/README.md) | [Dinamarquês](../da/README.md) | [Holandês](../nl/README.md) | [Estónio](../et/README.md) | [Finlandês](../fi/README.md) | [Francês](../fr/README.md) | [Alemão](../de/README.md) | [Grego](../el/README.md) | [Hebraico](../he/README.md) | [Hindi](../hi/README.md) | [Húngaro](../hu/README.md) | [Indonésio](../id/README.md) | [Italiano](../it/README.md) | [Japonês](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malaio](../ms/README.md) | [Malaiala](../ml/README.md) | [Marata](../mr/README.md) | [Nepali](../ne/README.md) | [Pidgin Nigeriano](../pcm/README.md) | [Norueguês](../no/README.md) | [Persa (Farsi)](../fa/README.md) | [Polaco](../pl/README.md) | [Português (Brasil)](../br/README.md) | [Português (Portugal)](./README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romeno](../ro/README.md) | [Russo](../ru/README.md) | [Sérvio (Cirílico)](../sr/README.md) | [Eslovaco](../sk/README.md) | [Esloveno](../sl/README.md) | [Espanhol](../es/README.md) | [Suaíli](../sw/README.md) | [Sueco](../sv/README.md) | [Tagalo (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Tailandês](../th/README.md) | [Turco](../tr/README.md) | [Ucraniano](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) +[Árabe](../ar/README.md) | [Bengalês](../bn/README.md) | [Búlgaro](../bg/README.md) | [Birmanês (Myanmar)](../my/README.md) | [Chinês (Simplificado)](../zh/README.md) | [Chinês (Tradicional, Hong Kong)](../hk/README.md) | [Chinês (Tradicional, Macau)](../mo/README.md) | [Chinês (Tradicional, Taiwan)](../tw/README.md) | [Croata](../hr/README.md) | [Checo](../cs/README.md) | [Dinamarquês](../da/README.md) | [Holandês](../nl/README.md) | [Estónio](../et/README.md) | [Finlandês](../fi/README.md) | [Francês](../fr/README.md) | [Alemão](../de/README.md) | [Grego](../el/README.md) | [Hebraico](../he/README.md) | [Hindi](../hi/README.md) | [Húngaro](../hu/README.md) | [Indonésio](../id/README.md) | [Italiano](../it/README.md) | [Japonês](../ja/README.md) | [Kannada](../kn/README.md) | [Coreano](../ko/README.md) | [Lituano](../lt/README.md) | [Malaio](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalês](../ne/README.md) | [Pidgin Nigeriano](../pcm/README.md) | [Norueguês](../no/README.md) | [Persa (Farsi)](../fa/README.md) | [Polaco](../pl/README.md) | [Português (Brasil)](../br/README.md) | [Português (Portugal)](./README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romeno](../ro/README.md) | [Russo](../ru/README.md) | [Sérvio (Cirílico)](../sr/README.md) | [Eslovaco](../sk/README.md) | [Esloveno](../sl/README.md) | [Espanhol](../es/README.md) | [Suaíli](../sw/README.md) | [Sueco](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Tailandês](../th/README.md) | [Turco](../tr/README.md) | [Ucraniano](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamita](../vi/README.md) -## Estrutura do Curso & Caminho de Aprendizagem +## Estrutura do Curso e Percurso de Aprendizagem ### **Capítulo 1: Introdução à IA Generativa** -- **Conceitos Fundamentais**: Compreender Modelos de Linguagem Grandes, tokens, embeddings e capacidades da IA -- **Ecossistema Java AI**: Visão geral dos SDKs Spring AI e OpenAI -- **Protocolo de Contexto do Modelo**: Introdução ao MCP e o seu papel na comunicação de agentes de IA +- **Conceitos Principais**: Compreensão de Modelos de Linguagem de Grande Escala, tokens, embeddings e capacidades de IA +- **Ecossistema de IA em Java**: Visão geral do Spring AI e dos SDKs OpenAI +- **Protocolo de Contexto do Modelo**: Introdução ao MCP e ao seu papel na comunicação de agentes de IA - **Aplicações Práticas**: Cenários do mundo real incluindo chatbots e geração de conteúdo -- **[→ Começar Capítulo 1](./01-IntroToGenAI/README.md)** +- **[→ Iniciar Capítulo 1](./01-IntroToGenAI/README.md)** ### **Capítulo 2: Configuração do Ambiente de Desenvolvimento** -- **Configuração Multi-Provedor**: Configurar GitHub Models, Azure OpenAI e integrações OpenAI Java SDK -- **Spring Boot + Spring AI**: Melhores práticas para desenvolvimento de aplicações empresariais de IA -- **GitHub Models**: Acesso gratuito a modelos de IA para prototipagem e aprendizagem (não requer cartão de crédito) -- **Ferramentas de Desenvolvimento**: Contentores Docker, VS Code e configuração GitHub Codespaces -- **[→ Começar Capítulo 2](./02-SetupDevEnvironment/README.md)** - -### **Capítulo 3: Técnicas Centrais de IA Generativa** -- **Engenharia de Prompt**: Técnicas para respostas ótimas dos modelos de IA -- **Embeddings & Operações Vetoriais**: Implementar pesquisa semântica e correspondência de similaridade -- **Geração Aumentada por Recuperação (RAG)**: Combinar IA com as suas próprias fontes de dados -- **Chamada de Funções**: Expandir capacidades da IA com ferramentas e plugins personalizados -- **[→ Começar Capítulo 3](./03-CoreGenerativeAITechniques/README.md)** - -### **Capítulo 4: Aplicações Práticas & Projetos** -- **Gerador de Histórias de Animais de Estimação** (`petstory/`): Geração criativa de conteúdo com GitHub Models -- **Demonstração Local Foundry** (`foundrylocal/`): Integração local de modelo de IA com OpenAI Java SDK -- **Serviço Calculadora MCP** (`calculator/`): Implementação básica do Protocolo de Contexto do Modelo com Spring AI -- **[→ Começar Capítulo 4](./04-PracticalSamples/README.md)** +- **Configuração Multi-Provedor**: Configure GitHub Models, Azure OpenAI e integrações com o OpenAI Java SDK +- **Spring Boot + Spring AI**: Melhores práticas para desenvolvimento de aplicações de IA em ambiente empresarial +- **GitHub Models**: Acesso gratuito a modelos de IA para prototipagem e aprendizagem (não é necessário cartão de crédito) +- **Ferramentas de Desenvolvimento**: Contentores Docker, VS Code e configuração de GitHub Codespaces +- **[→ Iniciar Capítulo 2](./02-SetupDevEnvironment/README.md)** + +### **Capítulo 3: Técnicas Principais de IA Generativa** +- **Engenharia de Prompts**: Técnicas para obter respostas ótimas dos modelos de IA +- **Embeddings e Operações Vetoriais**: Implementar pesquisa semântica e correspondência por similaridade +- **Geração com Recuperação Aumentada (RAG)**: Combinar IA com as suas próprias fontes de dados +- **Chamada de Funções**: Expandir as capacidades da IA com ferramentas e plugins personalizados +- **[→ Iniciar Capítulo 3](./03-CoreGenerativeAITechniques/README.md)** + +### **Capítulo 4: Aplicações Práticas e Projetos** +- **Pet Story Generator** (`petstory/`): Geração criativa de conteúdo com GitHub Models +- **Foundry Local Demo** (`foundrylocal/`): Integração de modelo de IA local com o OpenAI Java SDK +- **Serviço de Calculadora MCP** (`calculator/`): Implementação básica do Protocolo de Contexto do Modelo com Spring AI +- **[→ Iniciar Capítulo 4](./04-PracticalSamples/README.md)** ### **Capítulo 5: Desenvolvimento Responsável de IA** -- **Segurança dos GitHub Models**: Testar filtragem de conteúdo incorporada e mecanismos de segurança (bloqueios rígidos e recusas suaves) -- **Demonstração de IA Responsável**: Exemplo prático mostrando como funcionam os sistemas modernos de segurança de IA -- **Melhores Práticas**: Diretrizes essenciais para desenvolvimento e implementação ética de IA -- **[→ Começar Capítulo 5](./05-ResponsibleGenAI/README.md)** +- **Segurança dos GitHub Models**: Teste dos filtros de conteúdo incorporados e mecanismos de segurança (bloqueios rígidos e recusas suaves) +- **Demonstração de IA Responsável**: Exemplo prático que mostra como os sistemas de segurança modernos de IA funcionam na prática +- **Melhores Práticas**: Diretrizes essenciais para desenvolvimento e implantação ética de IA +- **[→ Iniciar Capítulo 5](./05-ResponsibleGenAI/README.md)** ## Recursos Adicionais ### LangChain -[![LangChain4j para Iniciantes](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js para Iniciantes](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j para Principiantes](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js para Principiantes](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agentes -[![AZD para Iniciantes](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI para Iniciantes](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP para Iniciantes](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Agentes de IA para Iniciantes](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD para Principiantes](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI para Principiantes](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP para Principiantes](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Agentes de IA para Principiantes](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Série IA Generativa -[![IA Generativa para Iniciantes](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![IA Generativa para Principiantes](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![IA Generativa (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![IA Generativa (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![IA Generativa (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) @@ -103,35 +103,35 @@ CO_OP_TRANSLATOR_METADATA: --- ### Aprendizagem Fundamental -[![ML para Iniciantes](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Ciência de Dados para Iniciantes](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![IA para Iniciantes](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cibersegurança para Iniciantes](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Desenvolvimento Web para Iniciantes](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![ML para Principiantes](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Ciência de Dados para Principiantes](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![IA para Principiantes](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Cibersegurança para Principiantes](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Desenvolvimento Web para Principiantes](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT para Iniciantes](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Desenvolvimento XR para Iniciantes](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Série Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot para Programação Emparelhada com IA](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot para C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Aventura Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Obter Ajuda -Se ficar bloqueado ou tiver alguma dúvida sobre como criar aplicações de IA. Junte-se a outros aprendizes e desenvolvedores experientes em discussões sobre o MCP. É uma comunidade de apoio onde as perguntas são bem-vindas e o conhecimento é partilhado livremente. +Se ficar bloqueado ou tiver alguma dúvida sobre como criar aplicações de IA, junte-se a outros aprendizes e a desenvolvedores experientes nas discussões sobre o MCP. É uma comunidade de apoio onde as perguntas são bem-vindas e o conhecimento é partilhado livremente. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord do Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Se tiver feedback sobre o produto ou erros durante a construção, visite: +Se tiver feedback do produto ou encontrar erros durante a construção, visite: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Fórum de Desenvolvedores Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Aviso Legal**: -Este documento foi traduzido utilizando o serviço de tradução por IA [Co-op Translator](https://github.com/Azure/co-op-translator). Embora nos esforcemos para garantir a precisão, por favor tenha em conta que traduções automáticas podem conter erros ou imprecisões. O documento original na sua língua nativa deve ser considerado a fonte autorizada. Para informações críticas, recomenda-se a tradução profissional humana. Não nos responsabilizamos por quaisquer mal-entendidos ou interpretações erradas decorrentes do uso desta tradução. +**Isenção de responsabilidade**: +Este documento foi traduzido utilizando o serviço de tradução por IA [Co-op Translator](https://github.com/Azure/co-op-translator). Embora nos esforcemos pela exatidão, por favor note que traduções automáticas podem conter erros ou imprecisões. A versão original no seu idioma nativo deve ser considerada a fonte autoritativa. Para informações críticas, recomenda-se tradução humana profissional. Não nos responsabilizamos por quaisquer mal‑entendidos ou interpretações incorretas decorrentes da utilização desta tradução. \ No newline at end of file diff --git a/translations/ro/README.md b/translations/ro/README.md index 60b171d3..8b9e885b 100644 --- a/translations/ro/README.md +++ b/translations/ro/README.md @@ -1,31 +1,31 @@ -# Inteligență Artificială Generativă pentru Începători - Ediția Java -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# Inteligență generativă pentru începători - Ediția Java +[![Discord Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Inteligență Artificială Generativă pentru Începători - Ediția Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ro.png) +![Inteligență generativă pentru începători - Ediția Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ro.png) -**Timp necesar**: Întregul atelier poate fi finalizat online fără configurare locală. Configurarea mediului durează 2 minute, iar explorarea exemplelor necesită 1-3 ore, în funcție de adâncimea explorării. +**Timp necesar**: Întregul atelier poate fi parcurs online fără configurare locală. Configurarea mediului durează 2 minute, iar explorarea exemplelor necesită 1-3 ore în funcție de adâncimea explorării. > **Pornire rapidă** -1. Fă fork la acest depozit în contul tău GitHub -2. Apasă pe **Code** → fila **Codespaces** → **...** → **New with options...** -3. Folosește setările implicite – acestea vor selecta containerul de dezvoltare creat pentru acest curs -4. Apasă pe **Create codespace** -5. Așteaptă ~2 minute pentru ca mediul să fie gata -6. Mergi direct la [Primul exemplu](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. Fork-uiți acest repository în contul vostru GitHub +2. Click pe **Code** → fila **Codespaces** → **...** → **New with options...** +3. Folosiți valorile implicite – acestea vor selecta containerul de dezvoltare creat pentru acest curs +4. Click pe **Create codespace** +5. Așteptați ~2 minute pentru ca mediul să fie gata +6. Accesați direct [Primul exemplu](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) > **Preferi să clonezi local?** > -> Acest depozit include peste 50 de traduceri în limbi diferite, ceea ce crește semnificativ dimensiunea descărcării. Pentru a clona fără traduceri, folosește sparse checkout: +> Acest repository include peste 50 de traduceri, ceea ce crește semnificativ dimensiunea descărcării. Pentru a clona fără traduceri, folosește sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -34,46 +34,46 @@ CO_OP_TRANSLATOR_METADATA: > Acest lucru îți oferă tot ce ai nevoie pentru a finaliza cursul cu o descărcare mult mai rapidă. -## Suport Multilingv +## Suport multilingv -### Suportat prin GitHub Action (Automatizat și Întotdeauna Actualizat) +### Suportat prin GitHub Action (automatizat și întotdeauna actualizat) -[Arabă](../ar/README.md) | [Bengaleză](../bn/README.md) | [Bulgară](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chineză (Simplificată)](../zh/README.md) | [Chineză (Tradițională, Hong Kong)](../hk/README.md) | [Chineză (Tradițională, Macau)](../mo/README.md) | [Chineză (Tradițională, Taiwan)](../tw/README.md) | [Croată](../hr/README.md) | [Cehă](../cs/README.md) | [Daneză](../da/README.md) | [Olandeză](../nl/README.md) | [Estonă](../et/README.md) | [Finlandeză](../fi/README.md) | [Franceză](../fr/README.md) | [Germană](../de/README.md) | [Greacă](../el/README.md) | [Ebraică](../he/README.md) | [Hindi](../hi/README.md) | [Maghiară](../hu/README.md) | [Indoneziană](../id/README.md) | [Italiană](../it/README.md) | [Japoneză](../ja/README.md) | [Kannada](../kn/README.md) | [Coreeană](../ko/README.md) | [Lituaniană](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepaleză](../ne/README.md) | [Pidgin Nigerian](../pcm/README.md) | [Norvegiană](../no/README.md) | [Persană (Farsi)](../fa/README.md) | [Poloneză](../pl/README.md) | [Portugheză (Brazilia)](../br/README.md) | [Portugheză (Portugalia)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Română](./README.md) | [Rusă](../ru/README.md) | [Sârbă (Chirilică)](../sr/README.md) | [Slovacă](../sk/README.md) | [Slovenă](../sl/README.md) | [Spaniolă](../es/README.md) | [Swahili](../sw/README.md) | [Suedeză](../sv/README.md) | [Tagalog (Filipineză)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thailandeză](../th/README.md) | [Turcă](../tr/README.md) | [Ucraineană](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnameză](../vi/README.md) +[Arabă](../ar/README.md) | [Bengaleză](../bn/README.md) | [Bulgară](../bg/README.md) | [Birmană (Myanmar)](../my/README.md) | [Chineză (Simplificată)](../zh/README.md) | [Chineză (Tradițională, Hong Kong)](../hk/README.md) | [Chineză (Tradițională, Macao)](../mo/README.md) | [Chineză (Tradițională, Taiwan)](../tw/README.md) | [Croată](../hr/README.md) | [Cehă](../cs/README.md) | [Daneză](../da/README.md) | [Olandeză](../nl/README.md) | [Estonă](../et/README.md) | [Finlandeză](../fi/README.md) | [Franceză](../fr/README.md) | [Germană](../de/README.md) | [Greacă](../el/README.md) | [Ebraică](../he/README.md) | [Hindi](../hi/README.md) | [Maghiară](../hu/README.md) | [Indoneziană](../id/README.md) | [Italiană](../it/README.md) | [Japoneză](../ja/README.md) | [Kannada](../kn/README.md) | [Coreeană](../ko/README.md) | [Lituaniană](../lt/README.md) | [Malaieză](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepaleză](../ne/README.md) | [Pidgin nigerian](../pcm/README.md) | [Norvegiană](../no/README.md) | [Persană (Farsi)](../fa/README.md) | [Poloneză](../pl/README.md) | [Portugheză (Brazilia)](../br/README.md) | [Portugheză (Portugalia)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Română](./README.md) | [Rusă](../ru/README.md) | [Sârbă (Chirilică)](../sr/README.md) | [Slovacă](../sk/README.md) | [Slovenă](../sl/README.md) | [Spaniolă](../es/README.md) | [Swahili](../sw/README.md) | [Suedeză](../sv/README.md) | [Tagalog (Filipineză)](../tl/README.md) | [Tamilă](../ta/README.md) | [Telugu](../te/README.md) | [Thailandeză](../th/README.md) | [Turcă](../tr/README.md) | [Ucraineană](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnameză](../vi/README.md) -## Structura Cursului & Parcursul de Învățare +## Structura cursului și parcursul de învățare -### **Capitolul 1: Introducere în Inteligența Artificială Generativă** -- **Concepte de bază**: Înțelegerea modelelor mari de limbaj, token-urilor, embedding-urilor și capabilităților AI -- **Ecosistemul AI Java**: Prezentare generală a SDK-urilor Spring AI și OpenAI -- **Protocolul Contextului Modelului**: Introducere în MCP și rolul său în comunicarea agenților AI +### **Capitolul 1: Introducere în Inteligența Generativă** +- **Concepte de bază**: Înțelegerea modelelor mari de limbaj, tokenilor, embedding-urilor și capabilităților AI +- **Ecosistem AI Java**: Prezentare generală a Spring AI și a SDK-urilor OpenAI +- **Protocolul de Context al Modelului**: Introducere în MCP și rolul său în comunicarea agenților AI - **Aplicații practice**: Scenarii din lumea reală, inclusiv chatboți și generare de conținut - **[→ Începe Capitolul 1](./01-IntroToGenAI/README.md)** -### **Capitolul 2: Configurarea Mediului de Dezvoltare** -- **Configurare multi-provider**: Setarea integrărilor GitHub Models, Azure OpenAI și OpenAI Java SDK -- **Spring Boot + Spring AI**: Cele mai bune practici pentru dezvoltarea aplicațiilor AI enterprise +### **Capitolul 2: Configurarea mediului de dezvoltare** +- **Configurație multi-provider**: Configurați GitHub Models, Azure OpenAI și integrări cu OpenAI Java SDK +- **Spring Boot + Spring AI**: Cele mai bune practici pentru dezvoltarea aplicațiilor AI în mediul enterprise - **GitHub Models**: Acces gratuit la modele AI pentru prototipare și învățare (fără card de credit) - **Unelte de dezvoltare**: Containere Docker, VS Code și configurarea GitHub Codespaces - **[→ Începe Capitolul 2](./02-SetupDevEnvironment/README.md)** -### **Capitolul 3: Tehnici de bază în Inteligența Artificială Generativă** -- **Ingineria prompturilor**: Tehnici pentru răspunsuri optime ale modelelor AI -- **Embedding-uri & operații vectoriale**: Implementarea căutării semantice și potrivirii similitudinii -- **Generare augmentată prin recuperare (RAG)**: Combină AI cu propriile surse de date -- **Apelarea funcțiilor**: Extinde capabilitățile AI cu unelte și plugin-uri personalizate +### **Capitolul 3: Tehnici esențiale de Inteligență Generativă** +- **Ingineria prompt-urilor**: Tehnici pentru răspunsuri optime ale modelelor AI +- **Embedding-uri și operații pe vectori**: Implementați căutare semantică și potrivire prin similaritate +- **Retrieval-Augmented Generation (RAG)**: Combinați AI cu sursele voastre de date +- **Function Calling**: Extindeți capabilitățile AI cu unelte și plugin-uri personalizate - **[→ Începe Capitolul 3](./03-CoreGenerativeAITechniques/README.md)** ### **Capitolul 4: Aplicații practice & Proiecte** -- **Generator de povești cu animale de companie** (`petstory/`): Generare creativă de conținut cu GitHub Models +- **Generator de povești pentru animale de companie** (`petstory/`): Generare creativă de conținut cu GitHub Models - **Demo local Foundry** (`foundrylocal/`): Integrare locală a modelului AI cu OpenAI Java SDK -- **Serviciu calculator MCP** (`calculator/`): Implementare de bază a Protocolului Contextului Modelului cu Spring AI +- **Serviciu calculator MCP** (`calculator/`): Implementare de bază a Model Context Protocol cu Spring AI - **[→ Începe Capitolul 4](./04-PracticalSamples/README.md)** -### **Capitolul 5: Dezvoltare responsabilă a AI** -- **Siguranța GitHub Models**: Testarea filtrării conținutului încorporate și a mecanismelor de siguranță (blocări dure și refuzuri blânde) -- **Demo AI responsabil**: Exemplu practic care arată cum funcționează sistemele moderne de siguranță AI +### **Capitolul 5: Dezvoltare AI responsabilă** +- **Siguranța modelelor GitHub**: Testați filtrarea de conținut încorporată și mecanismele de siguranță (blocări ferme și refuzuri blânde) +- **Demonstrație AI responsabilă**: Exemplu practic care arată cum funcționează sistemele moderne de siguranță AI în practică - **Cele mai bune practici**: Ghiduri esențiale pentru dezvoltarea și implementarea etică a AI - **[→ Începe Capitolul 5](./05-ResponsibleGenAI/README.md)** @@ -81,57 +81,59 @@ CO_OP_TRANSLATOR_METADATA: ### LangChain -[![LangChain4j pentru Începători](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js pentru Începători](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j pentru începători](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js pentru începători](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agenți -[![AZD pentru Începători](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI pentru Începători](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP pentru Începători](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Agenți AI pentru Începători](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD pentru începători](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI pentru începători](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP pentru începători](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Agenți AI pentru începători](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Seria Inteligență Artificială Generativă -[![Inteligență Artificială Generativă pentru Începători](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Inteligență Artificială Generativă (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Inteligență Artificială Generativă (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Inteligență Artificială Generativă (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Seria Inteligență Generativă +[![Inteligență generativă pentru începători](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Inteligență generativă (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Inteligență generativă (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Inteligență generativă (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Învățare de bază -[![ML pentru Începători](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science pentru Începători](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI pentru Începători](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Securitate cibernetică pentru Începători](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Dezvoltare web pentru Începători](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +### Învățare esențială +[![ML pentru începători](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science pentru începători](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI pentru începători](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Securitate cibernetică pentru începători](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web Dev pentru începători](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) [![IoT pentru Începători](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) [![Dezvoltare XR pentru Începători](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Seria Copilot -[![Copilot pentru Programare Asistată de AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot pentru programare în pereche cu AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot pentru C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Aventura Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Obținerea Ajutorului +## Obțineți ajutor -Dacă întâmpini dificultăți sau ai întrebări despre construirea aplicațiilor AI. Alătură-te altor cursanți și dezvoltatori experimentați în discuții despre MCP. Este o comunitate de sprijin unde întrebările sunt binevenite și cunoștințele sunt împărtășite liber. +Dacă te blochezi sau ai întrebări despre crearea aplicațiilor AI. +Alătură-te celorlalți cursanți și dezvoltatori cu experiență în discuțiile despre MCP. +Este o comunitate de sprijin unde întrebările sunt binevenite și cunoștințele sunt împărtășite liber. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry pe Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Dacă ai feedback despre produs sau erori în timpul construirii, vizitează: +Dacă ai feedback despre produs sau întâmpini erori în timpul dezvoltării vizitează: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Forumul dezvoltatorilor Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Declinare de responsabilitate**: -Acest document a fost tradus folosind serviciul de traducere AI [Co-op Translator](https://github.com/Azure/co-op-translator). Deși ne străduim pentru acuratețe, vă rugăm să rețineți că traducerile automate pot conține erori sau inexactități. Documentul original în limba sa nativă trebuie considerat sursa autorizată. Pentru informații critice, se recomandă traducerea profesională realizată de un specialist uman. Nu ne asumăm răspunderea pentru eventualele neînțelegeri sau interpretări greșite rezultate din utilizarea acestei traduceri. +**Declinare de responsabilitate**: +Acest document a fost tradus folosind serviciul de traducere AI [Co-op Translator](https://github.com/Azure/co-op-translator). Deși ne străduim pentru acuratețe, vă rugăm să rețineți că traducerile automate pot conține erori sau inexactități. Documentul original, în limba sa nativă, trebuie considerat sursa oficială. Pentru informații critice, se recomandă o traducere profesională realizată de un traducător uman. Nu ne asumăm responsabilitatea pentru eventualele neînțelegeri sau interpretări greșite rezultate din utilizarea acestei traduceri. \ No newline at end of file diff --git a/translations/ru/README.md b/translations/ru/README.md index 9cd12963..d81631a0 100644 --- a/translations/ru/README.md +++ b/translations/ru/README.md @@ -1,27 +1,27 @@ -# Генеративный ИИ для начинающих - версия на Java +# Генеративный ИИ для начинающих — Java-версия [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Генеративный ИИ для начинающих - версия на Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ru.png) +![Генеративный ИИ для начинающих - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ru.png) -**Время на выполнение**: Весь воркшоп можно пройти онлайн без локальной настройки. Настройка окружения занимает 2 минуты, изучение примеров — от 1 до 3 часов в зависимости от глубины изучения. +**Требуемое время**: Весь воркшоп можно пройти онлайн без локальной настройки. Настройка окружения занимает 2 минуты, изучение примеров требует 1–3 часов в зависимости от глубины изучения. > **Быстрый старт** 1. Форкните этот репозиторий в свой аккаунт GitHub -2. Нажмите **Code** → вкладка **Codespaces** → **...** → **New with options...** -3. Используйте настройки по умолчанию – будет выбран контейнер разработки, созданный для этого курса +2. Нажмите **Code** → вкладку **Codespaces** → **...** → **New with options...** +3. Используйте значения по умолчанию — это выберет контейнер разработки, созданный для этого курса 4. Нажмите **Create codespace** -5. Подождите около 2 минут, пока окружение будет готово -6. Перейдите сразу к [первому примеру](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. Подождите ~2 минуты, пока окружение не будет готово +6. Перейдите прямо к [→ Начать главу 1](./01-IntroToGenAI/README.md#step-2-create-a-github-personal-access-token) > **Предпочитаете клонировать локально?** > @@ -31,107 +31,108 @@ CO_OP_TRANSLATOR_METADATA: > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Это даст вам всё необходимое для прохождения курса с гораздо более быстрой загрузкой. +> Это даст вам все необходимые файлы для прохождения курса с гораздо более быстрой загрузкой. ## Поддержка нескольких языков -### Поддерживается через GitHub Action (автоматически и всегда актуально) +### Поддерживается через GitHub Action (автоматизировано и всегда актуально) -[Арабский](../ar/README.md) | [Бенгальский](../bn/README.md) | [Болгарский](../bg/README.md) | [Бирманский (Мьянма)](../my/README.md) | [Китайский (упрощённый)](../zh/README.md) | [Китайский (традиционный, Гонконг)](../hk/README.md) | [Китайский (традиционный, Макао)](../mo/README.md) | [Китайский (традиционный, Тайвань)](../tw/README.md) | [Хорватский](../hr/README.md) | [Чешский](../cs/README.md) | [Датский](../da/README.md) | [Нидерландский](../nl/README.md) | [Эстонский](../et/README.md) | [Финский](../fi/README.md) | [Французский](../fr/README.md) | [Немецкий](../de/README.md) | [Греческий](../el/README.md) | [Иврит](../he/README.md) | [Хинди](../hi/README.md) | [Венгерский](../hu/README.md) | [Индонезийский](../id/README.md) | [Итальянский](../it/README.md) | [Японский](../ja/README.md) | [Каннада](../kn/README.md) | [Корейский](../ko/README.md) | [Литовский](../lt/README.md) | [Малайский](../ms/README.md) | [Малаялам](../ml/README.md) | [Маратхи](../mr/README.md) | [Непальский](../ne/README.md) | [Нигерийский пиджин](../pcm/README.md) | [Норвежский](../no/README.md) | [Персидский (фарси)](../fa/README.md) | [Польский](../pl/README.md) | [Португальский (Бразилия)](../br/README.md) | [Португальский (Португалия)](../pt/README.md) | [Пенджаби (гурмукхи)](../pa/README.md) | [Румынский](../ro/README.md) | [Русский](./README.md) | [Сербский (кириллица)](../sr/README.md) | [Словацкий](../sk/README.md) | [Словенский](../sl/README.md) | [Испанский](../es/README.md) | [Суахили](../sw/README.md) | [Шведский](../sv/README.md) | [Тагальский (филиппинский)](../tl/README.md) | [Тамильский](../ta/README.md) | [Телугу](../te/README.md) | [Тайский](../th/README.md) | [Турецкий](../tr/README.md) | [Украинский](../uk/README.md) | [Урду](../ur/README.md) | [Вьетнамский](../vi/README.md) +[Арабский](../ar/README.md) | [Бенгальский](../bn/README.md) | [Болгарский](../bg/README.md) | [Бирманский (Мьянма)](../my/README.md) | [Китайский (упрощенный)](../zh/README.md) | [Китайский (традиционный, Гонконг)](../hk/README.md) | [Китайский (традиционный, Макао)](../mo/README.md) | [Китайский (традиционный, Тайвань)](../tw/README.md) | [Хорватский](../hr/README.md) | [Чешский](../cs/README.md) | [Датский](../da/README.md) | [Нидерландский](../nl/README.md) | [Эстонский](../et/README.md) | [Финский](../fi/README.md) | [Французский](../fr/README.md) | [Немецкий](../de/README.md) | [Греческий](../el/README.md) | [Иврит](../he/README.md) | [Хинди](../hi/README.md) | [Венгерский](../hu/README.md) | [Индонезийский](../id/README.md) | [Итальянский](../it/README.md) | [Японский](../ja/README.md) | [Каннада](../kn/README.md) | [Корейский](../ko/README.md) | [Литовский](../lt/README.md) | [Малайский](../ms/README.md) | [Малаялам](../ml/README.md) | [Марати](../mr/README.md) | [Непальский](../ne/README.md) | [Нигерийский пиджин](../pcm/README.md) | [Норвежский](../no/README.md) | [Персидский (фарси)](../fa/README.md) | [Польский](../pl/README.md) | [Португальский (Бразилия)](../br/README.md) | [Португальский (Португалия)](../pt/README.md) | [Пенджаби (гурмухи)](../pa/README.md) | [Румынский](../ro/README.md) | [Русский](./README.md) | [Сербский (кириллица)](../sr/README.md) | [Словацкий](../sk/README.md) | [Словенский](../sl/README.md) | [Испанский](../es/README.md) | [Свахили](../sw/README.md) | [Шведский](../sv/README.md) | [Тагальский (филиппинский)](../tl/README.md) | [Тамильский](../ta/README.md) | [Телугу](../te/README.md) | [Тайский](../th/README.md) | [Турецкий](../tr/README.md) | [Украинский](../uk/README.md) | [Урду](../ur/README.md) | [Вьетнамский](../vi/README.md) ## Структура курса и путь обучения ### **Глава 1: Введение в генеративный ИИ** -- **Основные понятия**: понимание больших языковых моделей, токенов, эмбеддингов и возможностей ИИ -- **Экосистема Java AI**: обзор Spring AI и OpenAI SDK -- **Протокол контекста модели**: введение в MCP и его роль в коммуникации ИИ-агентов -- **Практические применения**: реальные сценарии, включая чат-ботов и генерацию контента +- **Основные концепции**: Понимание больших языковых моделей, токенов, эмбеддингов и возможностей ИИ +- **AI-экосистема Java**: Обзор Spring AI и OpenAI SDK +- **Протокол контекста модели**: Введение в MCP и его роль в коммуникации агентов ИИ +- **Практические применения**: Реальные сценарии, включая чат-ботов и генерацию контента - **[→ Начать главу 1](./01-IntroToGenAI/README.md)** ### **Глава 2: Настройка среды разработки** -- **Конфигурация нескольких провайдеров**: настройка GitHub Models, Azure OpenAI и OpenAI Java SDK -- **Spring Boot + Spring AI**: лучшие практики разработки корпоративных AI-приложений -- **GitHub Models**: бесплатный доступ к AI-моделям для прототипирования и обучения (без необходимости кредитной карты) -- **Инструменты разработки**: Docker-контейнеры, VS Code и настройка GitHub Codespaces +- **Конфигурация нескольких провайдеров**: Настройка GitHub Models, Azure OpenAI и интеграции OpenAI Java SDK +- **Spring Boot + Spring AI**: Лучшие практики разработки корпоративных AI-приложений +- **GitHub Models**: Бесплатный доступ к моделям ИИ для прототипирования и обучения (не требуется кредитная карта) +- **Инструменты разработки**: Docker-контейнеры, VS Code и конфигурация GitHub Codespaces - **[→ Начать главу 2](./02-SetupDevEnvironment/README.md)** -### **Глава 3: Основные техники генеративного ИИ** -- **Инжиниринг подсказок**: техники для оптимальных ответов AI-моделей -- **Эмбеддинги и векторные операции**: реализация семантического поиска и сопоставления по сходству -- **Retrieval-Augmented Generation (RAG)**: сочетание ИИ с вашими собственными источниками данных -- **Вызов функций**: расширение возможностей ИИ с помощью пользовательских инструментов и плагинов +### **Глава 3: Основные методы генеративного ИИ** +- **Инжиниринг подсказок**: Приёмы для получения оптимальных ответов от моделей ИИ +- **Эмбеддинги и операции над векторами**: Реализация семантического поиска и сопоставления по сходству +- **Retrieval-Augmented Generation (RAG)**: Совмещение ИИ с вашими источниками данных +- **Вызов функций**: Расширение возможностей ИИ с помощью пользовательских инструментов и плагинов - **[→ Начать главу 3](./03-CoreGenerativeAITechniques/README.md)** ### **Глава 4: Практические приложения и проекты** -- **Генератор историй о питомцах** (`petstory/`): творческая генерация контента с GitHub Models -- **Локальная демонстрация Foundry** (`foundrylocal/`): интеграция локальной AI-модели с OpenAI Java SDK -- **Сервис калькулятора MCP** (`calculator/`): базовая реализация протокола контекста модели с Spring AI +- **Генератор рассказов о питомцах** (`petstory/`): Создание творческого контента с использованием GitHub Models +- **Локальная демонстрация Foundry** (`foundrylocal/`): Локальная интеграция моделей ИИ с OpenAI Java SDK +- **Сервис калькулятора MCP** (`calculator/`): Базовая реализация Model Context Protocol с Spring AI - **[→ Начать главу 4](./04-PracticalSamples/README.md)** ### **Глава 5: Ответственная разработка ИИ** -- **Безопасность GitHub Models**: тестирование встроенной фильтрации контента и механизмов безопасности (жёсткие блокировки и мягкие отказы) -- **Демонстрация ответственного ИИ**: практический пример работы современных систем безопасности ИИ -- **Лучшие практики**: основные рекомендации по этичной разработке и внедрению ИИ +- **Безопасность GitHub Models**: Тестирование встроенной фильтрации контента и механизмов безопасности (жёсткие блокировки и мягкие отказы) +- **Демонстрация ответственного ИИ**: Практический пример, показывающий работу современных систем безопасности ИИ +- **Лучшие практики**: Важные руководящие принципы для этичной разработки и развертывания ИИ - **[→ Начать главу 5](./05-ResponsibleGenAI/README.md)** ## Дополнительные ресурсы ### LangChain -[![LangChain4j для начинающих](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js для начинающих](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Агенты -[![AZD для начинающих](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI для начинающих](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP для начинающих](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI агенты для начинающих](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Серия по генеративному ИИ -[![Генеративный ИИ для начинающих](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Генеративный ИИ (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Генеративный ИИ (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Генеративный ИИ (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Серия генеративного ИИ +[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Основы обучения -[![Машинное обучение для начинающих](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science для начинающих](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![ИИ для начинающих](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Кибербезопасность для начинающих](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Веб-разработка для начинающих](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### Базовое обучение +[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + +[![IoT для начинающих](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR-разработка для начинающих](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Серия Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot для совместного программирования с ИИ](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot для C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Приключение Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Получение помощи -Если вы застряли или у вас есть вопросы по созданию AI-приложений. Присоединяйтесь к другим учащимся и опытным разработчикам в обсуждениях MCP. Это поддерживающее сообщество, где вопросы приветствуются, а знания свободно делятся. +Если вы застряли или у вас есть вопросы по созданию ИИ-приложений. Присоединяйтесь к другим учащимся и опытным разработчикам в обсуждениях по MCP. Это поддерживающее сообщество, где вопросы приветствуются, а знания охотно делятся. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry в Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Если у вас есть отзывы о продукте или ошибки при разработке, посетите: +Если у вас есть отзывы о продукте или вы столкнулись с ошибками во время разработки, посетите: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Форум разработчиков Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Отказ от ответственности**: -Этот документ был переведен с помощью сервиса автоматического перевода [Co-op Translator](https://github.com/Azure/co-op-translator). Несмотря на наши усилия по обеспечению точности, имейте в виду, что автоматический перевод может содержать ошибки или неточности. Оригинальный документ на его исходном языке следует считать авторитетным источником. Для получения критически важной информации рекомендуется обращаться к профессиональному переводу, выполненному человеком. Мы не несем ответственности за любые недоразумения или неправильные толкования, возникшие в результате использования данного перевода. +Отказ от ответственности: +Этот документ был переведен с помощью сервиса машинного перевода [Co-op Translator](https://github.com/Azure/co-op-translator). Хотя мы стремимся к точности, имейте в виду, что автоматические переводы могут содержать ошибки или неточности. Оригинальный документ на его исходном языке следует считать авторитетным источником. Для критически важной информации рекомендуется профессиональный перевод, выполненный человеком. Мы не несем ответственности за любые недоразумения или неверные толкования, возникшие в результате использования этого перевода. \ No newline at end of file diff --git a/translations/sk/README.md b/translations/sk/README.md index 71f0dce3..0c1b22d6 100644 --- a/translations/sk/README.md +++ b/translations/sk/README.md @@ -1,45 +1,45 @@ -# Generatívna AI pre začiatočníkov - Java edícia +# Generatívna AI pre začiatočníkov - Java vydanie [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generatívna AI pre začiatočníkov - Java edícia](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sk.png) +![Generatívna AI pre začiatočníkov - Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sk.png) -**Časová náročnosť**: Celý workshop je možné absolvovať online bez lokálnej inštalácie. Nastavenie prostredia trvá 2 minúty, preskúmanie príkladov vyžaduje 1-3 hodiny v závislosti od hĺbky skúmania. +**Časová náročnosť**: Celý workshop je možné dokončiť online bez lokálnej inštalácie. Nastavenie prostredia trvá 2 minúty, preskúmanie ukážok si vyžaduje 1–3 hodiny v závislosti od hĺbky skúmania. > **Rýchly štart** -1. Vytvorte fork tohto repozitára na svoj GitHub účet +1. Forknite tento repozitár do vášho účtu na GitHub 2. Kliknite na **Code** → záložka **Codespaces** → **...** → **New with options...** -3. Použite predvolené nastavenia – vyberie sa vývojový kontajner vytvorený pre tento kurz +3. Použite predvolené nastavenia – tým sa vyberie vývojový kontajner vytvorený pre tento kurz 4. Kliknite na **Create codespace** 5. Počkajte približne 2 minúty, kým bude prostredie pripravené 6. Prejdite priamo na [Prvý príklad](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Radšej klonovať lokálne?** +> **Preferujete klonovanie lokálne?** > -> Tento repozitár obsahuje viac ako 50 jazykových prekladov, čo výrazne zväčšuje veľkosť sťahovania. Ak chcete klonovať bez prekladov, použite sparse checkout: +> Tento repozitár obsahuje viac ako 50 jazykových prekladov, čo výrazne zvyšuje veľkosť sťahovania. Ak chcete klonovať bez prekladov, použite sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Toto vám poskytne všetko potrebné na dokončenie kurzu s oveľa rýchlejším sťahovaním. +> Toto vám poskytne všetko, čo potrebujete na dokončenie kurzu s oveľa rýchlejším sťahovaním. ## Podpora viacerých jazykov -### Podporované cez GitHub Action (automatizované a vždy aktuálne) +### Podporované pomocou GitHub Action (automatizované a vždy aktuálne) -[Arabčina](../ar/README.md) | [Bengálčina](../bn/README.md) | [Bulharčina](../bg/README.md) | [Barmčina (Myanmar)](../my/README.md) | [Čínština (zjednodušená)](../zh/README.md) | [Čínština (tradičná, Hong Kong)](../hk/README.md) | [Čínština (tradičná, Macau)](../mo/README.md) | [Čínština (tradičná, Taiwan)](../tw/README.md) | [Chorvátčina](../hr/README.md) | [Čeština](../cs/README.md) | [Dánčina](../da/README.md) | [Holandčina](../nl/README.md) | [Estónčina](../et/README.md) | [Fínčina](../fi/README.md) | [Francúzština](../fr/README.md) | [Nemčina](../de/README.md) | [Gréčtina](../el/README.md) | [Hebrejčina](../he/README.md) | [Hindčina](../hi/README.md) | [Maďarčina](../hu/README.md) | [Indonézština](../id/README.md) | [Taliančina](../it/README.md) | [Japončina](../ja/README.md) | [Kannadčina](../kn/README.md) | [Kórejčina](../ko/README.md) | [Litovčina](../lt/README.md) | [Malajčina](../ms/README.md) | [Malajálamčina](../ml/README.md) | [Maráthčina](../mr/README.md) | [Nepálčina](../ne/README.md) | [Nigérijský pidžin](../pcm/README.md) | [Nórčina](../no/README.md) | [Perzština (Farsi)](../fa/README.md) | [Poľština](../pl/README.md) | [Portugalčina (Brazília)](../br/README.md) | [Portugalčina (Portugalsko)](../pt/README.md) | [Pandžábčina (Gurmukhi)](../pa/README.md) | [Rumunčina](../ro/README.md) | [Ruština](../ru/README.md) | [Srbčina (cyrilika)](../sr/README.md) | [Slovenčina](./README.md) | [Slovinčina](../sl/README.md) | [Španielčina](../es/README.md) | [Svahilčina](../sw/README.md) | [Švédčina](../sv/README.md) | [Tagalog (Filipínčina)](../tl/README.md) | [Tamilčina](../ta/README.md) | [Telugčina](../te/README.md) | [Thajčina](../th/README.md) | [Turečtina](../tr/README.md) | [Ukrajinčina](../uk/README.md) | [Urdčina](../ur/README.md) | [Vietnamčina](../vi/README.md) +[Arabčina](../ar/README.md) | [Bengálčina](../bn/README.md) | [Bulharčina](../bg/README.md) | [Barmský (Mjanmarsko)](../my/README.md) | [Čínština (zjednodušená)](../zh/README.md) | [Čínština (tradičná, Hongkong)](../hk/README.md) | [Čínština (tradičná, Macao)](../mo/README.md) | [Čínština (tradičná, Taiwan)](../tw/README.md) | [Chorvátčina](../hr/README.md) | [Čeština](../cs/README.md) | [Dánčina](../da/README.md) | [Nizozemčina](../nl/README.md) | [Estónčina](../et/README.md) | [Fínčina](../fi/README.md) | [Francúzština](../fr/README.md) | [Nemčina](../de/README.md) | [Gréčtina](../el/README.md) | [Hebrejčina](../he/README.md) | [Hindčina](../hi/README.md) | [Maďarčina](../hu/README.md) | [Indonézština](../id/README.md) | [Taliančina](../it/README.md) | [Japončina](../ja/README.md) | [Kannadčina](../kn/README.md) | [Kórejčina](../ko/README.md) | [Litovčina](../lt/README.md) | [Malajčina](../ms/README.md) | [Malajálamčina](../ml/README.md) | [Maráthčina](../mr/README.md) | [Nepálčina](../ne/README.md) | [Nigerijský pidžin](../pcm/README.md) | [Norština](../no/README.md) | [Perzština (fársí)](../fa/README.md) | [Poľština](../pl/README.md) | [Portugalčina (Brazília)](../br/README.md) | [Portugalčina (Portugalsko)](../pt/README.md) | [Pandžábčina (Gurmukhi)](../pa/README.md) | [Rumunčina](../ro/README.md) | [Ruština](../ru/README.md) | [Srbčina (cyrilika)](../sr/README.md) | [Slovenčina](./README.md) | [Slovinčina](../sl/README.md) | [Španielčina](../es/README.md) | [Svahilčina](../sw/README.md) | [Švédčina](../sv/README.md) | [Tagalog (Filipínčina)](../tl/README.md) | [Tamilčina](../ta/README.md) | [Telugčina](../te/README.md) | [Thajčina](../th/README.md) | [Turečtina](../tr/README.md) | [Ukrajinčina](../uk/README.md) | [Urdčina](../ur/README.md) | [Vietnamčina](../vi/README.md) ## Štruktúra kurzu a učebná cesta @@ -47,37 +47,37 @@ CO_OP_TRANSLATOR_METADATA: ### **Kapitola 1: Úvod do generatívnej AI** - **Základné koncepty**: Pochopenie veľkých jazykových modelov, tokenov, embeddingov a schopností AI - **Java AI ekosystém**: Prehľad Spring AI a OpenAI SDK -- **Protokol kontextu modelu**: Úvod do MCP a jeho úloha v komunikácii AI agentov -- **Praktické aplikácie**: Reálne scenáre vrátane chatbotov a generovania obsahu -- **[→ Začať kapitolu 1](./01-IntroToGenAI/README.md)** +- **Model Context Protocol**: Úvod do MCP a jeho úloha v komunikácii AI agentov +- **Praktické použitia**: Reálne scenáre vrátane chatbotov a generovania obsahu +- **[→ Spustiť kapitolu 1](./01-IntroToGenAI/README.md)** ### **Kapitola 2: Nastavenie vývojového prostredia** -- **Konfigurácia viacerých poskytovateľov**: Nastavenie GitHub Models, Azure OpenAI a OpenAI Java SDK integrácií +- **Konfigurácia viacerých poskytovateľov**: Nastavenie GitHub Models, Azure OpenAI a integrácií OpenAI Java SDK - **Spring Boot + Spring AI**: Najlepšie postupy pre vývoj podnikových AI aplikácií -- **GitHub Models**: Bezplatný prístup k AI modelom na prototypovanie a učenie (nie je potrebná kreditná karta) -- **Vývojové nástroje**: Docker kontajnery, VS Code a konfigurácia GitHub Codespaces -- **[→ Začať kapitolu 2](./02-SetupDevEnvironment/README.md)** +- **GitHub Models**: Bezplatný prístup k AI modelom pre prototypovanie a učenie (nie je potrebná kreditná karta) +- **Nástroje pre vývoj**: Docker kontajnery, VS Code a konfigurácia GitHub Codespaces +- **[→ Spustiť kapitolu 2](./02-SetupDevEnvironment/README.md)** ### **Kapitola 3: Základné techniky generatívnej AI** -- **Prompt engineering**: Techniky pre optimálne odpovede AI modelov -- **Embeddingy a vektorové operácie**: Implementácia sémantického vyhľadávania a porovnávania podobnosti -- **Retrieval-Augmented Generation (RAG)**: Kombinácia AI s vlastnými dátovými zdrojmi -- **Volanie funkcií**: Rozšírenie schopností AI pomocou vlastných nástrojov a pluginov -- **[→ Začať kapitolu 3](./03-CoreGenerativeAITechniques/README.md)** +- **Prompt engineering**: Techniky pre optimálne odpovede modelov AI +- **Embeddingy a vektorové operácie**: Implementácia semantického vyhľadávania a porovnávania podobnosti +- **Retrieval-Augmented Generation (RAG)**: Kombinovanie AI s vlastnými zdrojmi dát +- **Volanie funkcií**: Rozšírenie možností AI pomocou vlastných nástrojov a pluginov +- **[→ Spustiť kapitolu 3](./03-CoreGenerativeAITechniques/README.md)** ### **Kapitola 4: Praktické aplikácie a projekty** -- **Generátor príbehov o domácich miláčikoch** (`petstory/`): Kreatívne generovanie obsahu s GitHub Models -- **Foundry lokálna demo** (`foundrylocal/`): Lokálna integrácia AI modelu s OpenAI Java SDK +- **Generátor príbehov o domácich zvieratách** (`petstory/`): Kreatívne generovanie obsahu s GitHub Models +- **Foundry lokálna ukážka** (`foundrylocal/`): Integrácia lokálneho AI modelu s OpenAI Java SDK - **MCP kalkulačná služba** (`calculator/`): Základná implementácia Model Context Protocol so Spring AI -- **[→ Začať kapitolu 4](./04-PracticalSamples/README.md)** +- **[→ Spustiť kapitolu 4](./04-PracticalSamples/README.md)** ### **Kapitola 5: Zodpovedný vývoj AI** -- **Bezpečnosť GitHub Models**: Testovanie vstavaného filtrovania obsahu a bezpečnostných mechanizmov (tvrdé bloky a mäkké odmietnutia) -- **Demo zodpovednej AI**: Praktický príklad ukazujúci, ako fungujú moderné bezpečnostné systémy AI -- **Najlepšie postupy**: Základné usmernenia pre etický vývoj a nasadenie AI -- **[→ Začať kapitolu 5](./05-ResponsibleGenAI/README.md)** +- **Bezpečnosť GitHub Models**: Otestujte vstavané filtrovanie obsahu a bezpečnostné mechanizmy (tvrdé blokovanie a mäkké odmietnutia) +- **Demo zodpovednej AI**: Praktický príklad ukazujúci, ako moderné bezpečnostné systémy AI fungujú v praxi +- **Najlepšie postupy**: Zásadné smernice pre etický vývoj a nasadzovanie AI +- **[→ Spustiť kapitolu 5](./05-ResponsibleGenAI/README.md)** -## Ďalšie zdroje +## Dodatočné zdroje ### LangChain @@ -90,7 +90,7 @@ CO_OP_TRANSLATOR_METADATA: [![AZD pre začiatočníkov](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI pre začiatočníkov](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP pre začiatočníkov](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agenti pre začiatočníkov](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents pre začiatočníkov](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- @@ -102,36 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### Základné učenie -[![ML pre začiatočníkov](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science pre začiatočníkov](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +### Základné kurzy +[![Strojové učenie pre začiatočníkov](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Dátová veda pre začiatočníkov](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI pre začiatočníkov](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Kyberbezpečnosť pre začiatočníkov](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Webový vývoj pre začiatočníkov](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT pre začiatočníkov](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Vývoj XR pre začiatočníkov](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Séria Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot pre AI párové programovanie](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot pre C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Dobrodružstvo Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Získanie pomoci -Ak sa zaseknete alebo máte otázky ohľadom tvorby AI aplikácií, pripojte sa k ostatným študentom a skúseným vývojárom v diskusiách o MCP. Je to podporná komunita, kde sú otázky vítané a vedomosti sa zdieľajú slobodne. +Ak sa zaseknete alebo máte otázky ohľadom tvorby AI aplikácií. Pridajte sa k ostatným študentom a skúseným vývojárom do diskusií o MCP. Je to podporná komunita, kde sú otázky vítané a poznatky sa medzi členmi voľne zdieľajú. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Ak máte spätnú väzbu k produktu alebo narazíte na chyby počas vývoja, navštívte: +Ak máte pripomienky k produktu alebo počas vývoja narazíte na chyby, navštívte: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Fórum vývojárov Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Zrieknutie sa zodpovednosti**: -Tento dokument bol preložený pomocou AI prekladateľskej služby [Co-op Translator](https://github.com/Azure/co-op-translator). Aj keď sa snažíme o presnosť, prosím, majte na pamäti, že automatizované preklady môžu obsahovať chyby alebo nepresnosti. Originálny dokument v jeho pôvodnom jazyku by mal byť považovaný za autoritatívny zdroj. Pre kritické informácie sa odporúča profesionálny ľudský preklad. Nie sme zodpovední za akékoľvek nedorozumenia alebo nesprávne interpretácie vyplývajúce z použitia tohto prekladu. +Vylúčenie zodpovednosti: +Tento dokument bol preložený pomocou služby prekladu poháňanej umelou inteligenciou Co-op Translator (https://github.com/Azure/co-op-translator). Hoci sa snažíme o presnosť, majte, prosím, na pamäti, že automatické preklady môžu obsahovať chyby alebo nepresnosti. Pôvodný dokument v originálnom znení by sa mal považovať za autoritatívny zdroj. Pre kritické informácie odporúčame profesionálny ľudský preklad. Nezodpovedáme za žiadne nedorozumenia alebo nesprávne interpretácie vyplývajúce z použitia tohto prekladu. \ No newline at end of file diff --git a/translations/sl/README.md b/translations/sl/README.md index 1a04c4a5..1a6aeaee 100644 --- a/translations/sl/README.md +++ b/translations/sl/README.md @@ -1,80 +1,80 @@ -# Generativna umetna inteligenca za začetnike - Java izdaja +# Generativna AI za začetnike - Java izdaja [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generativna umetna inteligenca za začetnike - Java izdaja](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sl.png) +![Generativna AI za začetnike - Java izdaja](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sl.png) -**Časovna zaveza**: Celoten delavnico je mogoče opraviti na spletu brez lokalne namestitve. Nastavitev okolja traja 2 minuti, raziskovanje primerov pa zahteva 1-3 ure, odvisno od globine raziskovanja. +**Časovna obveznost**: Celotno delavnico je mogoče opraviti na spletu brez lokalne nastavitve. Nastavitev okolja traja 2 minuti, raziskovanje primerov pa zahteva 1–3 ure, odvisno od globine raziskovanja. -> **Hiter začetek** +> **Hitri začetek** -1. Razvezi ta repozitorij na svoj GitHub račun -2. Klikni **Code** → zavihek **Codespaces** → **...** → **New with options...** -3. Uporabi privzete nastavitve – to bo izbralo razvojni kontejner, ustvarjen za ta tečaj -4. Klikni **Create codespace** -5. Počakaj približno 2 minuti, da je okolje pripravljeno -6. Pojdi neposredno na [Prvi primer](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. Forkajte ta repozitorij na svoj GitHub račun +2. Kliknite **Code** → zavihek **Codespaces** → **...** → **New with options...** +3. Uporabite privzete nastavitve – to bo izbralo Development container, ustvarjen za ta tečaj +4. Kliknite **Create codespace** +5. Počakajte ~2 minuti, da bo okolje pripravljeno +6. Pojdite neposredno na [Prvi primer](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Raje kloniraš lokalno?** +> **Raje klonirati lokalno?** > -> Ta repozitorij vključuje več kot 50 jezikovnih prevodov, kar znatno poveča velikost prenosa. Če želiš klonirati brez prevodov, uporabi sparse checkout: +> Ta repozitorij vsebuje več kot 50 jezikovnih prevodov, kar znatno poveča velikost prenosa. Če želite klonirati brez prevodov, uporabite sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Tako dobiš vse, kar potrebuješ za dokončanje tečaja, z veliko hitrejšim prenosom. +> To vam daje vse, kar potrebujete za dokončanje tečaja z veliko hitrejšim prenosom. -## Podpora za več jezikov +## Večjezična podpora ### Podprto preko GitHub Action (avtomatizirano in vedno posodobljeno) -[Arabščina](../ar/README.md) | [Bengalščina](../bn/README.md) | [Bolgarščina](../bg/README.md) | [Burmanščina (Mjanmar)](../my/README.md) | [Kitajščina (poenostavljena)](../zh/README.md) | [Kitajščina (tradicionalna, Hong Kong)](../hk/README.md) | [Kitajščina (tradicionalna, Macau)](../mo/README.md) | [Kitajščina (tradicionalna, Tajvan)](../tw/README.md) | [Hrvaščina](../hr/README.md) | [Češčina](../cs/README.md) | [Danščina](../da/README.md) | [Nizozemščina](../nl/README.md) | [Estonščina](../et/README.md) | [Finščina](../fi/README.md) | [Francoščina](../fr/README.md) | [Nemščina](../de/README.md) | [Grščina](../el/README.md) | [Hebrejščina](../he/README.md) | [Hindijščina](../hi/README.md) | [Madžarščina](../hu/README.md) | [Indonezijščina](../id/README.md) | [Italijanščina](../it/README.md) | [Japonščina](../ja/README.md) | [Kannada](../kn/README.md) | [Korejščina](../ko/README.md) | [Litvanščina](../lt/README.md) | [Malajščina](../ms/README.md) | [Malajalščina](../ml/README.md) | [Maratščina](../mr/README.md) | [Nepalščina](../ne/README.md) | [Nigerijski pidžin](../pcm/README.md) | [Norveščina](../no/README.md) | [Perzijščina (Farsi)](../fa/README.md) | [Poljščina](../pl/README.md) | [Portugalščina (Brazilija)](../br/README.md) | [Portugalščina (Portugalska)](../pt/README.md) | [Pandžabščina (Gurmukhi)](../pa/README.md) | [Romunščina](../ro/README.md) | [Ruščina](../ru/README.md) | [Srbščina (cirilica)](../sr/README.md) | [Slovaščina](../sk/README.md) | [Slovenščina](./README.md) | [Španščina](../es/README.md) | [Svahili](../sw/README.md) | [Švedščina](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamilščina](../ta/README.md) | [Telugu](../te/README.md) | [Tajščina](../th/README.md) | [Turščina](../tr/README.md) | [Ukrajinščina](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamščina](../vi/README.md) +[Arabski](../ar/README.md) | [Bengalščina](../bn/README.md) | [Bolgarščina](../bg/README.md) | [Burmanščina (Myanmar)](../my/README.md) | [Kitajščina (poenostavljena)](../zh/README.md) | [Kitajščina (tradicionalna, Hong Kong)](../hk/README.md) | [Kitajščina (tradicionalna, Macau)](../mo/README.md) | [Kitajščina (tradicionalna, Taiwan)](../tw/README.md) | [Hrvaščina](../hr/README.md) | [Češčina](../cs/README.md) | [Danščina](../da/README.md) | [Nizozemščina](../nl/README.md) | [Estonščina](../et/README.md) | [Finščina](../fi/README.md) | [Francoščina](../fr/README.md) | [Nemščina](../de/README.md) | [Grščina](../el/README.md) | [Hebrejščina](../he/README.md) | [Hindijščina](../hi/README.md) | [Madžarščina](../hu/README.md) | [Indonezijščina](../id/README.md) | [Italijanščina](../it/README.md) | [Japonščina](../ja/README.md) | [Kannada](../kn/README.md) | [Korejščina](../ko/README.md) | [Litovščina](../lt/README.md) | [Malajščina](../ms/README.md) | [Malayalam](../ml/README.md) | [Maratščina](../mr/README.md) | [Nepalščina](../ne/README.md) | [Nigerijski pidžin](../pcm/README.md) | [Norveščina](../no/README.md) | [Perzijščina (Farsi)](../fa/README.md) | [Poljščina](../pl/README.md) | [Portugalščina (Brazilija)](../br/README.md) | [Portugalščina (Portugalska)](../pt/README.md) | [Pandžabščina (Gurmukhi)](../pa/README.md) | [Romunščina](../ro/README.md) | [Ruščina](../ru/README.md) | [Srbščina (cirilica)](../sr/README.md) | [Slovaščina](../sk/README.md) | [Slovenščina](./README.md) | [Španščina](../es/README.md) | [Svahilščina](../sw/README.md) | [Švedščina](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamilščina](../ta/README.md) | [Telugu](../te/README.md) | [Tajščina](../th/README.md) | [Turščina](../tr/README.md) | [Ukrajinščina](../uk/README.md) | [Urdščina](../ur/README.md) | [Vietnamščina](../vi/README.md) -## Struktura tečaja in učna pot +## Struktura tečaja in pot učenja -### **Poglavje 1: Uvod v generativno umetno inteligenco** -- **Osnovni pojmi**: Razumevanje velikih jezikovnih modelov, tokenov, vdelav in zmogljivosti AI +### **Poglavje 1: Uvod v generativno AI** +- **Temeljni koncepti**: Razumevanje velikih jezikovnih modelov, tokenov, vdelav (embeddings) in zmožnosti AI - **Java AI ekosistem**: Pregled Spring AI in OpenAI SDK-jev -- **Protokol konteksta modela**: Uvod v MCP in njegova vloga v komunikaciji AI agentov -- **Praktične uporabe**: Resnični scenariji, vključno s klepetalnimi roboti in generiranjem vsebin +- **Model Context Protocol**: Uvod v MCP in njegova vloga pri komunikaciji AI agentov +- **Praktične uporabe**: Resnični scenariji, vključno s klepetalniki in ustvarjanjem vsebin - **[→ Začni poglavje 1](./01-IntroToGenAI/README.md)** ### **Poglavje 2: Nastavitev razvojnega okolja** -- **Konfiguracija več ponudnikov**: Nastavitev GitHub modelov, Azure OpenAI in OpenAI Java SDK integracij +- **Konfiguracija več ponudnikov**: Nastavite GitHub Models, Azure OpenAI in integracije OpenAI Java SDK - **Spring Boot + Spring AI**: Najboljše prakse za razvoj podjetniških AI aplikacij -- **GitHub modeli**: Brezplačen dostop do AI modelov za prototipiranje in učenje (brez kreditne kartice) -- **Razvojna orodja**: Docker kontejnerji, VS Code in konfiguracija GitHub Codespaces +- **GitHub Models**: Brezplačen dostop do AI modelov za prototipiranje in učenje (ni potrebna kreditna kartica) +- **Razvojna orodja**: Docker kontejnarji, VS Code in konfiguracija GitHub Codespaces - **[→ Začni poglavje 2](./02-SetupDevEnvironment/README.md)** -### **Poglavje 3: Osnovne tehnike generativne umetne inteligence** -- **Inženiring pozivov**: Tehnike za optimalne odzive AI modelov -- **Vdelave in vektorske operacije**: Implementacija semantičnega iskanja in ujemanja podobnosti -- **Generiranje z nadgradnjo iskanja (RAG)**: Združevanje AI z lastnimi podatkovnimi viri -- **Klic funkcij**: Razširitev zmogljivosti AI z lastnimi orodji in vtičniki +### **Poglavje 3: Temeljne tehnike generativne AI** +- **Prompt engineering**: Tehnike za optimalne odgovore modelov AI +- **Vdelave in vektorske operacije**: Implementirajte semantično iskanje in ujemanje podobnosti +- **Retrieval-Augmented Generation (RAG)**: Združite AI z vašimi viri podatkov +- **Klicanje funkcij (Function Calling)**: Razširite zmožnosti AI z lastnimi orodji in vtičniki - **[→ Začni poglavje 3](./03-CoreGenerativeAITechniques/README.md)** -### **Poglavje 4: Praktične uporabe in projekti** -- **Generator zgodb o hišnih ljubljenčkih** (`petstory/`): Kreativno generiranje vsebin z GitHub modeli -- **Foundry lokalna predstavitev** (`foundrylocal/`): Lokalna integracija AI modela z OpenAI Java SDK -- **MCP kalkulator storitev** (`calculator/`): Osnovna implementacija protokola konteksta modela s Spring AI +### **Poglavje 4: Praktične aplikacije in projekti** +- **Generator zgodb o hišnih ljubljenčkih** (`petstory/`): Ustvarjanje kreativnih vsebin z GitHub Models +- **Foundry lokalni demo** (`foundrylocal/`): Lokalna integracija AI modela z OpenAI Java SDK +- **MCP kalkulator storitev** (`calculator/`): Osnovna implementacija Model Context Protocol z Spring AI - **[→ Začni poglavje 4](./04-PracticalSamples/README.md)** -### **Poglavje 5: Odgovoren razvoj umetne inteligence** -- **Varnost GitHub modelov**: Testiranje vgrajenih filtrov vsebin in varnostnih mehanizmov (trdi bloki in mehki zavrnitve) -- **Demonstracija odgovorne AI**: Praktičen primer, ki prikazuje, kako delujejo sodobni varnostni sistemi AI -- **Najboljše prakse**: Ključna navodila za etični razvoj in uvajanje AI +### **Poglavje 5: Odgovorni razvoj AI** +- **Varnost GitHub Models**: Preizkusite vgrajeno filtriranje vsebine in varnostne mehanizme (trde blokade in mehke zavrnitve) +- **Demo odgovorne AI**: Praktičen primer, ki prikazuje, kako sodobni sistemi za varnost AI delujejo v praksi +- **Najboljše prakse**: Ključna navodila za etičen razvoj in uvajanje AI - **[→ Začni poglavje 5](./05-ResponsibleGenAI/README.md)** ## Dodatni viri @@ -94,7 +94,7 @@ CO_OP_TRANSLATOR_METADATA: --- -### Serija generativne umetne inteligence +### Serija generativne AI [![Generativna AI za začetnike](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generativna AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generativna AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -109,29 +109,29 @@ CO_OP_TRANSLATOR_METADATA: [![Kibernetska varnost za začetnike](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Spletni razvoj za začetnike](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) [![IoT za začetnike](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR razvoj za začetnike](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Razvoj XR za začetnike](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Serija Copilot [![Copilot za AI programiranje v paru](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot za C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot avantura](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot Pustolovščina](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Pridobivanje pomoči +## Pomoč -Če se zataknete ali imate kakršnakoli vprašanja o izdelavi AI aplikacij. Pridružite se drugim učencem in izkušenim razvijalcem v razpravah o MCP. To je podporna skupnost, kjer so vprašanja dobrodošla in se znanje prosto deli. +Če se zataknete ali imate kakršnakoli vprašanja o ustvarjanju AI aplikacij. Pridružite se drugim učencem in izkušenim razvijalcem v razpravah o MCP. Gre za podporno skupnost, kjer so vprašanja dobrodošla in se znanje prosto deli. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Če imate povratne informacije o izdelku ali napake med izdelavo, obiščite: +Če imate povratne informacije o izdelku ali naletite na napake med gradnjo, obiščite: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry Forum za razvijalce](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Omejitev odgovornosti**: -Ta dokument je bil preveden z uporabo storitve za prevajanje z umetno inteligenco [Co-op Translator](https://github.com/Azure/co-op-translator). Čeprav si prizadevamo za natančnost, vas opozarjamo, da avtomatizirani prevodi lahko vsebujejo napake ali netočnosti. Izvirni dokument v njegovem izvirnem jeziku velja za avtoritativni vir. Za ključne informacije priporočamo strokovni človeški prevod. Za morebitna nesporazume ali napačne interpretacije, ki izhajajo iz uporabe tega prevoda, ne odgovarjamo. +Izjava o omejitvi odgovornosti: +Ta dokument je bil preveden z uporabo storitve za strojno prevajanje z umetno inteligenco Co-op Translator (https://github.com/Azure/co-op-translator). Čeprav si prizadevamo za natančnost, vas prosimo, da upoštevate, da avtomatizirani prevodi lahko vsebujejo napake ali netočnosti. Izvirni dokument v izvor­nem jeziku velja za avtoritativni vir. Za ključne informacije priporočamo strokovni človeški prevod. Nismo odgovorni za morebitne nesporazume ali napačne razlage, ki izhajajo iz uporabe tega prevoda. \ No newline at end of file diff --git a/translations/sr/README.md b/translations/sr/README.md index 43d9e126..54623a60 100644 --- a/translations/sr/README.md +++ b/translations/sr/README.md @@ -1,80 +1,80 @@ -# Генеративна вештачка интелигенција за почетнике - Јава издање +# Генеративна вештачка интелигенција за почетнике - Java издање [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Генеративна вештачка интелигенција за почетнике - Јава издање](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sr.png) +![Генеративна вештачка интелигенција за почетнике - Java издање](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sr.png) -**Време потребно**: Цео радионичарски курс може се завршити онлајн без локалне инсталације. Постављање окружења траје 2 минута, а истраживање примера захтева 1-3 сата у зависности од дубине истраживања. +**Време потребно**: Цео курс се може завршити онлајн без локалне конфигурације. Подешавање окружења траје 2 минута, а истраживање примера захтева 1–3 сата у зависности од дубине истраживања. -> **Брзи почетак** +> **Брзи старт** -1. Форкујте овај репозиторијум на свој GitHub налог +1. Форкујте овај репозиторијум на ваш GitHub налог 2. Кликните **Code** → **Codespaces** таб → **...** → **New with options...** -3. Користите подразумеване поставке – ово ће изабрати Development контејнер креиран за овај курс +3. Користите подразумеване поставке – ово ће одабрати Development container креиран за овај курс 4. Кликните **Create codespace** -5. Сачекајте око 2 минута да окружење буде спремно +5. Сачекајте ~2 минута да средина буде спремна 6. Прескочите директно на [Први пример](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Више волите да клонирате локално?** +> **Желите да клонирате локално?** > -> Овај репозиторијум укључује преко 50 превода на различите језике што значајно повећава величину преузимања. Да бисте клонирали без превода, користите sparse checkout: +> Овај репозиторијум укључује преко 50 превода на језике што значајно повећава величину преузимања. Да бисте клонирали без превода, користите sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Ово вам даје све што вам је потребно за завршетак курса са много бржим преузимањем. +> Ово вам даје све што вам треба да завршите курс уз знатно брже преузимање. ## Подршка за више језика -### Подржано преко GitHub Action (Аутоматизовано и увек ажурирано) +### Подржано преко GitHub Action (Аутоматизовано и увек ажурно) -[Арапски](../ar/README.md) | [Бенгалски](../bn/README.md) | [Бугарски](../bg/README.md) | [Бурмански (Мјанмар)](../my/README.md) | [Кинески (поједностављени)](../zh/README.md) | [Кинески (традиционални, Хонг Конг)](../hk/README.md) | [Кинески (традиционални, Макао)](../mo/README.md) | [Кинески (традиционални, Тајван)](../tw/README.md) | [Хрватски](../hr/README.md) | [Чешки](../cs/README.md) | [Дански](../da/README.md) | [Холандски](../nl/README.md) | [Естонски](../et/README.md) | [Фински](../fi/README.md) | [Француски](../fr/README.md) | [Немачки](../de/README.md) | [Грчки](../el/README.md) | [Хебрејски](../he/README.md) | [Хинди](../hi/README.md) | [Мађарски](../hu/README.md) | [Индијски](../id/README.md) | [Италијански](../it/README.md) | [Јапански](../ja/README.md) | [Канада](../kn/README.md) | [Кореијски](../ko/README.md) | [Литвански](../lt/README.md) | [Малајски](../ms/README.md) | [Малајалам](../ml/README.md) | [Марати](../mr/README.md) | [Непалски](../ne/README.md) | [Нигеријски Пидгин](../pcm/README.md) | [Норвешки](../no/README.md) | [Персијски (Фарси)](../fa/README.md) | [Пољски](../pl/README.md) | [Португалски (Бразил)](../br/README.md) | [Португалски (Португал)](../pt/README.md) | [Пунџаби (Гурмукхи)](../pa/README.md) | [Румунски](../ro/README.md) | [Руски](../ru/README.md) | [Српски (ћирилица)](./README.md) | [Словачки](../sk/README.md) | [Словеначки](../sl/README.md) | [Шпански](../es/README.md) | [Свахили](../sw/README.md) | [Шведски](../sv/README.md) | [Тагалог (Филипински)](../tl/README.md) | [Тамилски](../ta/README.md) | [Телугу](../te/README.md) | [Тајландски](../th/README.md) | [Турски](../tr/README.md) | [Украјински](../uk/README.md) | [Урду](../ur/README.md) | [Вијетнамски](../vi/README.md) +[Арапски](../ar/README.md) | [Бенгалски](../bn/README.md) | [Бугарски](../bg/README.md) | [Бирмански (Мјанмар)](../my/README.md) | [Кинески (поједностављени)](../zh/README.md) | [Кинески (традиционални, Хонг Конг)](../hk/README.md) | [Кинески (традиционални, Макао)](../mo/README.md) | [Кинески (традиционални, Тајван)](../tw/README.md) | [Хрватски](../hr/README.md) | [Чешки](../cs/README.md) | [Дански](../da/README.md) | [Холандски](../nl/README.md) | [Естонски](../et/README.md) | [Фински](../fi/README.md) | [Француски](../fr/README.md) | [Немачки](../de/README.md) | [Грчки](../el/README.md) | [Хебрејски](../he/README.md) | [Хинди](../hi/README.md) | [Мађарски](../hu/README.md) | [Индонежански](../id/README.md) | [Италијански](../it/README.md) | [Јапански](../ja/README.md) | [Каннада](../kn/README.md) | [Корејски](../ko/README.md) | [Литвански](../lt/README.md) | [Малајски](../ms/README.md) | [Малајалам](../ml/README.md) | [Маратхи](../mr/README.md) | [Непали](../ne/README.md) | [Нигеријски пидгин](../pcm/README.md) | [Норвешки](../no/README.md) | [Персијски (Фарси)](../fa/README.md) | [Пољски](../pl/README.md) | [Португалски (Бразил)](../br/README.md) | [Португалски (Португал)](../pt/README.md) | [Пенџаби (Гурумухи)](../pa/README.md) | [Румунски](../ro/README.md) | [Руски](../ru/README.md) | [Српски (ћирилица)](./README.md) | [Словачки](../sk/README.md) | [Словеначки](../sl/README.md) | [Шпански](../es/README.md) | [Свахили](../sw/README.md) | [Шведски](../sv/README.md) | [Тагалог (Филипини)](../tl/README.md) | [Тамилски](../ta/README.md) | [Телугу](../te/README.md) | [Тајландски](../th/README.md) | [Турски](../tr/README.md) | [Украјински](../uk/README.md) | [Урду](../ur/README.md) | [Вијетнамски](../vi/README.md) -## Структура курса и пут учења +## Структура курса и план учења ### **Поглавље 1: Увод у генеративну вештачку интелигенцију** -- **Основни појмови**: Разумевање великих језичких модела, токена, уграђивања и могућности вештачке интелигенције -- **Јава AI екосистем**: Преглед Spring AI и OpenAI SDK-ова -- **Протокол контекста модела**: Увод у MCP и његову улогу у комуникацији AI агената -- **Практичне примене**: Сценарији из стварног света укључујући четботове и генерисање садржаја +- **Основни концепти**: Разумевање великих језичких модела, токена, ембеддинзија и могућности ВИ +- **Java AI екосистем**: Преглед Spring AI и OpenAI SDK-ова +- **Протокол Model Context**: Увод у MCP и његову улогу у комуникацији AI агената +- **Практичне примене**: Реални сценарији укључујући разговорне ботове и генерисање садржаја - **[→ Почни Поглавље 1](./01-IntroToGenAI/README.md)** -### **Поглавље 2: Постављање развојног окружења** -- **Конфигурација више провајдера**: Постављање GitHub модела, Azure OpenAI и OpenAI Java SDK интеграција -- **Spring Boot + Spring AI**: Најбоље праксе за развој AI апликација у предузећима -- **GitHub модели**: Бесплатан приступ AI моделима за прототиповање и учење (без потребе за кредитном картицом) -- **Развојни алати**: Docker контејнери, VS Code и GitHub Codespaces конфигурација +### **Поглавље 2: Подешавање развојног окружења** +- **Конфигурација са више провајдера**: Подесите GitHub Models, Azure OpenAI и OpenAI Java SDK интеграције +- **Spring Boot + Spring AI**: Најбоље праксе за развој ентерпрајз ВИ апликација +- **GitHub Models**: Бесплатан приступ AI моделима за прототипирање и учење (није потребна кредитна картица) +- **Алатке за развој**: Docker контејнери, VS Code и GitHub Codespaces конфигурација - **[→ Почни Поглавље 2](./02-SetupDevEnvironment/README.md)** -### **Поглавље 3: Основне технике генеративне вештачке интелигенције** -- **Prompt инжењеринг**: Технике за оптималне одговоре AI модела -- **Уграђивања и векторске операције**: Имплементација семантичке претраге и упоређивања сличности -- **Retrieval-Augmented Generation (RAG)**: Комбинација AI са вашим изворима података -- **Позивање функција**: Проширите могућности AI са прилагођеним алатима и додацима +### **Поглавље 3: Основне технике генеративне ВИ** +- **Инжењеринг упита**: Технике за оптималне одговоре AI модела +- **Ембеддинзи и векторске операције**: Имплементирање семантичке претраге и подударности +- **Генерација појачана претрагом (RAG)**: Комбинујте ВИ са сопственим изворима података +- **Позив функција**: Проширите могућности ВИ са прилагођеним алатима и додацима - **[→ Почни Поглавље 3](./03-CoreGenerativeAITechniques/README.md)** ### **Поглавље 4: Практичне примене и пројекти** -- **Генератор прича о кућним љубимцима** (`petstory/`): Креативно генерисање садржаја са GitHub моделима -- **Foundry локална демонстрација** (`foundrylocal/`): Локална интеграција AI модела са OpenAI Java SDK -- **MCP калкулатор сервис** (`calculator/`): Основна имплементација Model Context Protocol са Spring AI +- **Генератор прича о кућним љубимцима** (`petstory/`): Креативно генерисање садржаја уз GitHub Models +- **Foundry локално демо** (`foundrylocal/`): Локална интеграција ВИ модела са OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Основна имплементација Model Context Protocol-а са Spring AI - **[→ Почни Поглавље 4](./04-PracticalSamples/README.md)** -### **Поглавље 5: Одговорни развој вештачке интелигенције** -- **Безбедност GitHub модела**: Тестирање уграђених механизама филтрирања садржаја и безбедности (тврде блокаде и меке одбијености) -- **Демонстрација одговорне AI**: Практичан пример како савремени системи безбедности AI функционишу у пракси -- **Најбоље праксе**: Основне смернице за етички развој и примену AI +### **Поглавље 5: Одговорни развој ВИ** +- **Безбедност GitHub модела**: Тестирање уграђеног филтрирања садржаја и механизама безбедности (строга блокирања и мека одбијања) +- **Демо одговорне ВИ**: Практичан пример који показује како савремени системи безбедности ВИ раде у пракси +- **Најбоље праксе**: Основна упутства за етички развој и имплементацију ВИ - **[→ Почни Поглавље 5](./05-ResponsibleGenAI/README.md)** ## Додатни ресурси @@ -94,44 +94,45 @@ CO_OP_TRANSLATOR_METADATA: --- -### Серии генеративне вештачке интелигенције -[![Генеративна AI за почетнике](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Генеративна AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Генеративна AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Генеративна AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Серија генеративне ВИ +[![Генеративна ВИ за почетнике](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Генеративна ВИ (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Генеративна ВИ (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Генеративна ВИ (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- ### Основно учење -[![ML за почетнике](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science за почетнике](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI за почетнике](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity за почетнике](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev за почетнике](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Машинско учење за почетнике](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Наука о подацима за почетнике](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![ВИ за почетнике](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Кибербезбедност за почетнике](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Веб развој за почетнике](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + +[![Интернет ствари за почетнике](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Развој XR за почетнике](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Серия Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Серија Copilot +[![Copilot за парно програмирање са вештачком интелигенцијом](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot за C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot авантура](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Добијање помоћи -Ако запнете или имате било каквих питања о изради AI апликација. Придружите се другим ученицима и искусним програмерима у дискусијама о MCP-у. То је подржавајућа заједница где су питања добродошла и знање се слободно дели. +Ако запнете или имате било каквих питања у вези са прављењем AI апликација. Придружите се другим полазницима и искусним програмерима у дискусијама о MCP. То је подржавајућа заједница где су питања добродошла и знање се дели слободно. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord за Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Ако имате повратне информације о производу или грешке током израде посетите: +Ако имате повратне информације о производу или наиђете на грешке током израде, посетите: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Форум програмера Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Одрицање од одговорности**: -Овај документ је преведен коришћењем AI услуге за превођење [Co-op Translator](https://github.com/Azure/co-op-translator). Иако се трудимо да превод буде тачан, имајте у виду да аутоматски преводи могу садржати грешке или нетачности. Оригинални документ на његовом изворном језику треба сматрати ауторитетним извором. За критичне информације препоручује се професионални људски превод. Нисмо одговорни за било каква неспоразума или погрешна тумачења настала коришћењем овог превода. +Искључење одговорности: +Овај документ је преведен помоћу услуге за превод засноване на вештачкој интелигенцији Co-op Translator (https://github.com/Azure/co-op-translator). Иако настојимо да обезбедимо тачност, имајте у виду да аутоматски преводи могу садржати грешке или нетачности. Изворни документ на његовом оригиналном језику треба сматрати меродавним извором. За критичне информације препоручује се професионални људски превод. Не преузимамо одговорност за било какве неспоразуме или погрешне тумачења која произилазе из коришћења овог превода. \ No newline at end of file diff --git a/translations/sv/README.md b/translations/sv/README.md index f15d111b..56548022 100644 --- a/translations/sv/README.md +++ b/translations/sv/README.md @@ -1,31 +1,31 @@ -# Generativ AI för nybörjare - Java Edition +# Generativ AI för nybörjare - Java-utgåvan [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generativ AI för nybörjare - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sv.png) +![Generativ AI för nybörjare - Java-utgåvan](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sv.png) -**Tidsåtgång**: Hela workshopen kan genomföras online utan lokal installation. Miljöinställningen tar 2 minuter, och att utforska exemplen kräver 1-3 timmar beroende på utforskningsdjup. +**Tidsåtgång**: Hela workshopen kan genomföras online utan lokal installation. Miljöns uppsättning tar 2 minuter, och att utforska exemplen kräver 1–3 timmar beroende på hur djupt du vill gå. > **Snabbstart** 1. Forka detta repository till ditt GitHub-konto 2. Klicka på **Code** → fliken **Codespaces** → **...** → **New with options...** -3. Använd standardinställningarna – detta väljer utvecklingscontainern skapad för denna kurs +3. Använd standardinställningarna – detta väljer Development container som skapats för denna kurs 4. Klicka på **Create codespace** -5. Vänta ~2 minuter tills miljön är klar +5. Vänta cirka 2 minuter tills miljön är klar 6. Hoppa direkt till [Det första exemplet](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) > **Föredrar du att klona lokalt?** > -> Detta repository inkluderar 50+ språköversättningar vilket avsevärt ökar nedladdningsstorleken. För att klona utan översättningar, använd sparse checkout: +> Detta repository innehåller över 50 språköversättningar vilket avsevärt ökar nedladdningsstorleken. För att klona utan översättningar, använd sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -36,46 +36,46 @@ CO_OP_TRANSLATOR_METADATA: ## Flerspråkigt stöd -### Stöds via GitHub Action (Automatiserat & Alltid uppdaterat) +### Stöds via GitHub Action (Automatiserat och alltid uppdaterat) -[Arabiska](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgariska](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Kinesiska (Förenklad)](../zh/README.md) | [Kinesiska (Traditionell, Hong Kong)](../hk/README.md) | [Kinesiska (Traditionell, Macau)](../mo/README.md) | [Kinesiska (Traditionell, Taiwan)](../tw/README.md) | [Kroatiska](../hr/README.md) | [Tjeckiska](../cs/README.md) | [Danska](../da/README.md) | [Holländska](../nl/README.md) | [Estniska](../et/README.md) | [Finska](../fi/README.md) | [Franska](../fr/README.md) | [Tyska](../de/README.md) | [Grekiska](../el/README.md) | [Hebreiska](../he/README.md) | [Hindi](../hi/README.md) | [Ungerska](../hu/README.md) | [Indonesiska](../id/README.md) | [Italienska](../it/README.md) | [Japanska](../ja/README.md) | [Kannada](../kn/README.md) | [Koreanska](../ko/README.md) | [Litauiska](../lt/README.md) | [Malajiska](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigeriansk Pidgin](../pcm/README.md) | [Norska](../no/README.md) | [Persiska (Farsi)](../fa/README.md) | [Polska](../pl/README.md) | [Portugisiska (Brasilien)](../br/README.md) | [Portugisiska (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumänska](../ro/README.md) | [Ryska](../ru/README.md) | [Serbiska (Kyrilliska)](../sr/README.md) | [Slovakiska](../sk/README.md) | [Slovenska](../sl/README.md) | [Spanska](../es/README.md) | [Swahili](../sw/README.md) | [Svenska](./README.md) | [Tagalog (Filippinska)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thailändska](../th/README.md) | [Turkiska](../tr/README.md) | [Ukrainska](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesiska](../vi/README.md) +[Arabiska](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgariska](../bg/README.md) | [Burmesiska (Myanmar)](../my/README.md) | [Kinesiska (förenklad)](../zh/README.md) | [Kinesiska (traditionell, Hongkong)](../hk/README.md) | [Kinesiska (traditionell, Macau)](../mo/README.md) | [Kinesiska (traditionell, Taiwan)](../tw/README.md) | [Kroatiska](../hr/README.md) | [Tjeckiska](../cs/README.md) | [Danska](../da/README.md) | [Nederländska](../nl/README.md) | [Estniska](../et/README.md) | [Finska](../fi/README.md) | [Franska](../fr/README.md) | [Tyska](../de/README.md) | [Grekiska](../el/README.md) | [Hebreiska](../he/README.md) | [Hindi](../hi/README.md) | [Ungerska](../hu/README.md) | [Indonesiska](../id/README.md) | [Italienska](../it/README.md) | [Japanska](../ja/README.md) | [Kannada](../kn/README.md) | [Koreanska](../ko/README.md) | [Litauiska](../lt/README.md) | [Malajiska](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigeriansk pidgin](../pcm/README.md) | [Norska](../no/README.md) | [Persiska (Farsi)](../fa/README.md) | [Polska](../pl/README.md) | [Portugisiska (Brasilien)](../br/README.md) | [Portugisiska (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Rumänska](../ro/README.md) | [Ryska](../ru/README.md) | [Serbiska (kyrilliska)](../sr/README.md) | [Slovakiska](../sk/README.md) | [Slovenska](../sl/README.md) | [Spanska](../es/README.md) | [Swahili](../sw/README.md) | [Svenska](./README.md) | [Tagalog (filippinska)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thailändska](../th/README.md) | [Turkiska](../tr/README.md) | [Ukrainska](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamesiska](../vi/README.md) -## Kursstruktur & Lärväg - -### **Kapitel 1: Introduktion till Generativ AI** -- **Kärnkoncept**: Förstå stora språkmodeller, tokens, inbäddningar och AI-förmågor -- **Java AI-ekosystem**: Översikt av Spring AI och OpenAI SDK:er -- **Model Context Protocol**: Introduktion till MCP och dess roll i AI-agentkommunikation -- **Praktiska tillämpningar**: Verkliga scenarier inklusive chattbotar och innehållsgenerering -- **[→ Starta Kapitel 1](./01-IntroToGenAI/README.md)** - -### **Kapitel 2: Utvecklingsmiljöinställning** -- **Multi-leverantörskonfiguration**: Ställ in GitHub Models, Azure OpenAI och OpenAI Java SDK-integrationer -- **Spring Boot + Spring AI**: Bästa praxis för företags-AI-applikationsutveckling -- **GitHub Models**: Gratis AI-modellåtkomst för prototyper och lärande (ingen kreditkort krävs) -- **Utvecklingsverktyg**: Docker-containrar, VS Code och GitHub Codespaces-konfiguration -- **[→ Starta Kapitel 2](./02-SetupDevEnvironment/README.md)** - -### **Kapitel 3: Kärntekniker för Generativ AI** -- **Prompt Engineering**: Tekniker för optimala AI-modellsvar -- **Inbäddningar & vektoroperationer**: Implementera semantisk sökning och likhetsmatchning +## Kursstruktur & lärandespår + +### **Kapitel 1: Introduktion till generativ AI** +- **Kärnkoncept**: Förståelse av stora språkmodeller, tokens, embeddings och AI-förmågor +- **Java AI-ekosystemet**: Översikt över Spring AI och OpenAI SDK:er +- **Model Context Protocol**: Introduktion till MCP och dess roll i kommunikation mellan AI-agenter +- **Praktiska tillämpningar**: Verkliga scenarier inklusive chatbottar och innehållsgenerering +- **[→ Börja Kapitel 1](./01-IntroToGenAI/README.md)** + +### **Kapitel 2: Uppställning av utvecklingsmiljö** +- **Konfiguration för flera leverantörer**: Ställ in GitHub Models, Azure OpenAI och OpenAI Java SDK-integrationer +- **Spring Boot + Spring AI**: Bästa praxis för företagsutveckling av AI-applikationer +- **GitHub Models**: Kostnadsfri åtkomst till AI-modeller för prototypning och inlärning (kräver inget kreditkort) +- **Utvecklingsverktyg**: Docker-containrar, VS Code och konfiguration av GitHub Codespaces +- **[→ Börja Kapitel 2](./02-SetupDevEnvironment/README.md)** + +### **Kapitel 3: Kärntekniker för generativ AI** +- **Promptutformning**: Tekniker för optimala AI-modellsvar +- **Embeddings & vektoroperationer**: Implementera semantisk sökning och likhetsmatchning - **Retrieval-Augmented Generation (RAG)**: Kombinera AI med dina egna datakällor -- **Funktionsanrop**: Utöka AI-funktioner med egna verktyg och plugins -- **[→ Starta Kapitel 3](./03-CoreGenerativeAITechniques/README.md)** +- **Function Calling**: Utöka AI:s kapaciteter med egna verktyg och plugins +- **[→ Börja Kapitel 3](./03-CoreGenerativeAITechniques/README.md)** -### **Kapitel 4: Praktiska tillämpningar & projekt** +### **Kapitel 4: Praktiska tillämpningar och projekt** - **Pet Story Generator** (`petstory/`): Kreativ innehållsgenerering med GitHub Models -- **Foundry Local Demo** (`foundrylocal/`): Lokal AI-modellintegration med OpenAI Java SDK -- **MCP Calculator Service** (`calculator/`): Grundläggande Model Context Protocol-implementering med Spring AI -- **[→ Starta Kapitel 4](./04-PracticalSamples/README.md)** +- **Foundry Local Demo** (`foundrylocal/`): Lokal AI-modellsintegration med OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Grundläggande Model Context Protocol-implementation med Spring AI +- **[→ Börja Kapitel 4](./04-PracticalSamples/README.md)** ### **Kapitel 5: Ansvarsfull AI-utveckling** -- **GitHub Models säkerhet**: Testa inbyggda innehållsfilter och säkerhetsmekanismer (hårda blockeringar och mjuka avslag) +- **GitHub Models säkerhet**: Testa inbyggd innehållsfiltrering och säkerhetsmekanismer (hårda blockeringar och mjuka avslag) - **Ansvarsfull AI-demo**: Praktiskt exempel som visar hur moderna AI-säkerhetssystem fungerar i praktiken -- **Bästa praxis**: Viktiga riktlinjer för etisk AI-utveckling och distribution -- **[→ Starta Kapitel 5](./05-ResponsibleGenAI/README.md)** +- **Bästa praxis**: Väsentliga riktlinjer för etisk AI-utveckling och distribution +- **[→ Börja Kapitel 5](./05-ResponsibleGenAI/README.md)** ## Ytterligare resurser @@ -102,36 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### Kärnlärande +### Kärnkurser [![ML för nybörjare](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science för nybörjare](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![Datavetenskap för nybörjare](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI för nybörjare](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Cybersäkerhet för nybörjare](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Webbutveckling för nybörjare](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT för nybörjare](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR-utveckling för nybörjare](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot-serien -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot för AI-parprogrammering](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot för C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot-äventyr](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Få hjälp -Om du fastnar eller har några frågor om att bygga AI-appar. Gå med i diskussioner med andra elever och erfarna utvecklare om MCP. Det är en stödjande gemenskap där frågor är välkomna och kunskap delas fritt. +Om du fastnar eller har frågor om att bygga AI-appar. Gå med andra deltagare och erfarna utvecklare i diskussioner om MCP. Det är en stödjande gemenskap där frågor välkomnas och kunskap delas fritt. [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Om du har produktfeedback eller fel under byggandet, besök: +If you have product feedback or errors while building visit: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry utvecklarforum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Ansvarsfriskrivning**: -Detta dokument har översatts med hjälp av AI-översättningstjänsten [Co-op Translator](https://github.com/Azure/co-op-translator). Även om vi strävar efter noggrannhet, vänligen var medveten om att automatiska översättningar kan innehålla fel eller brister. Det ursprungliga dokumentet på dess modersmål bör betraktas som den auktoritativa källan. För kritisk information rekommenderas professionell mänsklig översättning. Vi ansvarar inte för några missförstånd eller feltolkningar som uppstår till följd av användningen av denna översättning. +**Friskrivning**: +Detta dokument har översatts med hjälp av AI-översättningstjänsten [Co-op Translator](https://github.com/Azure/co-op-translator). Även om vi strävar efter noggrannhet bör du vara medveten om att automatiska översättningar kan innehålla fel eller felaktigheter. Det ursprungliga dokumentet på dess originalspråk bör betraktas som den auktoritativa källan. För kritisk information rekommenderas professionell mänsklig översättning. Vi ansvarar inte för några missförstånd eller feltolkningar som uppstår till följd av användningen av denna översättning. \ No newline at end of file diff --git a/translations/sw/README.md b/translations/sw/README.md index c62cdc3c..434e793f 100644 --- a/translations/sw/README.md +++ b/translations/sw/README.md @@ -1,83 +1,83 @@ # AI Inayozalisha kwa Waanzilishi - Toleo la Java -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord ya Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sw.png) +![AI Inayozalisha kwa Waanzilishi - Toleo la Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.sw.png) -**Muda wa Kujitolea**: Warsha nzima inaweza kukamilika mtandaoni bila usanidi wa eneo la kazi. Usanidi wa mazingira huchukua dakika 2, na kuchunguza mifano kunahitaji saa 1-3 kulingana na kina cha uchunguzi. +**Muda unaohitajika**: Warsha yote inaweza kukamilika mtandaoni bila usanidi wa eneo la mteja. Usanidi wa mazingira unachukua dakika 2, na kuchunguza mifano kutahitaji masaa 1-3 kulingana na kina cha uchunguzi. -> **Anza Haraka** +> **Anza Haraka** -1. Fanya fork ya hifadhidata hii kwenye akaunti yako ya GitHub -2. Bonyeza **Code** → kichupo cha **Codespaces** → **...** → **New with options...** -3. Tumia chaguo za msingi – hii itachagua kontena la Maendeleo lililoundwa kwa kozi hii -4. Bonyeza **Create codespace** -5. Subiri takriban dakika 2 kwa mazingira kuwa tayari -6. Ruka moja kwa moja kwenda [Mfano wa kwanza](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. Fork this repository to your GitHub account +2. Click **Code** → **Codespaces** tab → **...** → **New with options...** +3. Use the defaults – this will select the Development container created for this course +4. Click **Create codespace** +5. Wait ~2 minutes for the environment to be ready +6. Ruka moja kwa moja kwenye [Mfano wa kwanza](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Unapendelea Kuikopa Kwenye Kompyuta?** +> **Unapendelea Ku-clone Kwenye Kompyuta Yako?** > -> Hifadhidata hii ina tafsiri zaidi ya 50 za lugha ambazo huongeza sana ukubwa wa kupakua. Ili kuikopa bila tafsiri, tumia sparse checkout: +> Ghala hili lina tafsiri za lugha 50+ ambayo inaweza kuongeza sana ukubwa wa kupakua. Ili kukopa bila tafsiri, tumia sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Hii inakupa kila kitu unachohitaji kukamilisha kozi kwa upakuaji wa haraka zaidi. +> Hii inakupa kila unachohitaji kukamilisha kozi kwa upakuaji wa haraka zaidi. ## Msaada wa Lugha Nyingi -### Inasaidiwa kupitia GitHub Action (Moja kwa Moja & Daima Imeboreshwa) +### Inasaidiwa kupitia GitHub Action (Imeotomatishwa na Daima Inafuata Mabadiliko) -[Kiarabu](../ar/README.md) | [Kibengali](../bn/README.md) | [Kibulgaria](../bg/README.md) | [Kiburma (Myanmar)](../my/README.md) | [Kichina (Rahisi)](../zh/README.md) | [Kichina (Mila, Hong Kong)](../hk/README.md) | [Kichina (Mila, Macau)](../mo/README.md) | [Kichina (Mila, Taiwan)](../tw/README.md) | [Kroeshia](../hr/README.md) | [Kicheki](../cs/README.md) | [Kidenmaki](../da/README.md) | [Kiholanzi](../nl/README.md) | [Kiestonia](../et/README.md) | [Kifini](../fi/README.md) | [Kifaransa](../fr/README.md) | [Kijerumani](../de/README.md) | [Kigiriki](../el/README.md) | [Kiebrania](../he/README.md) | [Kihindi](../hi/README.md) | [Kihungari](../hu/README.md) | [Kiindonesia](../id/README.md) | [Kiitaliano](../it/README.md) | [Kijapani](../ja/README.md) | [Kikannada](../kn/README.md) | [Kikorea](../ko/README.md) | [Kilithuania](../lt/README.md) | [Kimelayu](../ms/README.md) | [Kimalayalam](../ml/README.md) | [Kimarathi](../mr/README.md) | [Kinepali](../ne/README.md) | [Kipidgin cha Nigeria](../pcm/README.md) | [Kinorwe](../no/README.md) | [Kiajemi (Farsi)](../fa/README.md) | [Kipolandi](../pl/README.md) | [Kireno (Brazil)](../br/README.md) | [Kireno (Portugal)](../pt/README.md) | [Kipunja (Gurmukhi)](../pa/README.md) | [Kiromania](../ro/README.md) | [Kirusi](../ru/README.md) | [Kiserbia (Cyrillic)](../sr/README.md) | [Kislovakia](../sk/README.md) | [Kislovenia](../sl/README.md) | [Kihispania](../es/README.md) | [Kiswahili](./README.md) | [Kiswidi](../sv/README.md) | [Kitagalog (Filipino)](../tl/README.md) | [Kitamili](../ta/README.md) | [Kitelugu](../te/README.md) | [Kithai](../th/README.md) | [Kituruki](../tr/README.md) | [Kiukraini](../uk/README.md) | [Kiurdu](../ur/README.md) | [Kivietinamu](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](./README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) ## Muundo wa Kozi & Njia ya Kujifunza -### **Sura 1: Utangulizi wa AI Inayozalisha** -- **Mafundisho Muhimu**: Kuelewa Modeli Kubwa za Lugha, tokeni, embeddings, na uwezo wa AI -- **Ecosystem ya AI ya Java**: Muhtasari wa Spring AI na OpenAI SDKs -- **Itifaki ya Muktadha wa Modeli**: Utangulizi wa MCP na jukumu lake katika mawasiliano ya mawakala wa AI -- **Matumizi ya Kivitendo**: Hali halisi ikijumuisha chatbots na uzalishaji wa maudhui +### **Sura 1: Utangulizi kwa AI Inayozalisha** +- **Dhana za Msingi**: Kuelewa Modeli Kubwa za Lugha, tokeni, embeddings, na uwezo wa AI +- **Eneo la AI la Java**: Muhtasari wa Spring AI na OpenAI SDKs +- **Itifaki ya Muktadha wa Modeli**: Utangulizi wa MCP na nafasi yake katika mawasiliano ya mawakala wa AI +- **Matumizi ya Vitendo**: Mifano ya ulimwengu halisi ikijumuisha chatbots na uzalishaji wa maudhui - **[→ Anza Sura 1](./01-IntroToGenAI/README.md)** ### **Sura 2: Usanidi wa Mazingira ya Maendeleo** -- **Usanidi wa Watoa Huduma Wengi**: Sanidi GitHub Models, Azure OpenAI, na OpenAI Java SDK -- **Spring Boot + Spring AI**: Mbinu bora za maendeleo ya programu za AI za biashara -- **GitHub Models**: Upatikanaji wa bure wa modeli za AI kwa ajili ya prototyping na kujifunza (hakuna kadi ya mkopo inahitajika) -- **Zana za Maendeleo**: Kontena za Docker, VS Code, na usanidi wa GitHub Codespaces +- **Usanidi wa Watoa Huduma Wengi**: Set up GitHub Models, Azure OpenAI, and OpenAI Java SDK integrations +- **Spring Boot + Spring AI**: Mbinu bora za maendeleo ya programu za AI za shirika +- **GitHub Models**: Upatikanaji wa modeli za AI bila gharama kwa prototyping na kujifunza (hakuna kadi ya mkopo inahitajika) +- **Vifaa vya Maendeleo**: Docker containers, VS Code, and GitHub Codespaces configuration - **[→ Anza Sura 2](./02-SetupDevEnvironment/README.md)** -### **Sura 3: Mbinu Muhimu za AI Inayozalisha** -- **Uhandisi wa Prompt**: Mbinu za kupata majibu bora kutoka kwa modeli za AI -- **Embeddings & Operesheni za Vector**: Tekeleza utafutaji wa maana na ulinganishaji wa usawa -- **Uzalishaji Ulioboreshwa kwa Kupata Taarifa (RAG)**: Changanya AI na vyanzo vyako vya data -- **Kupiga Simu za Kazi**: Panua uwezo wa AI kwa zana na plugins maalum +### **Sura 3: Mbinu za Msingi za AI Inayozalisha** +- **Prompt Engineering**: Mbinu za majibu bora kutoka kwa modeli za AI +- **Embeddings & Vector Operations**: Tekeleza utafutaji wa semantiki na upatanisho wa ufananisho +- **Retrieval-Augmented Generation (RAG)**: Combine AI with your own data sources +- **Function Calling**: Panua uwezo wa AI kwa zana maalum na plugins - **[→ Anza Sura 3](./03-CoreGenerativeAITechniques/README.md)** -### **Sura 4: Matumizi ya Kivitendo & Miradi** -- **Mzalishaji wa Hadithi za Wanyama wa Kifugo** (`petstory/`): Uzalishaji wa maudhui ya ubunifu kwa GitHub Models -- **Onyesho la Foundry Local** (`foundrylocal/`): Uunganisho wa modeli ya AI ya eneo la kazi na OpenAI Java SDK -- **Huduma ya Kihesabu ya MCP** (`calculator/`): Utekelezaji wa msingi wa Itifaki ya Muktadha wa Modeli na Spring AI +### **Sura 4: Matumizi ya Vitendo & Miradi** +- **Pet Story Generator** (`petstory/`): Uzalishaji wa maudhui ya ubunifu kwa GitHub Models +- **Foundry Local Demo** (`foundrylocal/`): Uunganishaji wa modeli ya AI ya ndani kwa OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Utekelezaji wa msingi wa Model Context Protocol kwa kutumia Spring AI - **[→ Anza Sura 4](./04-PracticalSamples/README.md)** -### **Sura 5: Maendeleo ya AI kwa Uwajibikaji** -- **Usalama wa GitHub Models**: Jaribu vichujio vya maudhui vilivyojengwa na mifumo ya usalama (vizuizi ngumu na kukataa kwa upole) -- **Onyesho la AI Inayowajibika**: Mfano wa vitendo unaoonyesha jinsi mifumo ya usalama ya AI ya kisasa inavyofanya kazi -- **Mbinu Bora**: Miongozo muhimu kwa maendeleo na utekelezaji wa AI kwa maadili +### **Sura 5: Maendeleo ya AI yenye Uwajibikaji** +- **GitHub Models Safety**: Jaribu kuchuja maudhui kilichojengwa na mifumo ya usalama (vizuizi ngumu na kukataa kwa upole) +- **Responsible AI Demo**: Mfano wa vitendo unaoonyesha jinsi mifumo ya usalama ya AI ya kisasa inavyofanya kazi +- **Mbinu Bora**: Miongozo muhimu kwa maendeleo na uanzishaji wa AI kwa maadili - **[→ Anza Sura 5](./05-ResponsibleGenAI/README.md)** -## Rasilimali Zaidi +## Rasilimali za Ziada ### LangChain @@ -95,43 +95,43 @@ CO_OP_TRANSLATOR_METADATA: --- ### Mfululizo wa AI Inayozalisha -[![AI Inayozalisha kwa Waanzilishi](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Inayozalisha (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![AI Inayozalisha (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![AI Inayozalisha (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +[![Generative AI kwa Waanzilishi](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Kujifunza Msingi +### Mafunzo Msingi [![ML kwa Waanzilishi](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Sayansi ya Data kwa Waanzilishi](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science kwa Waanzilishi](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![AI kwa Waanzilishi](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Usalama wa Mtandao kwa Waanzilishi](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Uendelezaji wa Wavuti kwa Waanzilishi](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![Cybersecurity kwa Waanzilishi](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web Dev kwa Waanzilishi](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) [![IoT kwa Waanzilishi](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![Maendeleo ya XR kwa Waanzilishi](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Uendelezaji wa XR kwa Waanzilishi](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Mfululizo wa Copilot -[![Copilot kwa Uandishi wa Pamoja wa AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot kwa Kuprogramu kwa Pamoja na AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot kwa C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Uzoefu wa Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Kupata Msaada -Ikiwa unakumbwa na shida au una maswali yoyote kuhusu kujenga programu za AI. Jiunge na wanafunzi wenzako na waendelezaji wenye uzoefu katika mijadala kuhusu MCP. Ni jamii yenye msaada ambapo maswali yanakaribishwa na maarifa yanashirikiwa kwa uhuru. +Ikiwa utakwama au una maswali yoyote kuhusu uundaji wa programu za AI. Jiunge na wanafunzi wenzako na waendelezaji wenye uzoefu katika mijadala kuhusu MCP. Ni jamii yenye msaada ambapo maswali yanakaribishwa na maarifa yanashirikiwa kwa hiari. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord ya Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Ikiwa una maoni kuhusu bidhaa au makosa wakati wa kujenga tembelea: +Kama una maoni kuhusu bidhaa au unakutana na makosa wakati wa kujenga, tembelea: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Jukwaa la Waendelezaji la Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Kiarifa cha Kukataa**: -Hati hii imetafsiriwa kwa kutumia huduma ya tafsiri ya AI [Co-op Translator](https://github.com/Azure/co-op-translator). Ingawa tunajitahidi kwa usahihi, tafadhali fahamu kwamba tafsiri za kiotomatiki zinaweza kuwa na makosa au upungufu wa usahihi. Hati ya asili katika lugha yake ya asili inapaswa kuchukuliwa kama chanzo cha mamlaka. Kwa taarifa muhimu, tafsiri ya kitaalamu ya binadamu inapendekezwa. Hatubebei dhamana kwa kutoelewana au tafsiri potofu zinazotokana na matumizi ya tafsiri hii. +Tamko la kutokuwa na dhamana: +Hati hii imefasiriwa kwa kutumia huduma ya tafsiri ya AI [Co-op Translator](https://github.com/Azure/co-op-translator). Ingawa tunajitahidi kuhakikisha usahihi, tafadhali fahamu kwamba tafsiri za kiotomatiki zinaweza kuwa na makosa au kutokuwa sahihi. Nyaraka asili katika lugha yake ya asili inapaswa kuzingatiwa kama chanzo rasmi. Kwa taarifa muhimu, inashauriwa kutumia tafsiri ya kitaalamu iliyofanywa na mtaalamu wa binadamu. Hatuwajibiki kwa kutoelewana au makosa ya tafsiri yanayotokana na matumizi ya tafsiri hii. \ No newline at end of file diff --git a/translations/ta/README.md b/translations/ta/README.md index fd4b226b..f42e0ec8 100644 --- a/translations/ta/README.md +++ b/translations/ta/README.md @@ -1,100 +1,100 @@ -# தொடக்கத்திற்கான உருவாக்கும் AI - ஜாவா பதிப்பு -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# Generative AI for Beginners - Java பதிப்பு +[![Microsoft Foundry டிஸ்கோர்டு](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ta.png) +![Generative AI for Beginners - Java பதிப்பு](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ta.png) -**நேர ஒதுக்கீடு**: முழு பணிமனை ஆன்லைனில் உள்ளூர் அமைப்பின்றி முடிக்கலாம். சூழல் அமைப்பு 2 நிமிடங்கள் எடுக்கும், மாதிரிகளை ஆராய 1-3 மணி நேரம் தேவைப்படும், ஆராய்ச்சி ஆழத்தின்படி. +**காலஅளவு**: முழு வேலைக் குழு உள்ளூரில் அமைக்காமல் ஆன்லைனில் முடிக்கக்கூடியது. சூழல் அமைப்பு 2 நிமிடம் எடுத்துக்கொள்கிறது, மாதிரிகளை ஆராய்சி செய்வதற்கான நேரம் ஆராய்ச்சி ஆழத்தன்மைக்கு ஏற்ப 1-3 மணி நேரம் ஆகும். -> **விரைவான தொடக்கம்** +> **விரைவு தொடக்கம்** -1. இந்த சேமிப்பகத்தை உங்கள் GitHub கணக்கிற்கு Fork செய்யவும் -2. **Code** → **Codespaces** தாவலை கிளிக் செய்யவும் → **...** → **New with options...** தேர்வு செய்யவும் -3. இயல்புகளை பயன்படுத்தவும் – இது இந்த பாடத்துக்கான Development container ஐ தேர்வு செய்யும் -4. **Create codespace** கிளிக் செய்யவும் -5. சூழல் தயாராக ~2 நிமிடங்கள் காத்திருக்கவும் -6. நேரடியாக [முதல் எடுத்துக்காட்டு](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) க்கு செல்லவும் +1. இந்த ரெப்போசிடோரி உங்கள் GitHub கணக்குக்கு Fork செய்யவும் +2. **Code** → **Codespaces** தாவலை கிளிக் → **...** → **New with options...** ஐ தேர்ந்தெடுக்கவும் +3. இயல்புகளைக் (defaults) பயன்படுத்தவும் – இது இந்த பாடநெறிக்காக உருவாக்கப்பட்ட Development container ஐ தேர்ந்தெடுக்கும் +4. **Create codespace** ஐ கிளிக் செய்யவும் +5. சூழல் தயார் ஆக ~2 நிமிடம் காத்திருங்கள் +6. நேரடியாக [→ அத்தியாயம் 1 தொடக்கம்](./01-IntroToGenAI/README.md#step-2-create-a-github-personal-access-token) க்கு செல் -> **உள்ளூரில் கிளோன் செய்ய விரும்புகிறீர்களா?** +> **உள்ளூரில் கிளோன் செய்வதை முன்னுரிமையா கொடுப்பீர்களா?** > -> இந்த சேமிப்பகம் 50+ மொழி மொழிபெயர்ப்புகளை கொண்டுள்ளது, இது பதிவிறக்க அளவை பெரிதாக அதிகரிக்கிறது. மொழிபெயர்ப்புகள் இல்லாமல் கிளோன் செய்ய sparse checkout பயன்படுத்தவும்: +> இந்த ரெப்போசிடோரியில் 50+ மொழி மொழிபெயர்ப்புகள் உள்ளதால் பதிவிறக்க அளவு பெரிதாகும். மொழிபெயர்ப்புகள் இல்லாமல் கிளோன் செய்ய sparse checkout பயன்படுத்தவும்: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> இது பாடத்தைக் முடிக்க தேவையான அனைத்தையும் மிக வேகமாக பதிவிறக்க உதவும். +> இது பாடநெறியை முடிக்க உங்களுக்கு தேவையான அனைத்தையும் மிகவும் வேகமான பதிவிறக்கத்துடன் தருகிறது. -## பன்மொழி ஆதரவு +## பல மொழி ஆதரவு -### GitHub Action மூலம் ஆதரவு (தானியங்கி மற்றும் எப்போதும் புதுப்பிக்கப்பட்டது) +### GitHub Action மூலம் ஆதரிக்கப்படுகிறது (தானியங்கி & எப்போதும் புதுப்பிக்கப்படும்) -[அரபு](../ar/README.md) | [பெங்காலி](../bn/README.md) | [பல்கேரியன்](../bg/README.md) | [பர்மீஸ் (மியான்மர்)](../my/README.md) | [சீன (எளிமைப்படுத்தப்பட்ட)](../zh/README.md) | [சீன (பாரம்பரிய, ஹாங்காங்)](../hk/README.md) | [சீன (பாரம்பரிய, மாகாவ்)](../mo/README.md) | [சீன (பாரம்பரிய, தைவான்)](../tw/README.md) | [குரோஷியன்](../hr/README.md) | [செக்](../cs/README.md) | [டேனிஷ்](../da/README.md) | [டச்சு](../nl/README.md) | [எஸ்டோனியன்](../et/README.md) | [பின்னிஷ்](../fi/README.md) | [பிரெஞ்சு](../fr/README.md) | [ஜெர்மன்](../de/README.md) | [கிரேக்கம்](../el/README.md) | [ஹீப்ரூ](../he/README.md) | [இந்தி](../hi/README.md) | [ஹங்கேரியன்](../hu/README.md) | [இந்தோனேஷியன்](../id/README.md) | [இத்தாலியன்](../it/README.md) | [ஜப்பானீஸ்](../ja/README.md) | [கன்னடம்](../kn/README.md) | [கொரியன்](../ko/README.md) | [லிதுவேனியன்](../lt/README.md) | [மலாய்](../ms/README.md) | [மலையாளம்](../ml/README.md) | [மராத்தி](../mr/README.md) | [நேபாளி](../ne/README.md) | [நைஜீரியன் பிஜின்](../pcm/README.md) | [நார்வேஜியன்](../no/README.md) | [பெர்ஷியன் (பார்சி)](../fa/README.md) | [போலிஷ்](../pl/README.md) | [போர்ச்சுகீஸ் (பிரேசில்)](../br/README.md) | [போர்ச்சுகீஸ் (போர்ச்சுகல்)](../pt/README.md) | [பஞ்சாபி (குருமுகி)](../pa/README.md) | [ரோமானியன்](../ro/README.md) | [ரஷ்யன்](../ru/README.md) | [செர்பியன் (சிரிலிக்)](../sr/README.md) | [ஸ்லோவாக்](../sk/README.md) | [ஸ்லோவேனியன்](../sl/README.md) | [ஸ்பானிஷ்](../es/README.md) | [ஸ்வாஹிலி](../sw/README.md) | [ஸ்வீடிஷ்](../sv/README.md) | [டகாலோக் (பிலிப்பைனோ)](../tl/README.md) | [தமிழ்](./README.md) | [தெலுங்கு](../te/README.md) | [தை](../th/README.md) | [துருக்கி](../tr/README.md) | [உக்ரைனியன்](../uk/README.md) | [உருது](../ur/README.md) | [வியட்நாமீஸ்](../vi/README.md) +[அரபிக்](../ar/README.md) | [பெங்காலி](../bn/README.md) | [பல்கேரியன்](../bg/README.md) | [பர்மீஸ் (மியான்மார்)](../my/README.md) | [சீனம் (எளிமைப்படுத்தப்பட்ட)](../zh/README.md) | [சீனம் (சம்பாரம்பரிய, ஹொங் காங்)](../hk/README.md) | [சீனம் (சம்பாரம்பரிய, மாகாவ்)](../mo/README.md) | [சீனம் (சம்பாரம்பரிய, தைவான்)](../tw/README.md) | [குரோஷியன்](../hr/README.md) | [செக்](../cs/README.md) | [டேனிஷ்](../da/README.md) | [டச்சு](../nl/README.md) | [எஸ்டோனியன்](../et/README.md) | [பினிஷ்](../fi/README.md) | [பிரெஞ்சு](../fr/README.md) | [ஜெர்மன்](../de/README.md) | [கிரேக்கு](../el/README.md) | [ஹீப்ரூ](../he/README.md) | [ஹிந்தி](../hi/README.md) | [ஹங்கேரியன்](../hu/README.md) | [இந்தோனேஷியன்](../id/README.md) | [இத்தாலியன்](../it/README.md) | [ஜப்பானீஸ்](../ja/README.md) | [கன்னடம்](../kn/README.md) | [கொரியன்](../ko/README.md) | [லித்துவேனியன்](../lt/README.md) | [மலாய்](../ms/README.md) | [மலையாளம்](../ml/README.md) | [மராத்தி](../mr/README.md) | [நேபாளி](../ne/README.md) | [நைஜீரியன் பிஜின்](../pcm/README.md) | [நார்வேஜியன்](../no/README.md) | [பாரசீக (பார்ஸி)](../fa/README.md) | [போலிஷ்](../pl/README.md) | [போர்த்துகீசிய (பிரேசில்)](../br/README.md) | [போர்த்துகீசிய (போர்ச்சுகல்)](../pt/README.md) | [பஞ்சாபி (குர்முகி)](../pa/README.md) | [ருமேனியன்](../ro/README.md) | [ரஷ்யன்](../ru/README.md) | [செர்பியன் (செரிலிக்)](../sr/README.md) | [ஸ்லோவாக்](../sk/README.md) | [ஸ்லோவேனியன்](../sl/README.md) | [ஸ்பானிஷ்](../es/README.md) | [சுவாஹிலி](../sw/README.md) | [ஸ்வீடிஷ்](../sv/README.md) | [டாகாலொக் (பிலிப்பைன்ஸ்)](../tl/README.md) | [தமிழ்](./README.md) | [తెलుగు](../te/README.md) | [தாய்](../th/README.md) | [துருக்கிஷ்](../tr/README.md) | [உக்ரேனியன்](../uk/README.md) | [உருது](../ur/README.md) | [வியட்நாமீஸ்](../vi/README.md) -## பாடத்திட்ட அமைப்பு மற்றும் கற்றல் பாதை +## பாடத்திட்டம் மற்றும் கற்றல் பாதை -### **அத்தியாயம் 1: உருவாக்கும் AI அறிமுகம்** -- **முக்கிய கருத்துக்கள்**: பெரிய மொழி மாதிரிகள், டோக்கன்கள், எம்பெட்டிங்ஸ் மற்றும் AI திறன்களை புரிந்துகொள்வது -- **ஜாவா AI சூழல்**: Spring AI மற்றும் OpenAI SDK களின் மேற்பார்வை -- **மாதிரி சூழல் நெறிமுறை**: MCP அறிமுகம் மற்றும் AI முகவர் தொடர்பில் அதன் பங்கு -- **பயிற்சி பயன்பாடுகள்**: உரையாடல் பொறிகள் மற்றும் உள்ளடக்க உருவாக்கம் போன்ற உண்மையான சூழல்கள் -- **[→ அத்தியாயம் 1 தொடங்கு](./01-IntroToGenAI/README.md)** +### **அத்தியாயம் 1: Generative AI அறிமுகம்** +- **முக்கியக் கோட்பாடுகள்**: பெரிய மொழி மாதிரிகள், டோக்கன்கள், எம்பெடிங்ஸ் மற்றும் ஏஐ திறன்களைப் புரிந்து கொள்வது +- **ஜாவா AI சுற்றுச்சூழல்**: Spring AI மற்றும் OpenAI SDKs பற்றிய சிறுகண்ணோட்டம் +- **Model Context Protocol**: MCP அறிமுகம் மற்றும் ஏஐ ஏஜென்டுகள் இடையிலான தொடர்பில் அதன் பங்கு +- **நிகழ்நிலை பயன்பாடுகள்**: சந்தைப்படுத்தல் மற்றும் உள்ளடக்க உருவாக்கம் உள்ளிட்ட உண்மையான உலக сценарிகள் +- **[→ அத்தியாயம் 1 தொடக்கம்](./01-IntroToGenAI/README.md)** ### **அத்தியாயம் 2: மேம்பாட்டு சூழல் அமைப்பு** -- **பல வழங்குநர் கட்டமைப்பு**: GitHub Models, Azure OpenAI மற்றும் OpenAI Java SDK ஒருங்கிணைப்புகளை அமைத்தல் -- **Spring Boot + Spring AI**: நிறுவன AI பயன்பாட்டு மேம்பாட்டுக்கான சிறந்த நடைமுறைகள் -- **GitHub Models**: மாதிரிப்படுத்தல் மற்றும் கற்றலுக்கான இலவச AI மாதிரி அணுகல் (கடன் அட்டை தேவையில்லை) -- **மேம்பாட்டு கருவிகள்**: Docker கன்டெய்னர்கள், VS Code மற்றும் GitHub Codespaces கட்டமைப்பு -- **[→ அத்தியாயம் 2 தொடங்கு](./02-SetupDevEnvironment/README.md)** - -### **அத்தியாயம் 3: முக்கிய உருவாக்கும் AI தொழில்நுட்பங்கள்** -- **ப்ராம்ட் பொறியியல்**: சிறந்த AI மாதிரி பதில்களுக்கு தொழில்நுட்பங்கள் -- **எம்பெட்டிங்ஸ் மற்றும் வெக்டர் செயல்பாடுகள்**: அர்த்தமுள்ள தேடல் மற்றும் ஒத்திசைவு பொருத்தல் செயல்படுத்தல் -- **திரும்ப பெறுதல்-வலுவூட்டப்பட்ட உருவாக்கம் (RAG)**: உங்கள் சொந்த தரவுத்தளங்களுடன் AI ஐ இணைத்தல் -- **செயல்பாட்டு அழைப்பு**: தனிப்பயன் கருவிகள் மற்றும் பிளக்கின்களுடன் AI திறன்களை விரிவாக்குதல் -- **[→ அத்தியாயம் 3 தொடங்கு](./03-CoreGenerativeAITechniques/README.md)** - -### **அத்தியாயம் 4: பயிற்சி பயன்பாடுகள் மற்றும் திட்டங்கள்** -- **பேட் கதை உருவாக்கி** (`petstory/`): GitHub Models உடன் படைப்பாற்றல் உள்ளடக்க உருவாக்கம் -- **Foundry உள்ளூர் டெமோ** (`foundrylocal/`): OpenAI Java SDK உடன் உள்ளூர் AI மாதிரி ஒருங்கிணைப்பு -- **MCP கணக்கீட்டு சேவை** (`calculator/`): Spring AI உடன் அடிப்படை மாதிரி சூழல் நெறிமுறை செயல்பாடு -- **[→ அத்தியாயம் 4 தொடங்கு](./04-PracticalSamples/README.md)** - -### **அத்தியாயம் 5: பொறுப்பான AI மேம்பாடு** -- **GitHub Models பாதுகாப்பு**: உள்ளடக்க வடிகட்டல் மற்றும் பாதுகாப்பு முறைகளை (கடுமையான தடைகள் மற்றும் மென்மையான மறுப்பு) சோதனை செய்தல் -- **பொறுப்பான AI டெமோ**: நவீன AI பாதுகாப்பு அமைப்புகள் எப்படி செயல்படுகின்றன என்பதை கையேடு உதாரணம் -- **சிறந்த நடைமுறைகள்**: நெறிமுறை AI மேம்பாடு மற்றும் பயன்பாட்டுக்கான அவசியமான வழிகாட்டுதல்கள் -- **[→ அத்தியாயம் 5 தொடங்கு](./05-ResponsibleGenAI/README.md)** +- **பன்முக வழங்குநர் கட்டமைப்பு**: GitHub Models, Azure OpenAI, மற்றும் OpenAI Java SDK ஒருங்கிணைப்புகளை அமைக்கவும் +- **Spring Boot + Spring AI**: நிறுவன அளவிலான ஏஐ பயன்பாட்டு மேம்பாட்டுக்கான சிறந்த நடைமுறைகள் +- **GitHub Models**: Prototype மற்றும் கற்றலுக்கான இலவச AI மாதிரி அணுகல் (கடன் அட்டை தேவையில்லை) +- **மேம்பாட்டு கருவிகள்**: Docker கான்டெய்னர்கள், VS Code, மற்றும் GitHub Codespaces கட்டமைப்பு +- **[→ அத்தியாயம் 2 தொடக்கம்](./02-SetupDevEnvironment/README.md)** + +### **அத்தியாயம் 3: பொது Generative AI நுட்பங்கள்** +- **Prompt Engineering**: சிறந்த AI மாதிரி பதில்களுக்கு நுட்பங்கள் +- **Embeddings & வெக்டர் செயல்பாடுகள்**: அர்த்தமுடைய தேடல் மற்றும் ஒத்திசைவை அமல்படுத்துதல் +- **Retrieval-Augmented Generation (RAG)**: உங்கள் சொந்த தரவுத்தளங்களுடன் AI ஐ இணைத்தல் +- **Function Calling**: தனிப்பயன் கருவிகள் மற்றும் பிளக்கின்களுடன் AI திறன்களை विस्तार செய்தல் +- **[→ அத்தியாயம் 3 தொடக்கம்](./03-CoreGenerativeAITechniques/README.md)** + +### **அத்தியாயம் 4: நடைமுறை பயன்பாடுகள் & திட்டங்கள்** +- **Pet Story Generator** (`petstory/`): GitHub Models உடன் படைப்பாற்றல் உள்ளடக்க உருவாக்கம் +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK உடன் உள்ளூர் AI மாதிரி ஒருங்கிணைப்பு +- **MCP Calculator Service** (`calculator/`): Spring AI உடன் அடிப்படை Model Context Protocol செயல்பாடு +- **[→ அத்தியாயம் 4 தொடக்கம்](./04-PracticalSamples/README.md)** + +### **அத்தியாயம் 5: பொறுப்புள்ள AI மேம்பாடு** +- **GitHub Models பாதுகாப்பு**: கட்டமைக்கப்பட்ட உள்ளடக்க வடிகட்டுதல் மற்றும் பாதுகாப்பு யந்திரங்களை (கடுமையான தடைகள் மற்றும் மென்மையான மறுத்தல்கள்) சோதனை செய்யவும் +- **பொறுப்புள்ள AI டெமோ**: நவீன AI பாதுகாப்பு அமைப்புகள் செயல்படுவதைக் காட்டும் விரைவான கையேடு +- **சிறந்த நடைமுறைகள்**: நெறிமுறைகள், நீதி மற்றும் பாதுகாப்பு சார்ந்த முக்கிய வழிகாட்டுதல்கள் +- **[→ அத்தியாயம் 5 தொடக்கம்](./05-ResponsibleGenAI/README.md)** ## கூடுதல் வளங்கள் -### லாங்செயின் -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +### LangChain +[![LangChain4j தொடக்கத்தினருக்கு](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js தொடக்கத்தினருக்கு](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### அஜூர் / எட்ஜ் / MCP / முகவர்கள் -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +### Azure / Edge / MCP / ஏஜென்டுகள் +[![AZD தொடக்கத்தினருக்கு](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI தொடக்கத்தினருக்கு](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP தொடக்கத்தினருக்கு](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents தொடக்கத்தினருக்கு](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### உருவாக்கும் AI தொடர் +### Generative AI தொடர் [![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) @@ -102,36 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### முக்கிய கற்றல் -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![ஆரம்பக்காரர்களுக்கான IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![ஆரம்பக்காரர்களுக்கான XR மேம்பாடு](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### முக்கியக் கற்றல் +[![ML தொடக்கத்தினருக்கு](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![தரவு அறிவியல் தொடக்கத்தினருக்கு](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI தொடக்கத்தினருக்கு](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![உறுப்புணர்வியல் பாதுகாப்பு தொடக்கத்தினருக்கு](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![வெப்உருவாக்கம் தொடக்கத்தினருக்கு](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![ஆரம்பகர்களுக்கான IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![ஆரம்பகர்களுக்கான XR அபிவிருத்தி](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### கோபைலட் தொடர் -[![AI இணைக்கப்பட்ட நிரலாக்கத்திற்கான கோபைலட்](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![C#/.NET க்கான கோபைலட்](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![கோபைலட் சாகசம்](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![AI இணைக்கப்பட்ட ஜோடி நிரலாக்கத்துக்கான Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET க்கான Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot அனுபவம்](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## உதவி பெறுதல் -AI செயலிகளை உருவாக்குவதில் நீங்கள் சிக்கிக்கொண்டால் அல்லது ஏதேனும் கேள்விகள் இருந்தால், MCP பற்றி விவாதங்களில் மற்ற கற்றுக்கொள்ளும் மாணவர்களும் அனுபவமுள்ள டெவலப்பர்களும் சேருங்கள். கேள்விகள் வரவேற்கப்படுகின்றன மற்றும் அறிவு சுதந்திரமாக பகிரப்படுகிறது என்ற ஆதரவான சமூகமாக இது உள்ளது. +If you get stuck or have any questions about building AI apps. Join fellow learners and experienced developers in discussions about MCP. It's a supportive community where questions are welcome and knowledge is shared freely. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry டிஸ்கோர்ட்](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -உற்பத்தி கருத்துக்களோ அல்லது பிழைகளோ இருந்தால், கட்டுமானத்தின் போது பார்வையிடவும்: +If you have product feedback or errors while building visit: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry டெவலப்பர் மன்றம்](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**குறிப்பு**: -இந்த ஆவணம் AI மொழிபெயர்ப்பு சேவை [Co-op Translator](https://github.com/Azure/co-op-translator) மூலம் மொழிபெயர்க்கப்பட்டுள்ளது. நாங்கள் துல்லியத்திற்காக முயற்சித்தாலும், தானியங்கி மொழிபெயர்ப்புகளில் பிழைகள் அல்லது தவறுகள் இருக்கக்கூடும் என்பதை தயவுசெய்து கவனிக்கவும். அசல் ஆவணம் அதன் சொந்த மொழியில் அதிகாரப்பூர்வ மூலமாக கருதப்பட வேண்டும். முக்கியமான தகவல்களுக்கு, தொழில்முறை மனித மொழிபெயர்ப்பை பரிந்துரைக்கிறோம். இந்த மொழிபெயர்ப்பின் பயன்பாட்டால் ஏற்படும் எந்த தவறான புரிதல்கள் அல்லது தவறான விளக்கங்களுக்கும் நாங்கள் பொறுப்பேற்கமாட்டோம். +மறுப்பு: +இந்த ஆவணம் AI மொழிபெயர்ப்பு சேவையான [Co-op Translator](https://github.com/Azure/co-op-translator) மூலம் மொழிபெயர்க்கப்பட்டுள்ளது. நாங்கள் துல்லியத்திற்காக முயற்சித்தாலும், தானியங்கி மொழிபெயர்ப்புகளில் தவறுகள் அல்லது துல்லியமின்மைகள் இருக்கக்கூடும் என்பதை தயவுசெய்து கவனிக்கவும். மூல ஆவணத்தை அதன் சொந்த மொழியில் அதிகாரப்பூர்வ ஆதாரமாக கருதப்பட வேண்டும். முக்கியமான தகவல்களுக்கு, தொழில்முறை மனித மொழிபெயர்ப்பாளர் மூலம் மொழிபெயர்ப்பு செய்வதை பரிந்துரிக்கிறோம். இந்த மொழிபெயர்ப்பைப் பயன்படுத்துவதனால் ஏற்படும் எந்த தவறான புரிதலும் அல்லது தவறான விளக்கங்களுக்கும் நாங்கள் பொறுப்பேற்கமாட்டோம். \ No newline at end of file diff --git a/translations/te/README.md b/translations/te/README.md index c1f8acaf..a5ac793c 100644 --- a/translations/te/README.md +++ b/translations/te/README.md @@ -1,137 +1,137 @@ -# ప్రారంభికుల కోసం జనరేటివ్ AI - జావా ఎడిషన్ -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# జెనరేటివ్ AI ప్రారంభికులకు - జావా ఎడిషన్ +[![Microsoft Foundry డిస్కార్డ్](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![ప్రారంభికుల కోసం జనరేటివ్ AI - జావా ఎడిషన్](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.te.png) +![జెనరేటివ్ AI ప్రారంభికులకు - జావా ఎడిషన్](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.te.png) -**సమయ కట్టుబాటు**: మొత్తం వర్క్‌షాప్‌ను స్థానిక సెటప్ లేకుండా ఆన్‌లైన్‌లో పూర్తి చేయవచ్చు. వాతావరణ సెటప్‌కు 2 నిమిషాలు పడుతుంది, నమూనాలను అన్వేషించడానికి అన్వేషణ లోతు ఆధారంగా 1-3 గంటలు అవసరం. +**సమయ ప్రతిబద్ధత**: మొత్తం వర్క్‌షాప్ స్థానిక సెటప్ లేకుండా ఆన్‌లైన్‌లో పూర్తవుతుంది. వాతావరణాన్ని సెట్ చేయడానికి సుమారు 2 నిమిషాలు పడతాయి, మరియు ఉదాహరణలను అన్వేషించడానికి, అన్వేషణ లోతు ఆధారంగా, 1-3 గంటలు అవసరమవచ్చు. -> **త్వరిత ప్రారంభం** +> **త్వరిత ప్రారంభం** -1. ఈ రిపోజిటరీని మీ GitHub ఖాతాకు Fork చేయండి -2. **Code** → **Codespaces** ట్యాబ్ → **...** → **New with options...** క్లిక్ చేయండి -3. డిఫాల్ట్స్ ఉపయోగించండి – ఇది ఈ కోర్సు కోసం సృష్టించిన Development కంటైనర్‌ను ఎంచుకుంటుంది -4. **Create codespace** క్లిక్ చేయండి -5. వాతావరణం సిద్ధంగా ఉండేందుకు సుమారు 2 నిమిషాలు వేచి ఉండండి -6. నేరుగా [మొదటి ఉదాహరణ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) కు వెళ్లండి +1. ఈ రిపోజిటరీని మీ GitHub ఖాతాలో fork చేయండి +2. Click **Code** → **Codespaces** tab → **...** → **New with options...** +3. డిఫాల్ట్ సెట్టింగ్స్‌ను ఉపయోగించండి – ఇది ఈ కోర్సుకు తయారు చేసిన Development container ను ఎంచుకుంటుంది +4. Click **Create codespace** +5. వాతావరణం సిద్ధం కావడానికి సుమారు ~2 నిమిషాలు వేచి ఉండండి +6. నేరుగా [మొదటి ఉదాహరణ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token)కి వెళ్లండి -> **స్థానికంగా క్లోన్ చేయాలనుకుంటున్నారా?** +> **లోకల్‌గా క్లోన్ చేయాలనుకుంటున్నారా?** > -> ఈ రిపోజిటరీ 50+ భాషా అనువాదాలను కలిగి ఉంది, ఇది డౌన్లోడ్ పరిమాణాన్ని గణనీయంగా పెంచుతుంది. అనువాదాలు లేకుండా క్లోన్ చేయడానికి sparse checkout ఉపయోగించండి: +> ఈ రిపోజిటరీలో 50+ భాషా అనువాదాలు ఉన్నాయి, ఇవి డౌన్లోడ్ పరిమాణాన్ని గణనీయంగా పెంచుతాయి. అనువాదాలు లేకుండా క్లోన్ చేయాలంటే, sparse checkout ఉపయోగించండి: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> ఇది కోర్సును పూర్తి చేయడానికి అవసరమైన అన్ని విషయాలను చాలా వేగంగా డౌన్లోడ్ చేయడానికి సహాయపడుతుంది. +> ఇది కోర్సును పూర్తి చేయడానికి అవసరమైన అన్నింటినీ మరింత వేగవంతమైన డౌన్లోడ్‌తో మీకు ఇస్తుంది. ## బహుభాషా మద్దతు -### GitHub Action ద్వారా మద్దతు (ఆటోమేటెడ్ & ఎప్పుడూ తాజా) +### GitHub Action ద్వారా మద్దతు (స్వయంచాలకీకృతం & ఎప్పుడూ తాజా) -[అరబిక్](../ar/README.md) | [బెంగాలీ](../bn/README.md) | [బల్గేరియన్](../bg/README.md) | [బర్మీస్ (మయన్మార్)](../my/README.md) | [చైనీస్ (సింప్లిఫైడ్)](../zh/README.md) | [చైనీస్ (ట్రాడిషనల్, హాంకాంగ్)](../hk/README.md) | [చైనీస్ (ట్రాడిషనల్, మకావు)](../mo/README.md) | [చైనీస్ (ట్రాడిషనల్, తైవాన్)](../tw/README.md) | [క్రొయేషియన్](../hr/README.md) | [చెక్](../cs/README.md) | [డానిష్](../da/README.md) | [డచ్](../nl/README.md) | [ఎస్టోనియన్](../et/README.md) | [ఫిన్నిష్](../fi/README.md) | [ఫ్రెంచ్](../fr/README.md) | [జర్మన్](../de/README.md) | [గ్రీకు](../el/README.md) | [హీబ్రూ](../he/README.md) | [హిందీ](../hi/README.md) | [హంగేరియన్](../hu/README.md) | [ఇండోనేషియన్](../id/README.md) | [ఇటాలియన్](../it/README.md) | [జపనీస్](../ja/README.md) | [కన్నడ](../kn/README.md) | [కొరియన్](../ko/README.md) | [లిథువేనియన్](../lt/README.md) | [మలయ్](../ms/README.md) | [మలయాళం](../ml/README.md) | [మరాఠీ](../mr/README.md) | [నేపాలి](../ne/README.md) | [నైజీరియన్ పిడ్గిన్](../pcm/README.md) | [నార్వేజియన్](../no/README.md) | [పర్షియన్ (ఫార్సీ)](../fa/README.md) | [పోలిష్](../pl/README.md) | [పోర్చుగీస్ (బ్రెజిల్)](../br/README.md) | [పోర్చుగీస్ (పోర్చుగల్)](../pt/README.md) | [పంజాబీ (గుర్ముఖీ)](../pa/README.md) | [రోమానియన్](../ro/README.md) | [రష్యన్](../ru/README.md) | [సెర్బియన్ (సిరిలిక్)](../sr/README.md) | [స్లోవాక్](../sk/README.md) | [స్లోవేనియన్](../sl/README.md) | [స్పానిష్](../es/README.md) | [స్వాహిలి](../sw/README.md) | [స్వీడిష్](../sv/README.md) | [టాగాలాగ్ (ఫిలిపినో)](../tl/README.md) | [తమిళ్](../ta/README.md) | [తెలుగు](./README.md) | [థాయ్](../th/README.md) | [టర్కిష్](../tr/README.md) | [ఉక్రెయిన్](../uk/README.md) | [ఉర్దూ](../ur/README.md) | [వియత్నామీస్](../vi/README.md) +[Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](../tl/README.md) | [Tamil](../ta/README.md) | [Telugu](./README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) -## కోర్సు నిర్మాణం & నేర్చుకునే మార్గం +## కోర్సు నిర్మాణం మరియు నేర్చుకునే మార్గం -### **అధ్యాయం 1: జనరేటివ్ AI పరిచయం** -- **మూల భావనలు**: పెద్ద భాషా నమూనాలు, టోకెన్లు, ఎంబెడ్డింగ్స్, మరియు AI సామర్థ్యాలు అర్థం చేసుకోవడం -- **జావా AI ఎకోసిస్టమ్**: Spring AI మరియు OpenAI SDKs అవలోకనం +### **అధ్యాయం 1: జెనరేటివ్ AI పరిచయం** +- **ప్రధాన భావాలు**: Large Language Models, టోకెన్లు, ఎంబెడ్డింగ్స్, మరియు AI సామర్థ్యాలను అర్థం చేసుకోవడం +- **జావా AI పరిసరాలు**: Spring AI మరియు OpenAI SDKs యొక్క అవలోకనం - **మోడల్ కాంటెక్స్ట్ ప్రోటోకాల్**: MCP పరిచయం మరియు AI ఏజెంట్ కమ్యూనికేషన్‌లో దాని పాత్ర -- **ప్రాయోగిక అనువర్తనాలు**: చాట్‌బాట్లు మరియు కంటెంట్ జనరేషన్ వంటి వాస్తవ ప్రపంచ సన్నివేశాలు +- **ప్రయోగాత్మక అనువర్తనాలు**: చాట్‌బాట్స్ మరియు కంటెంట్ జనరేషన్ వంటి వాస్తవ ప్రపంచ సందర్భాలు - **[→ అధ్యాయం 1 ప్రారంభించండి](./01-IntroToGenAI/README.md)** -### **అధ్యాయం 2: అభివృద్ధి వాతావరణం సెటప్** -- **బహు-ప్రొవైడర్ కాన్ఫిగరేషన్**: GitHub Models, Azure OpenAI, మరియు OpenAI Java SDK ఇంటిగ్రేషన్లు సెటప్ చేయడం -- **Spring Boot + Spring AI**: ఎంటర్ప్రైజ్ AI అప్లికేషన్ అభివృద్ధి కోసం ఉత్తమ పద్ధతులు -- **GitHub Models**: ప్రోటోటైపింగ్ మరియు నేర్చుకోవడానికి ఉచిత AI మోడల్ యాక్సెస్ (క్రెడిట్ కార్డు అవసరం లేదు) -- **అభివృద్ధి సాధనాలు**: Docker కంటైనర్లు, VS Code, మరియు GitHub Codespaces కాన్ఫిగరేషన్ +### **అధ్యాయం 2: అభివృద్ధి వాతావరణ సెటప్** +- **బహు-ప్రొవైడర్ కాన్ఫిగరేషన్**: GitHub Models, Azure OpenAI, మరియు OpenAI Java SDK ఇంటిగ్రేషన్లను సెటప్ చేయడం +- **Spring Boot + Spring AI**: ఎంటర్‌ప్రైజ్ AI అనువర్తన అభివృద్ధికి ఉత్తమ ప్రాక్టీసులు +- **GitHub Models**: ప్రోటోటైపింగ్ మరియు నేర్చుకునే ఉద్దేశ్యాలకు ఉచిత AI మోడల్ యాక్సెస్ (క్రెడిట్ కార్డ్ అవసరం లేదు) +- **అభివృద్ధి టూల్స్**: Docker కాన్టెయినర్లు, VS Code, మరియు GitHub Codespaces కాన్ఫిగరేషన్ - **[→ అధ్యాయం 2 ప్రారంభించండి](./02-SetupDevEnvironment/README.md)** -### **అధ్యాయం 3: కోర్ జనరేటివ్ AI సాంకేతికతలు** -- **ప్రాంప్ట్ ఇంజనీరింగ్**: ఉత్తమ AI మోడల్ ప్రతిస్పందనల కోసం సాంకేతికతలు -- **ఎంబెడ్డింగ్స్ & వెక్టర్ ఆపరేషన్లు**: సేమాంటిక్ సెర్చ్ మరియు సారూప్యత మ్యాచ్ చేయడం అమలు చేయడం -- **రిట్రీవల్-ఆగ్మెంటెడ్ జనరేషన్ (RAG)**: మీ స్వంత డేటా మూలాలతో AI కలపడం +### **అధ్యాయం 3: కోర్ జెనరేటివ్ AI సాంకేతికతలు** +- **ప్రాంప్ట్ ఇంజనీరింగ్**: ఆప్టిమల్ AI మోడల్ ప్రతిస్పందనలు పొందటానికి సాంకేతికలు +- **ఎంబెడ్డింగ్స్ & వెక్టర్ ఆపరేషన్లు**: సెమాంటిక్ సెర్చ్ మరియు సమానత్వ మ్యాచ్‌ను అమలు చేయండి +- **Retrieval-Augmented Generation (RAG)**: AI ను మీ స్వంత డేటా వనరులతో మిళితం చేయండి - **ఫంక్షన్ కాలింగ్**: కస్టమ్ టూల్స్ మరియు ప్లగిన్లతో AI సామర్థ్యాలను విస్తరించడం - **[→ అధ్యాయం 3 ప్రారంభించండి](./03-CoreGenerativeAITechniques/README.md)** -### **అధ్యాయం 4: ప్రాయోగిక అనువర్తనాలు & ప్రాజెక్టులు** -- **పెట్ స్టోరీ జనరేటర్** (`petstory/`): GitHub Models తో సృజనాత్మక కంటెంట్ జనరేషన్ -- **ఫౌండ్రీ లోకల్ డెమో** (`foundrylocal/`): OpenAI Java SDK తో లోకల్ AI మోడల్ ఇంటిగ్రేషన్ -- **MCP క్యాల్క్యులేటర్ సర్వీస్** (`calculator/`): Spring AI తో ప్రాథమిక మోడల్ కాంటెక్స్ట్ ప్రోటోకాల్ అమలు +### **అధ్యాయం 4: ప్రయోగాత్మక అనువర్తనాలు & ప్రాజెక్టులు** +- **పెట్ స్టోరి జనరేటర్** (`petstory/`): GitHub Models తో సృజనాత్మక కంటెంట్ జనరేషన్ +- **Foundry స్థానిక డెమో** (`foundrylocal/`): OpenAI Java SDK తో స్థానిక AI మోడల్ ఇంటిగ్రేషన్ +- **MCP క్యాల్క్యులేటర్ సర్వీస్** (`calculator/`): Spring AI తో ప్రాథమిక Model Context Protocol అమలు - **[→ అధ్యాయం 4 ప్రారంభించండి](./04-PracticalSamples/README.md)** ### **అధ్యాయం 5: బాధ్యతాయుత AI అభివృద్ధి** -- **GitHub Models సేఫ్టీ**: బిల్ట్-ఇన్ కంటెంట్ ఫిల్టరింగ్ మరియు సేఫ్టీ మెకానిజంలను పరీక్షించడం (హార్డ్ బ్లాక్స్ మరియు సాఫ్ట్ రిఫ్యూజల్స్) -- **బాధ్యతాయుత AI డెమో**: ఆధునిక AI సేఫ్టీ సిస్టమ్స్ ఎలా పనిచేస్తాయో చూపించే హ్యాండ్స్-ఆన్ ఉదాహరణ -- **ఉత్తమ పద్ధతులు**: నైతిక AI అభివృద్ధి మరియు అమలుకు అవసరమైన మార్గదర్శకాలు +- **GitHub Models సేఫ్టీ**: నిర్మింపబడ్డ కంటెంట్ ఫిల్టరింగ్ మరియు సేఫ్టీ మెకానిజమ్‌లను (హార్డ్ బ్లాక్స్ మరియు సాఫ్ట్ రిఫ్యూజల్స్) పరీక్షించండి +- **బాధ్యతాయుత AI డెమో**: ఆధునిక AI సేఫ్టీ వ్యవస్థలు ప్రాక్టికల్‌గా ఎలా పని చేస్తున్నాయో చూపే హ్యాండ్స్ఓన్ ఉదాహరణ +- **ఉత్తమ ప్రాక్టీసులు**: నైతిక AI అభివృద్ధి మరియు డిప్లాయ్‌మెంట్ కోసం ముఖ్యమైన మార్గదర్శకాలు - **[→ అధ్యాయం 5 ప్రారంభించండి](./05-ResponsibleGenAI/README.md)** ## అదనపు వనరులు -### లాంగ్‌చైన్ -[![ప్రారంభికుల కోసం LangChain4j](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![ప్రారంభికుల కోసం LangChain.js](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +### LangChain +[![LangChain4j ప్రారంభికులకు](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js ప్రారంభికులకు](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### Azure / ఎడ్జ్ / MCP / ఏజెంట్లు -[![ప్రారంభికుల కోసం AZD](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![ప్రారంభికుల కోసం ఎడ్జ్ AI](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![ప్రారంభికుల కోసం MCP](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![ప్రారంభికుల కోసం AI ఏజెంట్లు](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +### Azure / Edge / MCP / ఏజెంట్స్ +[![AZD ప్రారంభికులకు](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI ప్రారంభికులకు](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP ప్రారంభికులకు](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI ఏజెంట్స్ ప్రారంభికులకు](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### జనరేటివ్ AI సిరీస్ -[![ప్రారంభికుల కోసం జనరేటివ్ AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![జనరేటివ్ AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![జనరేటివ్ AI (జావా)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![జనరేటివ్ AI (జావాస్క్రిప్ట్)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### జెనరేటివ్ AI సిరీస్ +[![జెనరేటివ్ AI ప్రారంభికులకు](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![జెనరేటివ్ AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![జెనరేటివ్ AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![జెనరేటివ్ AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### కోర్ లెర్నింగ్ -[![ప్రారంభికుల కోసం ML](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![ప్రారంభికుల కోసం డేటా సైన్స్](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![ప్రారంభికుల కోసం AI](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![ప్రారంభికుల కోసం సైబర్‌సెక్యూరిటీ](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![ప్రారంభికుల కోసం వెబ్ డెవలప్‌మెంట్](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### ప్రాథమిక విషయాలు +[![మెషిన్ లెర్నింగ్ ప్రారంభికులకు](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![డేటా సైన్స్ ప్రారంభికులకు](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI ప్రారంభికులకు](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![సైబర్‌సెక్యూరిటీ ప్రారంభికులకు](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![వెబ్ డెవలప్‌మెంట్ ప్రారంభికులకు](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![ప్రారంభుల కోసం IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![ప్రారంభుల కోసం XR అభివృద్ధి](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### కోపైలట్ సిరీస్ -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot సిరీస్ +[![AI జత ప్రోగ్రామింగ్ కోసం Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![C#/.NET కోసం Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot అడ్వెంచర్](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## సహాయం పొందడం +## సహాయం పొందండి -మీరు అడ్డుకుపోయినట్లయితే లేదా AI యాప్స్ నిర్మాణం గురించి ఏవైనా ప్రశ్నలు ఉంటే. MCP గురించి చర్చల్లో ఇతర అభ్యాసకులు మరియు అనుభవజ్ఞులైన డెవలపర్లతో చేరండి. ఇది ప్రశ్నలు స్వాగతించబడే మరియు జ్ఞానం స్వేచ్ఛగా పంచుకునే మద్దతు సమాజం. +మీరు చిక్కిపోతే లేదా AI అనువర్తనాలు రూపొందించడం గురించి ఏమైనా ప్రశ్నలు ఉంటే, MCP గురించి చర్చల్లో ఇతర అభ్యసనకారులు మరియు అనుభవజ్ఞులైన డెవలపర్లతో చేరండి. ఇది ప్రశ్నలకు స్వాగతం చెప్పే మరియు జ్ఞానాన్ని స్వేచ్ఛగా పంచుకునే సహాయక సమూహం. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry డిస్కోర్డ్](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -మీకు ఉత్పత్తి అభిప్రాయం లేదా నిర్మాణ సమయంలో లోపాలు ఉంటే సందర్శించండి: +మీకు ఉత్పత్తి ఫీడ్‌బ్యాక్ లేదా నిర్మాణ సమయంలో పొరపాట్లు ఉంటే, సందర్శించండి: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry డెవలపర్ ఫోరమ్](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**అస్పష్టత**: -ఈ పత్రాన్ని AI అనువాద సేవ [Co-op Translator](https://github.com/Azure/co-op-translator) ఉపయోగించి అనువదించబడింది. మేము ఖచ్చితత్వానికి ప్రయత్నించినప్పటికీ, ఆటోమేటెడ్ అనువాదాల్లో పొరపాట్లు లేదా తప్పిదాలు ఉండవచ్చు. అసలు పత్రం దాని స్వదేశీ భాషలోనే అధికారిక మూలంగా పరిగణించాలి. ముఖ్యమైన సమాచారానికి, ప్రొఫెషనల్ మానవ అనువాదం సిఫార్సు చేయబడుతుంది. ఈ అనువాదం వాడకంలో ఏర్పడిన ఏవైనా అపార్థాలు లేదా తప్పుదారుల కోసం మేము బాధ్యత వహించము. +నిరాకరణ: +ఈ పత్రాన్ని AI అనువాద సేవ Co‑op Translator (https://github.com/Azure/co-op-translator) ఉపయోగించి అనువదించారు. మేము ఖచ్చితత్వానికి ప్రయత్నిస్తున్నప్పటికీ, ఆటోమేటెడ్ అనువాదాల్లో తప్పులు లేదా లోపాలు ఉండొచ్చని దయచేసి గమనించండి. మూల భాషలోని డాక్యుమెంట్నే అధికారిక/ప్రామాణిక మూలంగా పరిగణించాలి. కీలకమైన సమాచారానికి వృత్తిపరమైన మానవ అనువాదాన్ని పొందాలని సూచించబడుతుంది. ఈ అనువాదం ఉపయోగించినందున ఏర్పడే ఏవైనా అవగాహనా లోపాలు లేదా తప్పుదారితలకు మేము బాధ్యత వహించము. \ No newline at end of file diff --git a/translations/th/README.md b/translations/th/README.md index 510b5fa3..18803e6b 100644 --- a/translations/th/README.md +++ b/translations/th/README.md @@ -1,8 +1,8 @@ -[อาหรับ](../ar/README.md) | [เบงกาลี](../bn/README.md) | [บัลแกเรีย](../bg/README.md) | [พม่า (เมียนมา)](../my/README.md) | [จีน (ตัวย่อ)](../zh/README.md) | [จีน (ตัวเต็ม, ฮ่องกง)](../hk/README.md) | [จีน (ตัวเต็ม, มาเก๊า)](../mo/README.md) | [จีน (ตัวเต็ม, ไต้หวัน)](../tw/README.md) | [โครเอเชีย](../hr/README.md) | [เช็ก](../cs/README.md) | [เดนมาร์ก](../da/README.md) | [ดัตช์](../nl/README.md) | [เอสโตเนีย](../et/README.md) | [ฟินแลนด์](../fi/README.md) | [ฝรั่งเศส](../fr/README.md) | [เยอรมัน](../de/README.md) | [กรีก](../el/README.md) | [ฮีบรู](../he/README.md) | [ฮินดี](../hi/README.md) | [ฮังการี](../hu/README.md) | [อินโดนีเซีย](../id/README.md) | [อิตาลี](../it/README.md) | [ญี่ปุ่น](../ja/README.md) | [กันนาดา](../kn/README.md) | [เกาหลี](../ko/README.md) | [ลิทัวเนีย](../lt/README.md) | [มาเลย์](../ms/README.md) | [มาลายาลัม](../ml/README.md) | [มราฐี](../mr/README.md) | [เนปาล](../ne/README.md) | [ไนจีเรีย พิดจิน](../pcm/README.md) | [นอร์เวย์](../no/README.md) | [เปอร์เซีย (ฟาร์ซี)](../fa/README.md) | [โปแลนด์](../pl/README.md) | [โปรตุเกส (บราซิล)](../br/README.md) | [โปรตุเกส (โปรตุเกส)](../pt/README.md) | [ปัญจาบี (กูรมุขี)](../pa/README.md) | [โรมาเนีย](../ro/README.md) | [รัสเซีย](../ru/README.md) | [เซอร์เบีย (ซีริลลิก)](../sr/README.md) | [สโลวัก](../sk/README.md) | [สโลวีเนีย](../sl/README.md) | [สเปน](../es/README.md) | [สวาฮิลี](../sw/README.md) | [สวีเดน](../sv/README.md) | [ตากาล็อก (ฟิลิปปินส์)](../tl/README.md) | [ทมิฬ](../ta/README.md) | [เทลูกู](../te/README.md) | [ไทย](./README.md) | [ตุรกี](../tr/README.md) | [ยูเครน](../uk/README.md) | [อูรดู](../ur/README.md) | [เวียดนาม](../vi/README.md) +[อาหรับ](../ar/README.md) | [เบงาลี](../bn/README.md) | [บัลแกเรียน](../bg/README.md) | [พม่า (เมียนมา)](../my/README.md) | [จีน (ตัวย่อ)](../zh/README.md) | [จีน (ตัวเต็ม, ฮ่องกง)](../hk/README.md) | [จีน (ตัวเต็ม, มาเก๊า)](../mo/README.md) | [จีน (ตัวเต็ม, ไต้หวัน)](../tw/README.md) | [โครเอเชีย](../hr/README.md) | [เช็ก](../cs/README.md) | [เดนมาร์ก](../da/README.md) | [ดัตช์](../nl/README.md) | [เอสโตเนีย](../et/README.md) | [ฟินแลนด์](../fi/README.md) | [ฝรั่งเศส](../fr/README.md) | [เยอรมัน](../de/README.md) | [กรีก](../el/README.md) | [ฮีบรู](../he/README.md) | [ฮินดี](../hi/README.md) | [ฮังการี](../hu/README.md) | [อินโดนีเซีย](../id/README.md) | [อิตาลี](../it/README.md) | [ญี่ปุ่น](../ja/README.md) | [กันนาดา](../kn/README.md) | [เกาหลี](../ko/README.md) | [ลิทัวเนีย](../lt/README.md) | [มลายู](../ms/README.md) | [มาลายาลัม](../ml/README.md) | [มราฐี](../mr/README.md) | [เนปาลี](../ne/README.md) | [ไนจีเรีย พิดจิน](../pcm/README.md) | [นอร์เวย์](../no/README.md) | [เปอร์เซีย (ฟาร์ซี)](../fa/README.md) | [โปแลนด์](../pl/README.md) | [โปรตุเกส (บราซิล)](../br/README.md) | [โปรตุเกส (โปรตุเกส)](../pt/README.md) | [ปัญจาบ (กุรมุขี)](../pa/README.md) | [โรมาเนีย](../ro/README.md) | [รัสเซีย](../ru/README.md) | [เซอร์เบีย (คิริลลิก)](../sr/README.md) | [สโลวาเกีย](../sk/README.md) | [สโลวีเนีย](../sl/README.md) | [สเปน](../es/README.md) | [สวาฮีลี](../sw/README.md) | [สวีเดน](../sv/README.md) | [ทากาล็อก (ฟิลิปปินส์)](../tl/README.md) | [ทมิฬ](../ta/README.md) | [เตลูกู](../te/README.md) | [ไทย](./README.md) | [ตุรกี](../tr/README.md) | [ยูเครน](../uk/README.md) | [อูรดู](../ur/README.md) | [เวียดนาม](../vi/README.md) ## โครงสร้างหลักสูตร & เส้นทางการเรียนรู้ ### **บทที่ 1: บทนำสู่ปัญญาประดิษฐ์เชิงสร้างสรรค์** -- **แนวคิดหลัก**: ทำความเข้าใจโมเดลภาษาใหญ่, โทเค็น, embeddings และความสามารถของ AI -- **ระบบนิเวศ AI ของ Java**: ภาพรวมของ Spring AI และ OpenAI SDKs -- **โปรโตคอลบริบทโมเดล**: แนะนำ MCP และบทบาทในการสื่อสารของเอเจนต์ AI -- **การประยุกต์ใช้งานจริง**: กรณีใช้งานจริง เช่น แชทบอทและการสร้างเนื้อหา +- **แนวคิดหลัก**: ทำความเข้าใจโมเดลภาษาใหญ่, โทเค็น, embeddings, และความสามารถของ AI +- **ระบบนิเวศ AI ใน Java**: ภาพรวมของ Spring AI และ OpenAI SDKs +- **Model Context Protocol**: บทนำสู่ MCP และบทบาทของมันในการสื่อสารของเอเจนต์ AI +- **การประยุกต์ใช้จริง**: สถานการณ์ในโลกจริงรวมถึงแชทบอทและการสร้างเนื้อหา - **[→ เริ่มบทที่ 1](./01-IntroToGenAI/README.md)** ### **บทที่ 2: การตั้งค่าสภาพแวดล้อมการพัฒนา** -- **การกำหนดค่าผู้ให้บริการหลายราย**: ตั้งค่า GitHub Models, Azure OpenAI และ OpenAI Java SDK -- **Spring Boot + Spring AI**: แนวทางปฏิบัติที่ดีที่สุดสำหรับการพัฒนาแอป AI ระดับองค์กร -- **GitHub Models**: เข้าถึงโมเดล AI ฟรีสำหรับการสร้างต้นแบบและการเรียนรู้ (ไม่ต้องใช้บัตรเครดิต) -- **เครื่องมือพัฒนา**: คอนเทนเนอร์ Docker, VS Code และการตั้งค่า GitHub Codespaces +- **การกำหนดค่าหลายผู้ให้บริการ**: ตั้งค่า GitHub Models, Azure OpenAI, และการรวม OpenAI Java SDK +- **Spring Boot + Spring AI**: แนวปฏิบัติที่ดีที่สุดสำหรับการพัฒนาแอปพลิเคชัน AI ระดับองค์กร +- **GitHub Models**: การเข้าถึงโมเดล AI ฟรีสำหรับการพัฒนาโปรโตไทป์และการเรียนรู้ (ไม่ต้องใช้บัตรเครดิต) +- **เครื่องมือพัฒนา**: คอนเทนเนอร์ Docker, VS Code และการกำหนดค่า GitHub Codespaces - **[→ เริ่มบทที่ 2](./02-SetupDevEnvironment/README.md)** ### **บทที่ 3: เทคนิคหลักของปัญญาประดิษฐ์เชิงสร้างสรรค์** -- **การออกแบบคำสั่ง (Prompt Engineering)**: เทคนิคสำหรับการตอบสนองที่ดีที่สุดของโมเดล AI +- **Prompt Engineering**: เทคนิคสำหรับการได้คำตอบที่ดีที่สุดจากโมเดล AI - **Embeddings & การดำเนินการเวกเตอร์**: นำไปใช้การค้นหาเชิงความหมายและการจับคู่ความคล้ายคลึง -- **การสร้างเนื้อหาที่เสริมด้วยการดึงข้อมูล (RAG)**: ผสมผสาน AI กับแหล่งข้อมูลของคุณเอง -- **การเรียกใช้ฟังก์ชัน**: ขยายความสามารถของ AI ด้วยเครื่องมือและปลั๊กอินที่กำหนดเอง +- **Retrieval-Augmented Generation (RAG)**: ผสาน AI กับแหล่งข้อมูลของคุณเอง +- **Function Calling**: ขยายความสามารถของ AI ด้วยเครื่องมือและปลั๊กอินที่กำหนดเอง - **[→ เริ่มบทที่ 3](./03-CoreGenerativeAITechniques/README.md)** -### **บทที่ 4: การประยุกต์ใช้งานจริง & โครงการ** -- **เครื่องสร้างเรื่องราวสัตว์เลี้ยง** (`petstory/`): การสร้างเนื้อหาสร้างสรรค์ด้วย GitHub Models -- **เดโม Foundry Local** (`foundrylocal/`): การผสานโมเดล AI ในเครื่องด้วย OpenAI Java SDK -- **บริการเครื่องคิดเลข MCP** (`calculator/`): การใช้งาน Model Context Protocol เบื้องต้นกับ Spring AI +### **บทที่ 4: การประยุกต์ใช้จริง & โครงการ** +- **Pet Story Generator** (`petstory/`): การสร้างเนื้อหาเชิงสร้างสรรค์ด้วย GitHub Models +- **Foundry Local Demo** (`foundrylocal/`): การรวมโมเดล AI ท้องถิ่นกับ OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): การใช้งาน Model Context Protocol เบื้องต้นกับ Spring AI - **[→ เริ่มบทที่ 4](./04-PracticalSamples/README.md)** -### **บทที่ 5: การพัฒนาปัญญาประดิษฐ์อย่างรับผิดชอบ** -- **ความปลอดภัยของ GitHub Models**: ทดสอบการกรองเนื้อหาและกลไกความปลอดภัยในตัว (บล็อกแข็งและการปฏิเสธแบบนุ่มนวล) -- **เดโม AI อย่างรับผิดชอบ**: ตัวอย่างปฏิบัติแสดงให้เห็นว่าระบบความปลอดภัย AI สมัยใหม่ทำงานอย่างไร -- **แนวทางปฏิบัติที่ดีที่สุด**: แนวทางสำคัญสำหรับการพัฒนาและใช้งาน AI อย่างมีจริยธรรม +### **บทที่ 5: การพัฒนา AI อย่างรับผิดชอบ** +- **ความปลอดภัยของ GitHub Models**: ทดสอบการกรองเนื้อหาที่มีมาในตัวและกลไกการรักษาความปลอดภัย (การบล็อกแบบเข้มงวดและการปฏิเสธแบบอ่อน) +- **ตัวอย่างการพัฒนา AI อย่างรับผิดชอบ**: ตัวอย่างเชิงปฏิบัติที่แสดงให้เห็นว่าระบบความปลอดภัยของ AI สมัยใหม่ทำงานอย่างไร +- **แนวปฏิบัติที่ดีที่สุด**: แนวทางสำคัญสำหรับการพัฒนาและปรับใช้ AI อย่างมีจริยธรรม - **[→ เริ่มบทที่ 5](./05-ResponsibleGenAI/README.md)** ## แหล่งข้อมูลเพิ่มเติม ### LangChain -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j สำหรับผู้เริ่มต้น](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js สำหรับผู้เริ่มต้น](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### Azure / Edge / MCP / Agents -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +### Azure / Edge / MCP / เอเจนต์ +[![AZD สำหรับผู้เริ่มต้น](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI สำหรับผู้เริ่มต้น](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP สำหรับผู้เริ่มต้น](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents สำหรับผู้เริ่มต้น](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Generative AI Series -[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### ชุด Generative AI +[![ปัญญาประดิษฐ์เชิงสร้างสรรค์สำหรับผู้เริ่มต้น](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![ปัญญาประดิษฐ์เชิงสร้างสรรค์ (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![ปัญญาประดิษฐ์เชิงสร้างสรรค์ (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![ปัญญาประดิษฐ์เชิงสร้างสรรค์ (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### การเรียนรู้หลัก -[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### การเรียนรู้พื้นฐาน +[![ML สำหรับผู้เริ่มต้น](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![วิทยาศาสตร์ข้อมูลสำหรับผู้เริ่มต้น](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI สำหรับผู้เริ่มต้น](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![ความมั่นคงปลอดภัยไซเบอร์สำหรับผู้เริ่มต้น](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![การพัฒนาเว็บสำหรับผู้เริ่มต้น](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + +[![IoT สำหรับผู้เริ่มต้น](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![การพัฒนา XR สำหรับผู้เริ่มต้น](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Copilot Series -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +### ซีรีส์ Copilot +[![Copilot สำหรับการเขียนโปรแกรมจับคู่ด้วย AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot สำหรับ C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## การขอความช่วยเหลือ +## รับความช่วยเหลือ -หากคุณติดขัดหรือต้องการคำถามเกี่ยวกับการสร้างแอป AI เข้าร่วมกับผู้เรียนและนักพัฒนาที่มีประสบการณ์ในการสนทนาเกี่ยวกับ MCP นี่คือชุมชนที่ให้การสนับสนุนซึ่งยินดีต้อนรับคำถามและแบ่งปันความรู้กันอย่างเสรี +หากคุณติดขัดหรือมีคำถามใด ๆ เกี่ยวกับการสร้างแอป AI ให้เข้าร่วมกับผู้เรียนคนอื่น ๆ และนักพัฒนาที่มีประสบการณ์ในการสนทนาเกี่ยวกับ MCP ชุมชนนี้เป็นชุมชนที่ให้การสนับสนุนซึ่งยินดีต้อนรับคำถามและแบ่งปันความรู้กันอย่างเสรี -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord ของ Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -หากคุณมีข้อเสนอแนะเกี่ยวกับผลิตภัณฑ์หรือพบข้อผิดพลาดขณะสร้างโปรดเยี่ยมชม: +หากคุณมีความคิดเห็นเกี่ยวกับผลิตภัณฑ์หรือพบข้อผิดพลาดขณะพัฒนา โปรดเยี่ยมชม: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![ฟอรัมนักพัฒนา Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**ข้อจำกัดความรับผิดชอบ**: -เอกสารนี้ได้รับการแปลโดยใช้บริการแปลภาษาอัตโนมัติ [Co-op Translator](https://github.com/Azure/co-op-translator) แม้เราจะพยายามให้ความถูกต้องสูงสุด แต่โปรดทราบว่าการแปลอัตโนมัติอาจมีข้อผิดพลาดหรือความไม่ถูกต้อง เอกสารต้นฉบับในภาษาต้นทางถือเป็นแหล่งข้อมูลที่เชื่อถือได้ สำหรับข้อมูลที่สำคัญ ขอแนะนำให้ใช้บริการแปลโดยผู้เชี่ยวชาญมนุษย์ เราไม่รับผิดชอบต่อความเข้าใจผิดหรือการตีความผิดใด ๆ ที่เกิดจากการใช้การแปลนี้ +**ข้อจำกัดความรับผิดชอบ**: +เอกสารฉบับนี้ได้รับการแปลโดยใช้บริการแปลด้วย AI [Co-op Translator](https://github.com/Azure/co-op-translator) แม้เราจะพยายามให้การแปลมีความถูกต้อง โปรดทราบว่าการแปลโดยอัตโนมัติอาจมีข้อผิดพลาดหรือความไม่แม่นยำได้ ควรถือว่าเอกสารต้นฉบับในภาษาต้นทางเป็นแหล่งข้อมูลที่เชื่อถือได้ สำหรับข้อมูลที่มีความสำคัญ แนะนำให้ใช้การแปลโดยนักแปลมืออาชีพ เราไม่รับผิดชอบต่อความเข้าใจผิดหรือการตีความที่ผิดพลาดใด ๆ ที่เกิดจากการใช้การแปลฉบับนี้ \ No newline at end of file diff --git a/translations/tl/README.md b/translations/tl/README.md index 7eb28098..03817d12 100644 --- a/translations/tl/README.md +++ b/translations/tl/README.md @@ -1,101 +1,100 @@ -# Generative AI para sa mga Nagsisimula - Java Edition -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# Generative AI para sa mga Nagsisimula - Edisyon ng Java +[![Microsoft Foundry sa Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI para sa mga Nagsisimula - Java Edition](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.tl.png) +![Generative AI para sa mga Nagsisimula - Edisyon ng Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.tl.png) -**Oras na Kailangan**: Ang buong workshop ay maaaring matapos online nang walang lokal na setup. Ang pag-setup ng kapaligiran ay tumatagal ng 2 minuto, habang ang pag-explore sa mga halimbawa ay nangangailangan ng 1-3 oras depende sa lalim ng pag-aaral. +**Oras na Kailangan**: Maaaring matapos ang buong workshop online nang walang lokal na setup. Ang pagsasaayos ng kapaligiran ay tumatagal ng 2 minuto, at ang paggalugad sa mga halimbawa ay nangangailangan ng 1-3 oras depende sa lalim ng pag-explore. -> **Mabilis na Simula** +> **Mabilis na Pagsisimula** +> +> 1. I-fork ang repositoryong ito sa iyong GitHub account +> 2. I-click ang **Code** → tab na **Codespaces** → **...** → **New with options...** +> 3. Gamitin ang mga default – pipiliin nito ang Development container na ginawa para sa kursong ito +> 4. I-click ang **Create codespace** +> 5. Maghintay ng mga ~2 minuto para maging handa ang kapaligiran +> 6. Tumalon diretso sa [Ang unang halimbawa](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -1. I-fork ang repository na ito sa iyong GitHub account -2. I-click ang **Code** → tab na **Codespaces** → **...** → **New with options...** -3. Gamitin ang mga default – pipiliin nito ang Development container na ginawa para sa kursong ito -4. I-click ang **Create codespace** -5. Maghintay ng ~2 minuto para maging handa ang kapaligiran -6. Direktang pumunta sa [Ang unang halimbawa](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) - -> **Mas Gusto Mo Bang I-clone Lokal?** +> **Mas Gusto Mong I-clone Nang Lokal?** > -> Kasama sa repository na ito ang 50+ na pagsasalin ng wika na malaki ang dagdag sa laki ng download. Para mag-clone nang walang mga pagsasalin, gamitin ang sparse checkout: -> ```bash +> Kasama sa repositoryong ito ang 50+ na pagsasalin ng wika na makabuluhang nagpapalaki ng laki ng download. Upang i-clone nang walang mga pagsasalin, gumamit ng sparse checkout: +> > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Bibigyan ka nito ng lahat ng kailangan mo para matapos ang kurso nang mas mabilis ang pag-download. - +> Binibigyan ka nito ng lahat ng kailangan mo para matapos ang kurso nang mas mabilis ang pag-download. ## Suporta sa Maramihang Wika -### Sinusuportahan sa pamamagitan ng GitHub Action (Awtomatiko at Laging Napapanahon) +### Sinusuportahan sa pamamagitan ng GitHub Action (Awtomatik at Laging Napapanahon) [Arabic](../ar/README.md) | [Bengali](../bn/README.md) | [Bulgarian](../bg/README.md) | [Burmese (Myanmar)](../my/README.md) | [Chinese (Simplified)](../zh/README.md) | [Chinese (Traditional, Hong Kong)](../hk/README.md) | [Chinese (Traditional, Macau)](../mo/README.md) | [Chinese (Traditional, Taiwan)](../tw/README.md) | [Croatian](../hr/README.md) | [Czech](../cs/README.md) | [Danish](../da/README.md) | [Dutch](../nl/README.md) | [Estonian](../et/README.md) | [Finnish](../fi/README.md) | [French](../fr/README.md) | [German](../de/README.md) | [Greek](../el/README.md) | [Hebrew](../he/README.md) | [Hindi](../hi/README.md) | [Hungarian](../hu/README.md) | [Indonesian](../id/README.md) | [Italian](../it/README.md) | [Japanese](../ja/README.md) | [Kannada](../kn/README.md) | [Korean](../ko/README.md) | [Lithuanian](../lt/README.md) | [Malay](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepali](../ne/README.md) | [Nigerian Pidgin](../pcm/README.md) | [Norwegian](../no/README.md) | [Persian (Farsi)](../fa/README.md) | [Polish](../pl/README.md) | [Portuguese (Brazil)](../br/README.md) | [Portuguese (Portugal)](../pt/README.md) | [Punjabi (Gurmukhi)](../pa/README.md) | [Romanian](../ro/README.md) | [Russian](../ru/README.md) | [Serbian (Cyrillic)](../sr/README.md) | [Slovak](../sk/README.md) | [Slovenian](../sl/README.md) | [Spanish](../es/README.md) | [Swahili](../sw/README.md) | [Swedish](../sv/README.md) | [Tagalog (Filipino)](./README.md) | [Tamil](../ta/README.md) | [Telugu](../te/README.md) | [Thai](../th/README.md) | [Turkish](../tr/README.md) | [Ukrainian](../uk/README.md) | [Urdu](../ur/README.md) | [Vietnamese](../vi/README.md) -## Estruktura ng Kurso at Landas ng Pagkatuto +## Istruktura ng Kurso at Landas ng Pagkatuto ### **Kabanata 1: Panimula sa Generative AI** -- **Pangunahing Konsepto**: Pag-unawa sa Malalaking Modelo ng Wika, tokens, embeddings, at kakayahan ng AI -- **Java AI Ecosystem**: Pangkalahatang-ideya ng Spring AI at OpenAI SDKs +- **Pangunahing Konsepto**: Pag-unawa sa Malalaking Modelong Pangwika, tokens, embeddings, at mga kakayahan ng AI +- **Ecosystem ng Java AI**: Pangkalahatang-ideya ng Spring AI at OpenAI SDKs - **Model Context Protocol**: Panimula sa MCP at ang papel nito sa komunikasyon ng AI agent -- **Praktikal na Aplikasyon**: Mga totoong senaryo kabilang ang chatbots at paglikha ng nilalaman +- **Mga Praktikal na Aplikasyon**: Mga totoong senaryo kabilang ang chatbots at pagbuo ng nilalaman - **[→ Simulan ang Kabanata 1](./01-IntroToGenAI/README.md)** -### **Kabanata 2: Pag-setup ng Development Environment** -- **Multi-Provider Configuration**: I-setup ang GitHub Models, Azure OpenAI, at OpenAI Java SDK integrations -- **Spring Boot + Spring AI**: Mga pinakamahusay na kasanayan para sa pagbuo ng enterprise AI application +### **Kabanata 2: Pagsasaayos ng Development Environment** +- **Multi-Provider Configuration**: Pagsaayos ng GitHub Models, Azure OpenAI, at OpenAI Java SDK integrations +- **Spring Boot + Spring AI**: Mga pinakamahusay na kasanayan para sa enterprise AI application development - **GitHub Models**: Libreng access sa AI model para sa prototyping at pag-aaral (hindi kailangan ng credit card) -- **Mga Kagamitan sa Development**: Docker containers, VS Code, at GitHub Codespaces configuration +- **Mga Tool sa Pag-develop**: Docker containers, VS Code, at pagsasaayos ng GitHub Codespaces - **[→ Simulan ang Kabanata 2](./02-SetupDevEnvironment/README.md)** ### **Kabanata 3: Pangunahing Teknik sa Generative AI** -- **Prompt Engineering**: Mga teknik para sa pinakamainam na tugon ng AI model -- **Embeddings at Vector Operations**: Magpatupad ng semantic search at similarity matching -- **Retrieval-Augmented Generation (RAG)**: Pagsamahin ang AI sa iyong sariling mga pinagkukunan ng data -- **Function Calling**: Palawakin ang kakayahan ng AI gamit ang custom na mga tool at plugin +- **Prompt Engineering**: Mga teknik para sa pinakamahusay na tugon mula sa AI model +- **Embeddings & Vector Operations**: Magpatupad ng semantic search at similarity matching +- **Retrieval-Augmented Generation (RAG)**: Pagsamahin ang AI sa iyong sariling mga pinagkukunan ng datos +- **Function Calling**: Palawakin ang kakayahan ng AI gamit ang custom tools at plugins - **[→ Simulan ang Kabanata 3](./03-CoreGenerativeAITechniques/README.md)** -### **Kabanata 4: Praktikal na Aplikasyon at mga Proyekto** -- **Pet Story Generator** (`petstory/`): Malikhaing paglikha ng nilalaman gamit ang GitHub Models +### **Kabanata 4: Mga Praktikal na Aplikasyon at Proyekto** +- **Pet Story Generator** (`petstory/`): Malikhaing pagbuo ng nilalaman gamit ang GitHub Models - **Foundry Local Demo** (`foundrylocal/`): Lokal na integrasyon ng AI model gamit ang OpenAI Java SDK - **MCP Calculator Service** (`calculator/`): Pangunahing implementasyon ng Model Context Protocol gamit ang Spring AI - **[→ Simulan ang Kabanata 4](./04-PracticalSamples/README.md)** -### **Kabanata 5: Responsableng Pagbuo ng AI** -- **GitHub Models Safety**: Subukan ang built-in na content filtering at safety mechanisms (hard blocks at soft refusals) -- **Responsableng AI Demo**: Hands-on na halimbawa na nagpapakita kung paano gumagana ang mga modernong sistema ng kaligtasan ng AI sa praktika -- **Pinakamahusay na Kasanayan**: Mahahalagang gabay para sa etikal na pagbuo at deployment ng AI +### **Kabanata 5: Responsableng Pag-develop ng AI** +- **Kaligtasan ng GitHub Models**: Subukan ang built-in na content filtering at mga mekanismo ng kaligtasan (hard blocks at soft refusals) +- **Responsible AI Demo**: Hands-on na halimbawa na nagpapakita kung paano gumagana ang modernong AI safety systems sa praktika +- **Mga Pinakamahuhusay na Gawin**: Mahahalagang patnubay para sa etikal na pag-develop at pag-deploy ng AI - **[→ Simulan ang Kabanata 5](./05-ResponsibleGenAI/README.md)** ## Karagdagang Mga Mapagkukunan ### LangChain -[![LangChain4j para sa mga Nagsisimula](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js para sa mga Nagsisimula](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD para sa mga Nagsisimula](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI para sa mga Nagsisimula](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP para sa mga Nagsisimula](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents para sa mga Nagsisimula](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Generative AI Series -[![Generative AI para sa mga Nagsisimula](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) @@ -103,35 +102,35 @@ CO_OP_TRANSLATOR_METADATA: --- ### Pangunahing Pagkatuto -[![ML para sa mga Nagsisimula](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science para sa mga Nagsisimula](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI para sa mga Nagsisimula](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![Cybersecurity para sa mga Nagsisimula](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Web Dev para sa mga Nagsisimula](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) [![IoT para sa mga Nagsisimula](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development para sa mga Nagsisimula](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Pag-develop ng XR para sa mga Nagsisimula](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Copilot Series +### Serye ng Copilot [![Copilot para sa AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![Copilot para sa C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Pakikipagsapalaran ng Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Pagkuha ng Tulong +## Kumuha ng Tulong -Kung ikaw ay natigil o may mga tanong tungkol sa paggawa ng mga AI app. Sumali sa mga kapwa nag-aaral at mga bihasang developer sa mga talakayan tungkol sa MCP. Ito ay isang suportadong komunidad kung saan malugod ang mga tanong at malayang ibinabahagi ang kaalaman. +Kung ikaw ay nahihirapan o may mga tanong tungkol sa pagbuo ng mga AI app. Sumali sa mga kapwa nag-aaral at may karanasang mga developer sa mga talakayan tungkol sa MCP. Ito ay isang sumusuportang komunidad kung saan tinatanggap ang mga tanong at malayang naibabahagi ang kaalaman. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord ng Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Kung mayroon kang puna tungkol sa produkto o mga error habang nagtatayo, bisitahin: +Kung mayroon kang puna sa produkto o mga error habang nagbuo, bisitahin: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Forum ng Microsoft Foundry para sa mga Developer](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- **Paunawa**: -Ang dokumentong ito ay isinalin gamit ang serbisyong AI na pagsasalin [Co-op Translator](https://github.com/Azure/co-op-translator). Bagamat nagsusumikap kami para sa katumpakan, pakatandaan na ang mga awtomatikong pagsasalin ay maaaring maglaman ng mga pagkakamali o di-tumpak na impormasyon. Ang orihinal na dokumento sa orihinal nitong wika ang dapat ituring na pangunahing sanggunian. Para sa mahahalagang impormasyon, inirerekomenda ang propesyonal na pagsasalin ng tao. Hindi kami mananagot sa anumang hindi pagkakaunawaan o maling interpretasyon na maaaring magmula sa paggamit ng pagsasaling ito. +Ang dokumentong ito ay isinalin gamit ang AI translation service [Co-op Translator](https://github.com/Azure/co-op-translator). Bagaman sinisikap namin ang katumpakan, pakitandaan na ang awtomatikong pagsasalin ay maaaring maglaman ng mga pagkakamali o di-tumpak na bahagi. Ang orihinal na dokumento sa orihinal nitong wika ang dapat ituring na opisyal na sanggunian. Para sa mahahalagang impormasyon, inirerekomenda ang propesyonal na pagsasalin na ginawa ng tao. Hindi kami mananagot sa anumang hindi pagkakaunawaan o maling interpretasyon na nagmumula sa paggamit ng pagsasaling ito. \ No newline at end of file diff --git a/translations/tr/README.md b/translations/tr/README.md index 7ca8ed07..922745bb 100644 --- a/translations/tr/README.md +++ b/translations/tr/README.md @@ -1,37 +1,37 @@ -# Yeni Başlayanlar için Üretken Yapay Zeka - Java Sürümü +# Başlangıç Düzeyi Üretken Yapay Zeka - Java Sürümü [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Yeni Başlayanlar için Üretken Yapay Zeka - Java Sürümü](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.tr.png) +![Başlangıç Düzeyi Üretken Yapay Zeka - Java Sürümü](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.tr.png) -**Zaman Taahhüdü**: Tüm atölye çevrimiçi olarak yerel kurulum olmadan tamamlanabilir. Ortam kurulumu 2 dakika sürer, örnekleri keşfetmek ise keşif derinliğine bağlı olarak 1-3 saat gerektirir. +**Zaman Taahhüdü**: Atölyenin tamamı yerel kurulum gerektirmeden çevrimiçi tamamlanabilir. Ortam kurulumu 2 dakika sürer, örnekleri keşfetmek 1-3 saat gerektirir (keşif derinliğine bağlı olarak). -> **Hızlı Başlangıç** +> **Hızlı Başlangıç** -1. Bu depoyu GitHub hesabınıza çatallayın +1. Bu depoyu GitHub hesabınıza fork'layın 2. **Code** → **Codespaces** sekmesine tıklayın → **...** → **New with options...** -3. Varsayılanları kullanın – bu, bu kurs için oluşturulan Geliştirme konteynerini seçecektir -4. **Create codespace** butonuna tıklayın -5. Ortamın hazır olması için yaklaşık 2 dakika bekleyin -6. Doğrudan [İlk örneğe](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) atlayın +3. Varsayılanları kullanın – bu, bu kurs için oluşturulan Development container'ı seçecektir +4. **Create codespace**'e tıklayın +5. Ortamın hazır olması için ~2 dakika bekleyin +6. Doğrudan [İlk örneğe](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) geçin -> **Yerelde Klonlamayı Tercih Ediyor musunuz?** +> **Yerel olarak klonlamayı mı tercih edersiniz?** > -> Bu depo 50+ dil çevirisi içerir ve bu da indirme boyutunu önemli ölçüde artırır. Çeviriler olmadan klonlamak için sparse checkout kullanın: +> Bu depo 50'den fazla dil çevirisi içerir ve bu, indirme boyutunu önemli ölçüde artırır. Çeviriler olmadan klonlamak için sparse checkout kullanın: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Bu, kursu tamamlamak için ihtiyacınız olan her şeyi çok daha hızlı bir indirme ile sağlar. +> Bu, kursu tamamlamanız için gereken her şeyi çok daha hızlı bir indirme ile sağlar. ## Çok Dilli Destek @@ -39,42 +39,42 @@ CO_OP_TRANSLATOR_METADATA: ### GitHub Action ile Desteklenir (Otomatik ve Her Zaman Güncel) -[Arapça](../ar/README.md) | [Bengalce](../bn/README.md) | [Bulgarca](../bg/README.md) | [Birmanca (Myanmar)](../my/README.md) | [Çince (Basitleştirilmiş)](../zh/README.md) | [Çince (Geleneksel, Hong Kong)](../hk/README.md) | [Çince (Geleneksel, Makao)](../mo/README.md) | [Çince (Geleneksel, Tayvan)](../tw/README.md) | [Hırvatça](../hr/README.md) | [Çekçe](../cs/README.md) | [Danca](../da/README.md) | [Flemenkçe](../nl/README.md) | [Estonca](../et/README.md) | [Fince](../fi/README.md) | [Fransızca](../fr/README.md) | [Almanca](../de/README.md) | [Yunanca](../el/README.md) | [İbranice](../he/README.md) | [Hintçe](../hi/README.md) | [Macarca](../hu/README.md) | [Endonezce](../id/README.md) | [İtalyanca](../it/README.md) | [Japonca](../ja/README.md) | [Kannada](../kn/README.md) | [Korece](../ko/README.md) | [Litvanca](../lt/README.md) | [Malayca](../ms/README.md) | [Malayalamca](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalce](../ne/README.md) | [Nijerya Pidgin](../pcm/README.md) | [Norveççe](../no/README.md) | [Farsça (Persçe)](../fa/README.md) | [Lehçe](../pl/README.md) | [Portekizce (Brezilya)](../br/README.md) | [Portekizce (Portekiz)](../pt/README.md) | [Pencapça (Gurmukhi)](../pa/README.md) | [Rumence](../ro/README.md) | [Rusça](../ru/README.md) | [Sırpça (Kiril)](../sr/README.md) | [Slovakça](../sk/README.md) | [Slovence](../sl/README.md) | [İspanyolca](../es/README.md) | [Svahili](../sw/README.md) | [İsveççe](../sv/README.md) | [Tagalogca (Filipince)](../tl/README.md) | [Tamilce](../ta/README.md) | [Telugu](../te/README.md) | [Tayca](../th/README.md) | [Türkçe](./README.md) | [Ukraynaca](../uk/README.md) | [Urduca](../ur/README.md) | [Vietnamca](../vi/README.md) +[Arapça](../ar/README.md) | [Bengalce](../bn/README.md) | [Bulgarca](../bg/README.md) | [Burmaca (Myanmar)](../my/README.md) | [Çince (Basitleştirilmiş)](../zh/README.md) | [Çince (Geleneksel, Hong Kong)](../hk/README.md) | [Çince (Geleneksel, Makao)](../mo/README.md) | [Çince (Geleneksel, Tayvan)](../tw/README.md) | [Hırvatça](../hr/README.md) | [Çekçe](../cs/README.md) | [Danca](../da/README.md) | [Felemenkçe](../nl/README.md) | [Estonca](../et/README.md) | [Fince](../fi/README.md) | [Fransızca](../fr/README.md) | [Almanca](../de/README.md) | [Yunanca](../el/README.md) | [İbranice](../he/README.md) | [Hintçe](../hi/README.md) | [Macarca](../hu/README.md) | [Endonezce](../id/README.md) | [İtalyanca](../it/README.md) | [Japonca](../ja/README.md) | [Kannada](../kn/README.md) | [Korece](../ko/README.md) | [Litvanca](../lt/README.md) | [Malayca](../ms/README.md) | [Malayalam](../ml/README.md) | [Marathi](../mr/README.md) | [Nepalce](../ne/README.md) | [Nijerya Pidgin](../pcm/README.md) | [Norveççe](../no/README.md) | [Farsça (Farsi)](../fa/README.md) | [Lehçe](../pl/README.md) | [Portekizce (Brezilya)](../br/README.md) | [Portekizce (Portekiz)](../pt/README.md) | [Pencapça (Gurmukhi)](../pa/README.md) | [Romence](../ro/README.md) | [Rusça](../ru/README.md) | [Sırpça (Kiril)](../sr/README.md) | [Slovakça](../sk/README.md) | [Slovence](../sl/README.md) | [İspanyolca](../es/README.md) | [Svahili](../sw/README.md) | [İsveççe](../sv/README.md) | [Tagalog (Filipince)](../tl/README.md) | [Tamilce](../ta/README.md) | [Telugu](../te/README.md) | [Tayca](../th/README.md) | [Türkçe](./README.md) | [Ukraynaca](../uk/README.md) | [Urduca](../ur/README.md) | [Vietnamca](../vi/README.md) ## Kurs Yapısı ve Öğrenme Yolu ### **Bölüm 1: Üretken Yapay Zekaya Giriş** -- **Temel Kavramlar**: Büyük Dil Modelleri, tokenlar, gömme (embedding) ve yapay zeka yeteneklerinin anlaşılması -- **Java AI Ekosistemi**: Spring AI ve OpenAI SDK'larının genel bakışı -- **Model Context Protokolü**: MCP'ye giriş ve AI ajan iletişimindeki rolü -- **Pratik Uygulamalar**: Sohbet botları ve içerik üretimi gibi gerçek dünya senaryoları -- **[→ Bölüm 1'e Başla](./01-IntroToGenAI/README.md)** +- **Temel Kavramlar**: Büyük Dil Modellerini, token'ları, gömme (embeddings) ve yapay zeka yeteneklerini anlama +- **Java AI Ekosistemi**: Spring AI ve OpenAI SDK'larının genel görünümü +- **Model Context Protocol (MCP)**: MCP'ye giriş ve AI ajan iletişimindeki rolü +- **Pratik Uygulamalar**: Sohbet botları ve içerik üretimi dahil gerçek dünya senaryoları +- **[→ Bölüm 1'i Başlat](./01-IntroToGenAI/README.md)** ### **Bölüm 2: Geliştirme Ortamı Kurulumu** -- **Çoklu Sağlayıcı Yapılandırması**: GitHub Modelleri, Azure OpenAI ve OpenAI Java SDK entegrasyonlarının kurulumu -- **Spring Boot + Spring AI**: Kurumsal AI uygulama geliştirme için en iyi uygulamalar -- **GitHub Modelleri**: Prototip oluşturma ve öğrenme için ücretsiz AI model erişimi (kredi kartı gerektirmez) +- **Çok Sağlayıcı Yapılandırması**: GitHub Models, Azure OpenAI ve OpenAI Java SDK entegrasyonlarını kurma +- **Spring Boot + Spring AI**: Kurumsal yapay zeka uygulama geliştirme için en iyi uygulamalar +- **GitHub Models**: Prototipleme ve öğrenme için ücretsiz AI model erişimi (kredi kartı gerekmiyor) - **Geliştirme Araçları**: Docker konteynerleri, VS Code ve GitHub Codespaces yapılandırması - **[→ Bölüm 2'ye Başla](./02-SetupDevEnvironment/README.md)** ### **Bölüm 3: Temel Üretken Yapay Zeka Teknikleri** -- **Prompt Mühendisliği**: AI model yanıtları için en iyi teknikler -- **Gömme ve Vektör İşlemleri**: Anlamsal arama ve benzerlik eşleştirme uygulamaları -- **Retrieval-Augmented Generation (RAG)**: AI'yı kendi veri kaynaklarınızla birleştirme -- **Fonksiyon Çağrısı**: AI yeteneklerini özel araçlar ve eklentilerle genişletme +- **Prompt Mühendisliği**: AI modelinden optimal yanıtlar almak için teknikler +- **Embeddingler ve Vektör İşlemleri**: Anlamsal arama ve benzerlik eşleştirmeyi uygulama +- **Retrieval-Augmented Generation (RAG)**: AI'yi kendi veri kaynaklarınızla birleştirme +- **Fonksiyon Çağırma**: Özel araçlar ve eklentilerle AI yeteneklerini genişletme - **[→ Bölüm 3'e Başla](./03-CoreGenerativeAITechniques/README.md)** ### **Bölüm 4: Pratik Uygulamalar ve Projeler** -- **Evcil Hayvan Hikayesi Üreticisi** (`petstory/`): GitHub Modelleri ile yaratıcı içerik üretimi -- **Foundry Yerel Demo** (`foundrylocal/`): OpenAI Java SDK ile yerel AI modeli entegrasyonu -- **MCP Hesaplayıcı Servisi** (`calculator/`): Spring AI ile temel Model Context Protokolü uygulaması +- **Pet Story Generator** (`petstory/`): GitHub Models ile yaratıcı içerik oluşturma +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK ile yerel AI model entegrasyonu +- **MCP Calculator Service** (`calculator/`): Spring AI ile temel Model Context Protocol uygulaması - **[→ Bölüm 4'e Başla](./04-PracticalSamples/README.md)** -### **Bölüm 5: Sorumlu AI Geliştirme** -- **GitHub Modelleri Güvenliği**: Yerleşik içerik filtreleme ve güvenlik mekanizmalarını test etme (sert engeller ve yumuşak reddetmeler) +### **Bölüm 5: Sorumlu Yapay Zeka Geliştirme** +- **GitHub Models Güvenliği**: Dahili içerik filtreleme ve güvenlik mekanizmalarını test etme (sert engellemeler ve yumuşak reddetmeler) - **Sorumlu AI Demo**: Modern AI güvenlik sistemlerinin pratikte nasıl çalıştığını gösteren uygulamalı örnek -- **En İyi Uygulamalar**: Etik AI geliştirme ve dağıtım için temel rehberler +- **En İyi Uygulamalar**: Etik AI geliştirme ve dağıtımı için temel kılavuzlar - **[→ Bölüm 5'e Başla](./05-ResponsibleGenAI/README.md)** ## Ek Kaynaklar @@ -103,9 +103,9 @@ CO_OP_TRANSLATOR_METADATA: --- ### Temel Öğrenme -[![Yeni Başlayanlar için ML](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Yeni Başlayanlar için Makine Öğrenimi](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) [![Yeni Başlayanlar için Veri Bilimi](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![Yeni Başlayanlar için AI](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![Yeni Başlayanlar için Yapay Zeka](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Yeni Başlayanlar için Siber Güvenlik](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Yeni Başlayanlar için Web Geliştirme](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) [![Yeni Başlayanlar için IoT](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) @@ -114,24 +114,24 @@ CO_OP_TRANSLATOR_METADATA: --- ### Copilot Serisi -[![Yapay Zeka Eşliğinde Programlama için Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Yapay Zeka Eşli Programlama için Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) [![C#/.NET için Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) [![Copilot Macerası](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Yardım Alma +## Yardım Almak -Yapay zeka uygulamaları geliştirirken takılırsanız veya herhangi bir sorunuz olursa, MCP hakkında tartışmalara katılmak için diğer öğrenenler ve deneyimli geliştiricilerle buluşun. Soruların hoş karşılandığı ve bilginin özgürce paylaşıldığı destekleyici bir topluluktur. +Eğer yapay zeka uygulamaları geliştirirken takılırsanız veya herhangi bir sorunuz olursa. MCP hakkında tartışmalara diğer öğrenenler ve deneyimli geliştiricilerle katılın. Soruların memnuniyetle karşılandığı ve bilginin özgürce paylaşıldığı destekleyici bir topluluktur. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry Discord Sunucusu](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Ürün geri bildirimi veya geliştirme sırasında karşılaştığınız hatalar için ziyaret edin: +Eğer ürünle ilgili geri bildirimleriniz veya geliştirme sırasında karşılaştığınız hatalar varsa ziyaret edin: [![Microsoft Foundry Geliştirici Forumu](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Feragatname**: -Bu belge, AI çeviri servisi [Co-op Translator](https://github.com/Azure/co-op-translator) kullanılarak çevrilmiştir. Doğruluk için çaba gösterilse de, otomatik çevirilerin hatalar veya yanlışlıklar içerebileceğini lütfen unutmayın. Orijinal belge, kendi dilinde yetkili kaynak olarak kabul edilmelidir. Kritik bilgiler için profesyonel insan çevirisi önerilir. Bu çevirinin kullanımı sonucu oluşabilecek yanlış anlamalar veya yorum hatalarından sorumlu değiliz. +**Feragatname**: +Bu belge, yapay zeka çeviri hizmeti [Co-op Translator](https://github.com/Azure/co-op-translator) kullanılarak çevrilmiştir. Doğruluk için çaba göstermemize rağmen, otomatik çevirilerin hatalar veya yanlışlıklar içerebileceğini lütfen unutmayın. Orijinal belge, ana dilindeki haliyle yetkili kaynak olarak kabul edilmelidir. Kritik bilgiler için profesyonel insan çevirisi önerilir. Bu çevirinin kullanılmasından kaynaklanan herhangi bir yanlış anlama veya yanlış yorumdan sorumlu değiliz. \ No newline at end of file diff --git a/translations/tw/README.md b/translations/tw/README.md index 6f0061b0..bb7f9af0 100644 --- a/translations/tw/README.md +++ b/translations/tw/README.md @@ -1,103 +1,104 @@ -# Generative AI for Beginners - Java 版 -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# 生成式 AI 初學者指南 - Java 版 +[![Microsoft Foundry 的 Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Generative AI for Beginners - Java 版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.tw.png) +![生成式 AI 初學者指南 - Java 版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.tw.png) -**時間投入**：整個工作坊可在線完成，無需本地設置。環境設置約需 2 分鐘，探索範例則依探索深度需 1-3 小時。 +**時間投入**：整個工作坊可在線上完成，無需本機設定。環境設定約需 2 分鐘，瀏覽範例視探索深度需要 1–3 小時。 -> **快速開始** +> **快速開始** -1. 將此存儲庫分叉到您的 GitHub 帳戶 -2. 點擊 **Code** → **Codespaces** 標籤 → **...** → **New with options...** -3. 使用預設值 – 這將選擇為本課程建立的開發容器 -4. 點擊 **Create codespace** -5. 等待約 2 分鐘，環境即準備就緒 -6. 直接跳至 [第一個範例](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +1. 將此儲存庫 Fork 到你的 GitHub 帳戶 +2. 點選 **Code** → **Codespaces** 標籤 → **...** → **New with options...** +3. 使用預設值 — 這會選擇為本課程建立的開發容器 +4. 點選 **Create codespace** +5. 等待約 2 分鐘，環境即會就緒 +6. 直接前往 [→ 開始第2章](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **偏好本地克隆？** +> **想要在本機 Clone？** > -> 本存儲庫包含 50 多種語言翻譯，顯著增加下載大小。若要不含翻譯克隆，請使用稀疏檢出： +> 此儲存庫包含 50+ 種語言的翻譯，會大幅增加下載大小。若要在沒有翻譯檔案的情況下 clone，請使用 sparse checkout： > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> 這樣您將獲得完成課程所需的一切，且下載速度更快。 +> 這會提供完成課程所需的一切，且下載速度更快。 + ## 多語言支援 -### 透過 GitHub Action 支援（自動且始終最新） +### 透過 GitHub Action 支援（自動化且隨時更新） -[阿拉伯語](../ar/README.md) | [孟加拉語](../bn/README.md) | [保加利亞語](../bg/README.md) | [緬甸語 (Myanmar)](../my/README.md) | [中文 (簡體)](../zh/README.md) | [中文 (繁體，香港)](../hk/README.md) | [中文 (繁體，澳門)](../mo/README.md) | [中文 (繁體，台灣)](./README.md) | [克羅埃西亞語](../hr/README.md) | [捷克語](../cs/README.md) | [丹麥語](../da/README.md) | [荷蘭語](../nl/README.md) | [愛沙尼亞語](../et/README.md) | [芬蘭語](../fi/README.md) | [法語](../fr/README.md) | [德語](../de/README.md) | [希臘語](../el/README.md) | [希伯來語](../he/README.md) | [印地語](../hi/README.md) | [匈牙利語](../hu/README.md) | [印尼語](../id/README.md) | [義大利語](../it/README.md) | [日語](../ja/README.md) | [坎納達語](../kn/README.md) | [韓語](../ko/README.md) | [立陶宛語](../lt/README.md) | [馬來語](../ms/README.md) | [馬拉雅拉姆語](../ml/README.md) | [馬拉地語](../mr/README.md) | [尼泊爾語](../ne/README.md) | [奈及利亞皮欽語](../pcm/README.md) | [挪威語](../no/README.md) | [波斯語 (法爾西語)](../fa/README.md) | [波蘭語](../pl/README.md) | [葡萄牙語 (巴西)](../br/README.md) | [葡萄牙語 (葡萄牙)](../pt/README.md) | [旁遮普語 (Gurmukhi)](../pa/README.md) | [羅馬尼亞語](../ro/README.md) | [俄語](../ru/README.md) | [塞爾維亞語 (西里爾字母)](../sr/README.md) | [斯洛伐克語](../sk/README.md) | [斯洛文尼亞語](../sl/README.md) | [西班牙語](../es/README.md) | [斯瓦希里語](../sw/README.md) | [瑞典語](../sv/README.md) | [他加祿語 (菲律賓語)](../tl/README.md) | [泰米爾語](../ta/README.md) | [泰盧固語](../te/README.md) | [泰語](../th/README.md) | [土耳其語](../tr/README.md) | [烏克蘭語](../uk/README.md) | [烏爾都語](../ur/README.md) | [越南語](../vi/README.md) +[阿拉伯語](../ar/README.md) | [孟加拉語](../bn/README.md) | [保加利亞語](../bg/README.md) | [緬甸語（緬甸）](../my/README.md) | [中文（簡體）](../zh/README.md) | [中文（繁體，香港）](../hk/README.md) | [中文（繁體，澳門）](../mo/README.md) | [中文（繁體，台灣）](./README.md) | [克羅埃西亞語](../hr/README.md) | [捷克語](../cs/README.md) | [丹麥語](../da/README.md) | [荷蘭語](../nl/README.md) | [愛沙尼亞語](../et/README.md) | [芬蘭語](../fi/README.md) | [法語](../fr/README.md) | [德語](../de/README.md) | [希臘語](../el/README.md) | [希伯來語](../he/README.md) | [印地語](../hi/README.md) | [匈牙利語](../hu/README.md) | [印尼語](../id/README.md) | [義大利語](../it/README.md) | [日語](../ja/README.md) | [坎那達語](../kn/README.md) | [韓語](../ko/README.md) | [立陶宛語](../lt/README.md) | [馬來語](../ms/README.md) | [馬拉雅拉姆語](../ml/README.md) | [馬拉地語](../mr/README.md) | [尼泊爾語](../ne/README.md) | [尼日利亞皮欽語](../pcm/README.md) | [挪威語](../no/README.md) | [波斯語（法爾西）](../fa/README.md) | [波蘭語](../pl/README.md) | [葡萄牙語（巴西）](../br/README.md) | [葡萄牙語（葡萄牙）](../pt/README.md) | [旁遮普語（Gurmukhi）](../pa/README.md) | [羅馬尼亞語](../ro/README.md) | [俄語](../ru/README.md) | [塞爾維亞語（西里爾文）](../sr/README.md) | [斯洛伐克語](../sk/README.md) | [斯洛維尼亞語](../sl/README.md) | [西班牙語](../es/README.md) | [斯瓦希里語](../sw/README.md) | [瑞典語](../sv/README.md) | [他加祿語（菲律賓語）](../tl/README.md) | [泰米爾語](../ta/README.md) | [泰盧固語](../te/README.md) | [泰語](../th/README.md) | [土耳其語](../tr/README.md) | [烏克蘭語](../uk/README.md) | [烏爾都語](../ur/README.md) | [越南語](../vi/README.md) ## 課程結構與學習路徑 -### **第 1 章：生成式 AI 簡介** -- **核心概念**：理解大型語言模型、標記、嵌入向量與 AI 能力 -- **Java AI 生態系統**：Spring AI 與 OpenAI SDK 概覽 -- **模型上下文協議**：MCP 介紹及其在 AI 代理通訊中的角色 -- **實務應用**：包含聊天機器人與內容生成的真實案例 -- **[→ 開始第 1 章](./01-IntroToGenAI/README.md)** - -### **第 2 章：開發環境設置** -- **多供應商配置**：設置 GitHub Models、Azure OpenAI 與 OpenAI Java SDK 整合 -- **Spring Boot + Spring AI**：企業 AI 應用開發最佳實踐 -- **GitHub Models**：免費 AI 模型存取，用於原型設計與學習（無需信用卡） -- **開發工具**：Docker 容器、VS Code 與 GitHub Codespaces 配置 -- **[→ 開始第 2 章](./02-SetupDevEnvironment/README.md)** - -### **第 3 章：核心生成式 AI 技術** -- **提示工程**：優化 AI 模型回應的技巧 -- **嵌入向量與向量運算**：實作語義搜尋與相似度匹配 -- **檢索增強生成 (RAG)**：結合 AI 與您自己的資料來源 -- **函式呼叫**：使用自訂工具與插件擴展 AI 功能 -- **[→ 開始第 3 章](./03-CoreGenerativeAITechniques/README.md)** - -### **第 4 章：實務應用與專案** -- **寵物故事生成器** (`petstory/`)：使用 GitHub Models 進行創意內容生成 -- **Foundry 本地示範** (`foundrylocal/`)：OpenAI Java SDK 的本地 AI 模型整合 -- **MCP 計算器服務** (`calculator/`)：使用 Spring AI 實作基本模型上下文協議 -- **[→ 開始第 4 章](./04-PracticalSamples/README.md)** - -### **第 5 章：負責任的 AI 開發** -- **GitHub Models 安全性**：測試內建內容過濾與安全機制（硬性封鎖與軟性拒絕） -- **負責任 AI 示範**：實作現代 AI 安全系統的實務範例 +### **第1章：生成式 AI 介紹** +- **核心概念**：了解大型語言模型、tokens、嵌入（embeddings）及 AI 能力 +- **Java AI 生態系**：Spring AI 與 OpenAI SDKs 概覽 +- **模型上下文協定**：介紹 MCP 及其在 AI 代理通訊中的角色 +- **實務應用**：實際情境，例如聊天機器人與內容生成 +- **[→ 開始第1章](./01-IntroToGenAI/README.md)** + +### **第2章：開發環境設定** +- **多供應者設定**：設定 GitHub Models、Azure OpenAI 與 OpenAI Java SDK 整合 +- **Spring Boot + Spring AI**：企業級 AI 應用開發最佳實務 +- **GitHub Models**：用於原型與學習的免費 AI 模型（不需信用卡） +- **開發工具**：Docker 容器、VS Code 與 GitHub Codespaces 設定 +- **[→ 開始第2章](./02-SetupDevEnvironment/README.md)** + +### **第3章：生成式 AI 核心技術** +- **提示工程**：取得最佳 AI 模型回應的技巧 +- **嵌入與向量運算**：實作語意搜尋與相似度比對 +- **檢索增強生成（RAG）**：將 AI 與你的資料來源結合 +- **函式呼叫**：透過自訂工具與外掛擴充 AI 能力 +- **[→ 開始第3章](./03-CoreGenerativeAITechniques/README.md)** + +### **第4章：實務應用與專案** +- **Pet Story Generator** (`petstory/`)：使用 GitHub Models 的創意內容生成 +- **Foundry Local Demo** (`foundrylocal/`)：使用 OpenAI Java SDK 的本地 AI 模型整合範例 +- **MCP Calculator Service** (`calculator/`)：使用 Spring AI 的基本 Model Context Protocol 實作 +- **[→ 開始第4章](./04-PracticalSamples/README.md)** + +### **第5章：負責任的 AI 開發** +- **GitHub Models 的安全性**：測試內建內容過濾與安全機制（硬性封鎖與軟性拒絕） +- **負責任 AI 示範**：實務範例展示現代 AI 安全系統如何運作 - **最佳實務**：倫理 AI 開發與部署的必要指引 -- **[→ 開始第 5 章](./05-ResponsibleGenAI/README.md)** +- **[→ 開始第5章](./05-ResponsibleGenAI/README.md)** -## 額外資源 +## 其他資源 ### LangChain -[![LangChain4j 初學者](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js 初學者](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j 初學者入門](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js 初學者入門](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD 初學者](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI 初學者](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP 初學者](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents 初學者](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD 初學者入門](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI 初學者入門](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP 初學者入門](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI 代理初學者入門](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### 生成式 AI 系列 [![生成式 AI 初學者](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![生成式 AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![生成式 AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![生成式 AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（.NET）](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（Java）](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![生成式 AI（JavaScript）](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- @@ -107,30 +108,30 @@ CO_OP_TRANSLATOR_METADATA: [![AI 初學者](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![資安初學者](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![網頁開發初學者](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![物聯網入門](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR 開發入門](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot 系列 -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot：AI 配對程式設計](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot：C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot 冒險](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## 尋求協助 +## 取得協助 -如果您遇到困難或對建立 AI 應用程式有任何疑問，歡迎加入其他學習者和經驗豐富的開發者，一同參與 MCP 的討論。這是一個支持性的社群，歡迎提問並自由分享知識。 +如果你遇到困難或對建立 AI 應用有任何問題，請加入與其他學習者及資深開發人員的討論。這是一個互助的社群，歡迎提問並自由分享知識。 [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -如果您在開發過程中有產品回饋或錯誤，請造訪： +如果您在開發過程中有產品回饋或遇到錯誤，請造訪： -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry 開發者論壇](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**免責聲明**： -本文件係使用 AI 翻譯服務 [Co-op Translator](https://github.com/Azure/co-op-translator) 進行翻譯。雖然我們致力於確保翻譯的準確性，但請注意，自動翻譯可能包含錯誤或不準確之處。原始文件的母語版本應視為權威來源。對於重要資訊，建議採用專業人工翻譯。我們不對因使用本翻譯而產生的任何誤解或誤譯負責。 +免責聲明： +本文件係使用 AI 翻譯服務 Co‑op Translator（https://github.com/Azure/co-op-translator）進行翻譯。儘管我們力求準確，但請注意，自動翻譯可能包含錯誤或不精確之處。原始文件之母語版本應被視為具權威性的版本。對於關鍵資訊，建議採用專業人工翻譯。我們不對因使用本翻譯所導致的任何誤解或誤釋承擔任何責任。 \ No newline at end of file diff --git a/translations/uk/README.md b/translations/uk/README.md index fe49863c..890b1ea0 100644 --- a/translations/uk/README.md +++ b/translations/uk/README.md @@ -1,80 +1,80 @@ -# Генеративний ШІ для Початківців - Java Версія +# Генеративний ШІ для початківців — видання Java [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Генеративний ШІ для Початківців - Java Версія](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.uk.png) +![Генеративний ШІ для початківців — видання Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.uk.png) -**Час на виконання**: Весь воркшоп можна пройти онлайн без локального налаштування. Налаштування середовища займає 2 хвилини, а ознайомлення з прикладами — від 1 до 3 годин залежно від глибини вивчення. +**Часові витрати**: Весь семінар можна пройти онлайн без локального налаштування. Налаштування середовища займає 2 хвилини, а ознайомлення з прикладами вимагає 1–3 години залежно від глибини вивчення. > **Швидкий старт** - -1. Форкніть цей репозиторій у свій акаунт GitHub -2. Натисніть **Code** → вкладка **Codespaces** → **...** → **New with options...** -3. Використайте налаштування за замовчуванням – це вибере контейнер розробки, створений для цього курсу -4. Натисніть **Create codespace** -5. Зачекайте приблизно 2 хвилини, поки середовище буде готове -6. Перейдіть безпосередньо до [Першого прикладу](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) - -> **Віддаєте перевагу клонувати локально?** +> +> 1. Відфоркніть цей репозиторій у свій обліковий запис GitHub +> 2. Натисніть **Code** → вкладку **Codespaces** → **...** → **New with options...** +> 3. Використовуйте значення за замовчуванням – це вибере Development container, створений для цього курсу +> 4. Натисніть **Create codespace** +> 5. Зачекайте приблизно 2 хвилини, доки середовище буде готове +> 6. Перейдіть безпосередньо до [першого прикладу](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) + +> **Віддаєте перевагу клонуванню локально?** > -> Цей репозиторій містить понад 50 мовних перекладів, що значно збільшує розмір завантаження. Щоб клонувати без перекладів, використовуйте sparse checkout: +> Цей репозиторій містить понад 50 перекладів мовами, що значно збільшує розмір завантаження. Щоб клонувати без перекладів, використовуйте sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> Це дасть вам усе необхідне для проходження курсу з набагато швидшим завантаженням. +> Це дає вам усе необхідне для проходження курсу з набагато швидшим завантаженням. -## Підтримка Багатьох Мов +## Підтримка кількох мов -### Підтримується через GitHub Action (Автоматично та Завжди Оновлено) +### Підтримується через GitHub Action (автоматично та завжди актуально) -[Арабська](../ar/README.md) | [Бенгальська](../bn/README.md) | [Болгарська](../bg/README.md) | [Бірманська (М’янма)](../my/README.md) | [Китайська (спрощена)](../zh/README.md) | [Китайська (традиційна, Гонконг)](../hk/README.md) | [Китайська (традиційна, Макао)](../mo/README.md) | [Китайська (традиційна, Тайвань)](../tw/README.md) | [Хорватська](../hr/README.md) | [Чеська](../cs/README.md) | [Данська](../da/README.md) | [Голландська](../nl/README.md) | [Естонська](../et/README.md) | [Фінська](../fi/README.md) | [Французька](../fr/README.md) | [Німецька](../de/README.md) | [Грецька](../el/README.md) | [Іврит](../he/README.md) | [Гінді](../hi/README.md) | [Угорська](../hu/README.md) | [Індонезійська](../id/README.md) | [Італійська](../it/README.md) | [Японська](../ja/README.md) | [Каннада](../kn/README.md) | [Корейська](../ko/README.md) | [Литовська](../lt/README.md) | [Малайська](../ms/README.md) | [Малаялам](../ml/README.md) | [Маратхі](../mr/README.md) | [Непальська](../ne/README.md) | [Нігерійський Піджин](../pcm/README.md) | [Норвезька](../no/README.md) | [Перська (Фарсі)](../fa/README.md) | [Польська](../pl/README.md) | [Португальська (Бразилія)](../br/README.md) | [Португальська (Португалія)](../pt/README.md) | [Пенджабі (Гурмухі)](../pa/README.md) | [Румунська](../ro/README.md) | [Російська](../ru/README.md) | [Сербська (кирилиця)](../sr/README.md) | [Словацька](../sk/README.md) | [Словенська](../sl/README.md) | [Іспанська](../es/README.md) | [Свахілі](../sw/README.md) | [Шведська](../sv/README.md) | [Тагальська (філіппінська)](../tl/README.md) | [Тамільська](../ta/README.md) | [Телугу](../te/README.md) | [Тайська](../th/README.md) | [Турецька](../tr/README.md) | [Українська](./README.md) | [Урду](../ur/README.md) | [В’єтнамська](../vi/README.md) +[Арабська](../ar/README.md) | [Бенгальська](../bn/README.md) | [Болгарська](../bg/README.md) | [Бірманська (М'янма)](../my/README.md) | [Китайська (спрощена)](../zh/README.md) | [Китайська (традиційна, Гонконг)](../hk/README.md) | [Китайська (традиційна, Макао)](../mo/README.md) | [Китайська (традиційна, Тайвань)](../tw/README.md) | [Хорватська](../hr/README.md) | [Чеська](../cs/README.md) | [Данська](../da/README.md) | [Нідерландська](../nl/README.md) | [Естонська](../et/README.md) | [Фінська](../fi/README.md) | [Французька](../fr/README.md) | [Німецька](../de/README.md) | [Грецька](../el/README.md) | [Іврит](../he/README.md) | [Гінді](../hi/README.md) | [Угорська](../hu/README.md) | [Індонезійська](../id/README.md) | [Італійська](../it/README.md) | [Японська](../ja/README.md) | [Каннада](../kn/README.md) | [Корейська](../ko/README.md) | [Литовська](../lt/README.md) | [Малайська](../ms/README.md) | [Малаялам](../ml/README.md) | [Маратхі](../mr/README.md) | [Непальська](../ne/README.md) | [Нігерійський піджин](../pcm/README.md) | [Норвезька](../no/README.md) | [Перська (фарсі)](../fa/README.md) | [Польська](../pl/README.md) | [Португальська (Бразилія)](../br/README.md) | [Португальська (Португалія)](../pt/README.md) | [Пенджабі (гурмукхі)](../pa/README.md) | [Румунська](../ro/README.md) | [Російська](../ru/README.md) | [Сербська (кирилиця)](../sr/README.md) | [Словацька](../sk/README.md) | [Словенська](../sl/README.md) | [Іспанська](../es/README.md) | [Свахілі](../sw/README.md) | [Шведська](../sv/README.md) | [Тагальська (філіппінська)](../tl/README.md) | [Тамільська](../ta/README.md) | [Телугу](../te/README.md) | [Тайська](../th/README.md) | [Турецька](../tr/README.md) | [Українська](./README.md) | [Урду](../ur/README.md) | [В’єтнамська](../vi/README.md) -## Структура Курсу та Навчальний Шлях +## Структура курсу та шлях навчання -### **Розділ 1: Вступ до Генеративного ШІ** -- **Основні поняття**: Розуміння великих мовних моделей, токенів, вбудов та можливостей ШІ -- **Екосистема Java AI**: Огляд Spring AI та OpenAI SDK -- **Протокол контексту моделі**: Вступ до MCP та його роль у комунікації агентів ШІ -- **Практичні застосування**: Реальні сценарії, включно з чатботами та генерацією контенту +### **Розділ 1: Вступ до генеративного ШІ** +- **Ключові поняття**: Розуміння великих мовних моделей, токенів, ембедингів та можливостей ШІ +- **Екосистема ШІ для Java**: Огляд Spring AI та OpenAI SDK +- **Протокол контексту моделі**: Вступ до MCP та його роль у взаємодії агентів ШІ +- **Практичні застосування**: Сценарії з реального життя, включаючи чат-ботів та генерацію контенту - **[→ Почати Розділ 1](./01-IntroToGenAI/README.md)** ### **Розділ 2: Налаштування середовища розробки** -- **Конфігурація з кількома провайдерами**: Налаштування GitHub Models, Azure OpenAI та OpenAI Java SDK -- **Spring Boot + Spring AI**: Кращі практики розробки корпоративних AI-додатків -- **GitHub Models**: Безкоштовний доступ до AI-моделей для прототипування та навчання (без кредитної картки) -- **Інструменти розробки**: Docker контейнери, VS Code та налаштування GitHub Codespaces +- **Конфігурація з кількома постачальниками**: Налаштуйте інтеграції GitHub Models, Azure OpenAI та OpenAI Java SDK +- **Spring Boot + Spring AI**: Кращі практики для розробки корпоративних застосунків ШІ +- **GitHub Models**: Безкоштовний доступ до моделей ШІ для прототипування та навчання (не потрібна кредитна картка) +- **Інструменти розробки**: Docker-контейнери, VS Code та налаштування GitHub Codespaces - **[→ Почати Розділ 2](./02-SetupDevEnvironment/README.md)** -### **Розділ 3: Основні техніки генеративного ШІ** -- **Інженерія підказок**: Техніки для оптимальних відповідей моделей ШІ -- **Вбудови та векторні операції**: Реалізація семантичного пошуку та пошуку за схожістю -- **Retrieval-Augmented Generation (RAG)**: Поєднання ШІ з власними джерелами даних -- **Виклики функцій**: Розширення можливостей ШІ за допомогою власних інструментів і плагінів +### **Розділ 3: Основні методи генеративного ШІ** +- **Проєктування підказок (Prompt Engineering)**: Техніки для отримання оптимальних відповідей від моделей ШІ +- **Ембедінги та векторні операції**: Реалізуйте семантичний пошук і порівняння схожості +- **Retrieval-Augmented Generation (RAG)**: Поєднання ШІ з вашими власними джерелами даних +- **Виклик функцій**: Розширте можливості ШІ за допомогою власних інструментів і плагінів - **[→ Почати Розділ 3](./03-CoreGenerativeAITechniques/README.md)** -### **Розділ 4: Практичні застосування та проєкти** +### **Розділ 4: Практичні застосування та проекти** - **Генератор історій про домашніх улюбленців** (`petstory/`): Креативна генерація контенту з GitHub Models -- **Локальна демонстрація Foundry** (`foundrylocal/`): Локальна інтеграція AI-моделі з OpenAI Java SDK +- **Демо локального Foundry** (`foundrylocal/`): Інтеграція локальної моделі ШІ з OpenAI Java SDK - **Сервіс калькулятора MCP** (`calculator/`): Базова реалізація Model Context Protocol з Spring AI - **[→ Почати Розділ 4](./04-PracticalSamples/README.md)** ### **Розділ 5: Відповідальна розробка ШІ** -- **Безпека GitHub Models**: Тестування вбудованих механізмів фільтрації контенту та безпеки (жорсткі блокування та м’які відмови) -- **Демонстрація відповідального ШІ**: Практичний приклад роботи сучасних систем безпеки ШІ -- **Кращі практики**: Важливі рекомендації для етичної розробки та впровадження ШІ +- **Безпека GitHub Models**: Перевірка вбудованих механізмів фільтрації контенту та заходів безпеки (жорсткі блокування та м’які відмови) +- **Демо відповідального ШІ**: Практичний приклад, який демонструє, як працюють сучасні системи безпеки ШІ +- **Найкращі практики**: Основні рекомендації для етичної розробки та впровадження ШІ - **[→ Почати Розділ 5](./05-ResponsibleGenAI/README.md)** ## Додаткові ресурси @@ -90,7 +90,7 @@ CO_OP_TRANSLATOR_METADATA: [![AZD для початківців](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) [![Edge AI для початківців](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP для початківців](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Агенти для початківців](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Агенти ШІ для початківців](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- @@ -102,36 +102,36 @@ CO_OP_TRANSLATOR_METADATA: --- -### Основне навчання +### Основні курси [![Машинне навчання для початківців](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Data Science для початківців](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![Наука про дані для початківців](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) [![ШІ для початківців](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![Кібербезпека для початківців](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Веб-розробка для початківців](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT для початківців](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Розробка XR для початківців](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Серія Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot для парного програмування зі ШІ](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot для C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Пригоди Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## Отримання допомоги -Якщо ви застрягли або маєте питання щодо створення AI-додатків. Приєднуйтесь до інших учнів та досвідчених розробників у обговореннях MCP. Це підтримуюча спільнота, де вітаються питання і знання вільно обмінюються. +Якщо ви застрягли або маєте будь-які питання щодо створення додатків зі ШІ, приєднуйтеся до інших учнів та досвідчених розробників у обговореннях про MCP. Це підтримуюча спільнота, де вітаються питання, а знання вільно передаються. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Discord Microsoft Foundry](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Якщо у вас є відгуки про продукт або помилки під час розробки, відвідайте: +Якщо у вас є відгуки щодо продукту або ви виявили помилки під час розробки, відвідайте: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Форум розробників Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Відмова від відповідальності**: -Цей документ було перекладено за допомогою сервісу автоматичного перекладу [Co-op Translator](https://github.com/Azure/co-op-translator). Хоча ми прагнемо до точності, будь ласка, майте на увазі, що автоматичні переклади можуть містити помилки або неточності. Оригінальний документ рідною мовою слід вважати авторитетним джерелом. Для критично важливої інформації рекомендується звертатися до професійного людського перекладу. Ми не несемо відповідальності за будь-які непорозуміння або неправильні тлумачення, що виникли внаслідок використання цього перекладу. +**Відмова від відповідальності**: +Цей документ був перекладений із використанням сервісу перекладу штучного інтелекту [Co-op Translator](https://github.com/Azure/co-op-translator). Хоча ми прагнемо до точності, зверніть увагу, що автоматичні переклади можуть містити помилки або неточності. Оригінальний документ його рідною мовою слід вважати авторитетним джерелом. Для критичної інформації рекомендовано скористатися послугами професійного перекладача. Ми не несемо відповідальності за будь-які непорозуміння або неправильні тлумачення, що виникли внаслідок використання цього перекладу. \ No newline at end of file diff --git a/translations/ur/README.md b/translations/ur/README.md index 5832c230..362f3d68 100644 --- a/translations/ur/README.md +++ b/translations/ur/README.md @@ -1,136 +1,136 @@ -# ابتدائیوں کے لیے جنریٹو AI - جاوا ایڈیشن -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +# جنریٹو AI ابتدائی افراد کے لیے - جاوا ایڈیشن +[![Microsoft Foundry ڈسکارڈ](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![ابتدائیوں کے لیے جنریٹو AI - جاوا ایڈیشن](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ur.png) +![جنریٹو AI ابتدائی افراد کے لیے - جاوا ایڈیشن](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.ur.png) -**وقت کی پابندی**: پورا ورکشاپ آن لائن مکمل کیا جا سکتا ہے بغیر لوکل سیٹ اپ کے۔ ماحول کی ترتیب میں 2 منٹ لگتے ہیں، اور نمونوں کو دریافت کرنے میں 1-3 گھنٹے لگ سکتے ہیں، دریافت کی گہرائی پر منحصر ہے۔ +**وقت کی پابندی**: پورا ورکشاپ آن لائن بغیر لوکل سیٹ اپ کے مکمل کیا جا سکتا ہے۔ ماحول کو ترتیب دینے میں 2 منٹ لگتے ہیں، نمونوں کو جانچنے میں 1-3 گھنٹے درکار ہو سکتے ہیں جس کا انحصار تلاش کی گہرائی پر ہے۔ -> **جلدی شروع کریں** +> **جلدی آغاز** 1. اس ریپوزیٹری کو اپنے GitHub اکاؤنٹ میں فورک کریں -2. کلک کریں **Code** → **Codespaces** ٹیب → **...** → **New with options...** +2. پر کلک کریں **Code** → **Codespaces** ٹیب → **...** → **New with options...** 3. ڈیفالٹس استعمال کریں – یہ اس کورس کے لیے بنائے گئے ڈیولپمنٹ کنٹینر کو منتخب کرے گا -4. کلک کریں **Create codespace** -5. تقریباً 2 منٹ انتظار کریں جب تک ماحول تیار نہ ہو جائے -6. سیدھے [پہلے مثال](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) پر جائیں +4. پر کلک کریں **Create codespace** +5. ماحول کے تیار ہونے تک تقریباً 2 منٹ انتظار کریں +6. براہِ راست [پہلا نمونہ](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) پر جائیں -> **لوکل کلون کرنا پسند ہے؟** +> **کیا آپ مقامی طور پر کلون کرنا پسند کریں گے؟** > -> اس ریپوزیٹری میں 50+ زبانوں کے تراجم شامل ہیں جو ڈاؤن لوڈ کے سائز کو نمایاں طور پر بڑھاتے ہیں۔ بغیر تراجم کے کلون کرنے کے لیے sparse checkout استعمال کریں: +> یہ ریپوزیٹری 50+ زبانوں کے تراجم شامل کرتی ہے جو ڈاؤن لوڈ کے حجم کو نمایاں طور پر بڑھا دیتی ہیں۔ بغیر تراجم کے کلون کرنے کے لیے sparse checkout استعمال کریں: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> یہ آپ کو کورس مکمل کرنے کے لیے ہر چیز فراہم کرتا ہے اور ڈاؤن لوڈ بہت تیز ہو جاتا ہے۔ +> یہ آپ کو کورس مکمل کرنے کے لیے ہر وہ چیز فراہم کرتا ہے جس کی آپ کو تیز تر ڈاؤن لوڈ کے ساتھ ضرورت ہے۔ -## کثیراللسانی معاونت +## کثیر لسانی حمایت -### GitHub ایکشن کے ذریعے معاونت (خودکار اور ہمیشہ تازہ ترین) +### GitHub Action کے ذریعے معاونت (خودکار اور ہمیشہ تازہ کاری رہنے والا) -[عربی](../ar/README.md) | [بنگالی](../bn/README.md) | [بلغاریائی](../bg/README.md) | [برمی (میانمار)](../my/README.md) | [چینی (سادہ)](../zh/README.md) | [چینی (روایتی، ہانگ کانگ)](../hk/README.md) | [چینی (روایتی، مکاو)](../mo/README.md) | [چینی (روایتی، تائیوان)](../tw/README.md) | [کروشین](../hr/README.md) | [چیک](../cs/README.md) | [ڈینش](../da/README.md) | [ڈچ](../nl/README.md) | [ایسٹونین](../et/README.md) | [فنلش](../fi/README.md) | [فرانسیسی](../fr/README.md) | [جرمن](../de/README.md) | [یونانی](../el/README.md) | [عبرانی](../he/README.md) | [ہندی](../hi/README.md) | [ہنگیرین](../hu/README.md) | [انڈونیشین](../id/README.md) | [اطالوی](../it/README.md) | [جاپانی](../ja/README.md) | [کنڑ](../kn/README.md) | [کوریائی](../ko/README.md) | [لتھوانین](../lt/README.md) | [ملائی](../ms/README.md) | [ملایالم](../ml/README.md) | [مراٹھی](../mr/README.md) | [نیپالی](../ne/README.md) | [نائجیریائی پیجین](../pcm/README.md) | [ناروے کی زبان](../no/README.md) | [فارسی (فارسی)](../fa/README.md) | [پولش](../pl/README.md) | [پرتگالی (برازیل)](../br/README.md) | [پرتگالی (پرتگال)](../pt/README.md) | [پنجابی (گرمکھی)](../pa/README.md) | [رومانیائی](../ro/README.md) | [روسی](../ru/README.md) | [سربیائی (سریلیک)](../sr/README.md) | [سلوواک](../sk/README.md) | [سلووینیائی](../sl/README.md) | [ہسپانوی](../es/README.md) | [سواحلی](../sw/README.md) | [سویڈش](../sv/README.md) | [تاگالوگ (فلپائنی)](../tl/README.md) | [تمل](../ta/README.md) | [تیلگو](../te/README.md) | [تھائی](../th/README.md) | [ترکی](../tr/README.md) | [یوکرینیائی](../uk/README.md) | [اردو](./README.md) | [ویتنامی](../vi/README.md) +[عربی](../ar/README.md) | [بنگالی](../bn/README.md) | [بلغاریائی](../bg/README.md) | [برمی (میانمار)](../my/README.md) | [چینی (سادہ)](../zh/README.md) | [چینی (روایتی، ہانگ کانگ)](../hk/README.md) | [چینی (روایتی، مکاو)](../mo/README.md) | [چینی (روایتی، تائیوان)](../tw/README.md) | [کروشین](../hr/README.md) | [چیک](../cs/README.md) | [ڈینش](../da/README.md) | [ڈچ](../nl/README.md) | [ایسٹونین](../et/README.md) | [فنلندی](../fi/README.md) | [فرانسیسی](../fr/README.md) | [جرمن](../de/README.md) | [یونانی](../el/README.md) | [عبرانی](../he/README.md) | [ہندی](../hi/README.md) | [ہنگیرین](../hu/README.md) | [انڈونیشین](../id/README.md) | [اطالوی](../it/README.md) | [جاپانی](../ja/README.md) | [کنڑا](../kn/README.md) | [کوریائی](../ko/README.md) | [لتھوانیائی](../lt/README.md) | [ملائی](../ms/README.md) | [مالایالم](../ml/README.md) | [مراٹھی](../mr/README.md) | [نیپالی](../ne/README.md) | [نائجیریائی پجن](../pcm/README.md) | [ناروے](../no/README.md) | [فارسی (فارس)](../fa/README.md) | [پولش](../pl/README.md) | [پرتگالی (برازیل)](../br/README.md) | [پرتگالی (پرتگال)](../pt/README.md) | [پنجابی (گرمکھی)](../pa/README.md) | [رومانیائی](../ro/README.md) | [روسی](../ru/README.md) | [سربیائی (سریلیک)](../sr/README.md) | [سلوواکیائی](../sk/README.md) | [سلووینیائی](../sl/README.md) | [ہسپانوی](../es/README.md) | [سواحلی](../sw/README.md) | [سوئیڈش](../sv/README.md) | [ٹگالوگ (فلپائنی)](../tl/README.md) | [تمل](../ta/README.md) | [تیلگو](../te/README.md) | [تھائی](../th/README.md) | [ترکی](../tr/README.md) | [یوکرینیائی](../uk/README.md) | [اردو](./README.md) | [ویتنامی](../vi/README.md) ## کورس کا ڈھانچہ اور سیکھنے کا راستہ ### **باب 1: جنریٹو AI کا تعارف** -- **بنیادی تصورات**: بڑے زبان کے ماڈلز، ٹوکنز، ایمبیڈنگز، اور AI کی صلاحیتوں کو سمجھنا -- **جاوا AI ماحولیاتی نظام**: Spring AI اور OpenAI SDKs کا جائزہ -- **ماڈل کانٹیکسٹ پروٹوکول**: MCP کا تعارف اور AI ایجنٹ کمیونیکیشن میں اس کا کردار +- **بنیادی تصورات**: بڑے لینگویج ماڈلز، ٹوکنز، ایمبیڈنگز، اور AI صلاحیتوں کی سمجھ +- **جاوا AI ایکو سسٹم**: Spring AI اور OpenAI SDKs کا جائزہ +- **ماڈل کانٹیکسٹ پروٹوکول**: MCP کا تعارف اور AI ایجنٹ مواصلات میں اس کا کردار - **عملی اطلاقات**: حقیقی دنیا کے منظرنامے بشمول چیٹ بوٹس اور مواد کی تخلیق - **[→ باب 1 شروع کریں](./01-IntroToGenAI/README.md)** ### **باب 2: ترقیاتی ماحول کی ترتیب** -- **کثیر فراہم کنندہ کنفیگریشن**: GitHub ماڈلز، Azure OpenAI، اور OpenAI جاوا SDK انٹیگریشنز کی ترتیب -- **Spring Boot + Spring AI**: انٹرپرائز AI ایپلیکیشن کی ترقی کے بہترین طریقے -- **GitHub ماڈلز**: پروٹوٹائپنگ اور سیکھنے کے لیے مفت AI ماڈل تک رسائی (کریڈٹ کارڈ کی ضرورت نہیں) -- **ترقیاتی اوزار**: ڈوکر کنٹینرز، VS کوڈ، اور GitHub Codespaces کی ترتیب +- **ملٹی-پرووائیڈر کنفیگریشن**: GitHub Models، Azure OpenAI، اور OpenAI Java SDK انٹیگریشنز سیٹ کریں +- **Spring Boot + Spring AI**: انٹرپرائز AI ایپلیکیشن ڈویلپمنٹ کے بہترین طریقے +- **GitHub Models**: پروٹوٹائپنگ اور سیکھنے کے لیے مفت AI ماڈل تک رسائی (کریڈٹ کارڈ ضروری نہیں) +- **ڈویلپمنٹ ٹولز**: Docker کنٹینرز، VS Code، اور GitHub Codespaces کی ترتیب - **[→ باب 2 شروع کریں](./02-SetupDevEnvironment/README.md)** ### **باب 3: بنیادی جنریٹو AI تکنیکیں** -- **پرومپٹ انجینئرنگ**: AI ماڈل کے بہترین جوابات کے لیے تکنیکیں -- **ایمبیڈنگز اور ویکٹر آپریشنز**: معنوی تلاش اور مماثلت میچنگ کا نفاذ -- **ریٹریول-آگمینٹڈ جنریشن (RAG)**: AI کو اپنے ڈیٹا ذرائع کے ساتھ جوڑنا -- **فنکشن کالنگ**: اپنی مرضی کے اوزار اور پلگ انز کے ساتھ AI صلاحیتوں کو بڑھانا +- **پرومپٹ انجینئرنگ**: AI ماڈل کے بہترین ردِ عمل کے لیے تکنیکیں +- **ایمبیڈنگز اور ویکٹر آپریشنز**: سیمنٹک تلاش اور مماثلت میچنگ نافذ کریں +- **Retrieval-Augmented Generation (RAG)**: AI کو اپنے ڈیٹا ذرائع کے ساتھ ملائیں +- **فنکشن کالنگ**: کسٹم ٹولز اور پلگ انز کے ساتھ AI صلاحیتوں کو بڑھائیں - **[→ باب 3 شروع کریں](./03-CoreGenerativeAITechniques/README.md)** ### **باب 4: عملی اطلاقات اور پروجیکٹس** -- **پالتو کہانی جنریٹر** (`petstory/`): GitHub ماڈلز کے ساتھ تخلیقی مواد کی تخلیق -- **Foundry لوکل ڈیمو** (`foundrylocal/`): OpenAI جاوا SDK کے ساتھ لوکل AI ماڈل انٹیگریشن -- **MCP کیلکولیٹر سروس** (`calculator/`): Spring AI کے ساتھ بنیادی ماڈل کانٹیکسٹ پروٹوکول کا نفاذ +- **Pet Story Generator** (`petstory/`): GitHub Models کے ساتھ تخلیقی مواد کی تخلیق +- **Foundry Local Demo** (`foundrylocal/`): OpenAI Java SDK کے ساتھ مقامی AI ماڈل انضمام +- **MCP Calculator Service** (`calculator/`): Spring AI کے ساتھ بنیادی Model Context Protocol کا نفاذ - **[→ باب 4 شروع کریں](./04-PracticalSamples/README.md)** -### **باب 5: ذمہ دار AI کی ترقی** -- **GitHub ماڈلز کی حفاظت**: بلٹ ان مواد کی فلٹرنگ اور حفاظتی میکانزم (سخت بلاکس اور نرم انکار) کا تجربہ کریں -- **ذمہ دار AI ڈیمو**: عملی مثال جو دکھاتی ہے کہ جدید AI حفاظتی نظام کیسے کام کرتے ہیں -- **بہترین طریقے**: اخلاقی AI ترقی اور تعیناتی کے لیے ضروری رہنما اصول +### **باب 5: ذمہ دار AI ڈیولپمنٹ** +- **GitHub Models سیفٹی**: بلٹ ان مواد فلٹرنگ اور حفاظتی میکنزم (سخت بلاکس اور نرم انکار) کا ٹیسٹ کریں +- **Responsible AI Demo**: ایک عملی مثال جو دکھاتی ہے کہ جدید AI سیفٹی سسٹمز عملی طور پر کیسے کام کرتے ہیں +- **بہترین طریقے**: اخلاقی AI ڈویلپمنٹ اور تعیناتی کے لیے بنیادی رہنما اصول - **[→ باب 5 شروع کریں](./05-ResponsibleGenAI/README.md)** -## اضافی وسائل +## مزید وسائل ### LangChain -[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j ابتدائی افراد کے لیے](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js ابتدائی افراد کے لیے](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- -### Azure / Edge / MCP / Agents -[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +### ایزور / ایج / MCP / ایجنٹس +[![AZD ابتدائی افراد کے لیے](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI ابتدائی افراد کے لیے](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP ابتدائی افراد کے لیے](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI ایجنٹس ابتدائی افراد کے لیے](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### جنریٹو AI سیریز -[![ابتدائیوں کے لیے جنریٹو AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![جنریٹو AI ابتدائی افراد کے لیے](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![جنریٹو AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![جنریٹو AI (جاوا)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![جنریٹو AI (جاوا اسکرپٹ)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### بنیادی تعلیم -[![ابتدائیوں کے لیے مشین لرننگ](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![ابتدائیوں کے لیے ڈیٹا سائنس](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![ابتدائیوں کے لیے AI](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![ابتدائیوں کے لیے سائبر سیکیورٹی](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![ابتدائیوں کے لیے ویب ڈیولپمنٹ](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### بنیادی سیکھنے +[![ML ابتدائی افراد کے لیے](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![ڈیٹا سائنس ابتدائی افراد کے لیے](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI ابتدائی افراد کے لیے](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![سائبرسیکیوریٹی ابتدائی افراد کے لیے](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![ویب ڈویلپمنٹ ابتدائی افراد کے لیے](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) +[![IoT ابتدائیوں کے لیے](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR ڈیویلپمنٹ ابتدائیوں کے لیے](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### کوپائلٹ سیریز -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +### Copilot سیریز +[![Copilot برائے AI جوڑی پروگرامنگ](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot برائے C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot ایڈونچر](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## مدد حاصل کرنا +## مدد حاصل کریں -اگر آپ پھنس جائیں یا AI ایپس بنانے کے بارے میں کوئی سوال ہو۔ MCP کے بارے میں بحث میں ساتھی سیکھنے والوں اور تجربہ کار ڈویلپرز میں شامل ہوں۔ یہ ایک معاون کمیونٹی ہے جہاں سوالات کا خیرمقدم کیا جاتا ہے اور علم آزادانہ طور پر شیئر کیا جاتا ہے۔ +اگر آپ پھنس جائیں یا AI ایپس بنانے کے بارے میں کوئی سوال ہو۔ MCP کے بارے میں مباحثوں میں ساتھی سیکھنے والوں اور تجربہ کار ڈویلپرز کے ساتھ شامل ہوں۔ یہ ایک معاون کمیونٹی ہے جہاں سوالات خوش آمدید ہیں اور علم آزادانہ طور پر بانٹا جاتا ہے۔ -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry ڈسکارڈ](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -اگر آپ کے پاس پروڈکٹ فیڈبیک یا تعمیر کے دوران غلطیاں ہوں تو یہاں جائیں: +اگر آپ کے پاس پروڈکٹ کا فیڈبیک ہو یا بنانے کے دوران غلطیاں پیش آئیں تو ملاحظہ کریں: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry ڈویلپر فورم](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**دستخطی نوٹ**: -یہ دستاویز AI ترجمہ سروس [Co-op Translator](https://github.com/Azure/co-op-translator) کے ذریعے ترجمہ کی گئی ہے۔ اگرچہ ہم درستگی کے لیے کوشاں ہیں، براہ کرم اس بات سے آگاہ رہیں کہ خودکار ترجمے میں غلطیاں یا عدم درستیاں ہو سکتی ہیں۔ اصل دستاویز اپنی مادری زبان میں ہی معتبر ماخذ سمجھی جانی چاہیے۔ اہم معلومات کے لیے پیشہ ور انسانی ترجمہ کی سفارش کی جاتی ہے۔ اس ترجمے کے استعمال سے پیدا ہونے والی کسی بھی غلط فہمی یا غلط تشریح کی ذمہ داری ہم پر عائد نہیں ہوتی۔ +دستبرداری: +یہ دستاویز AI ترجمہ سروس [Co-op Translator](https://github.com/Azure/co-op-translator) کے ذریعے ترجمہ کی گئی ہے۔ اگرچہ ہم درستگی کے لیے کوشاں رہتے ہیں، براہِ کرم نوٹ کریں کہ خودکار تراجم میں غلطیاں یا بے ضابطگیاں ہو سکتی ہیں۔ اصل دستاویز اس کی مادری زبان میں ہی مستند ماخذ سمجھی جانی چاہیے۔ اہم معلومات کے لیے پیشہ ور انسانی ترجمہ کی سفارش کی جاتی ہے۔ اس ترجمے کے استعمال سے پیدا ہونے والی کسی بھی غلط فہمی یا غلط تشریح کے لیے ہم ذمہ دار نہیں ہیں۔ \ No newline at end of file diff --git a/translations/vi/README.md b/translations/vi/README.md index b35baa9d..ddffa46d 100644 --- a/translations/vi/README.md +++ b/translations/vi/README.md @@ -1,31 +1,31 @@ -# Trí tuệ nhân tạo tạo sinh cho người mới bắt đầu - Phiên bản Java +# Generative AI cho người mới bắt đầu - Phiên bản Java [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![Trí tuệ nhân tạo tạo sinh cho người mới bắt đầu - Phiên bản Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.vi.png) +![Generative AI cho người mới bắt đầu - Phiên bản Java](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.vi.png) -**Thời gian cam kết**: Toàn bộ hội thảo có thể hoàn thành trực tuyến mà không cần cài đặt cục bộ. Việc thiết lập môi trường mất 2 phút, với việc khám phá các mẫu yêu cầu từ 1-3 giờ tùy thuộc vào độ sâu khám phá. +**Thời lượng**: Toàn bộ hội thảo có thể hoàn thành trực tuyến mà không cần thiết lập cục bộ. Việc thiết lập môi trường mất 2 phút, việc khám phá các mẫu yêu cầu 1-3 giờ tùy mức độ khám phá. -> **Bắt đầu nhanh** +> **Bắt đầu nhanh** 1. Fork kho lưu trữ này vào tài khoản GitHub của bạn -2. Nhấp **Code** → tab **Codespaces** → **...** → **New with options...** -3. Sử dụng các thiết lập mặc định – điều này sẽ chọn container Phát triển được tạo cho khóa học này +2. Nhấp **Code** → thẻ **Codespaces** → **...** → **New with options...** +3. Sử dụng các giá trị mặc định – điều này sẽ chọn Development container được tạo cho khóa học này 4. Nhấp **Create codespace** -5. Chờ khoảng ~2 phút để môi trường sẵn sàng -6. Đi thẳng đến [Ví dụ đầu tiên](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. Chờ ~2 phút để môi trường sẵn sàng +6. Đi thẳng tới [Ví dụ đầu tiên](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) -> **Ưu tiên Clone cục bộ?** +> **Muốn clone cục bộ?** > -> Kho lưu trữ này bao gồm hơn 50 bản dịch ngôn ngữ, điều này làm tăng đáng kể kích thước tải xuống. Để clone mà không có bản dịch, sử dụng sparse checkout: +> Kho lưu trữ này bao gồm hơn 50 bản dịch ngôn ngữ khiến kích thước tải xuống tăng đáng kể. Để clone mà không tải các bản dịch, hãy sử dụng sparse checkout: > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java @@ -36,44 +36,44 @@ CO_OP_TRANSLATOR_METADATA: ## Hỗ trợ đa ngôn ngữ -### Hỗ trợ qua GitHub Action (Tự động & Luôn Cập nhật) +### Hỗ trợ qua GitHub Action (Tự động & Luôn được cập nhật) -[Tiếng Ả Rập](../ar/README.md) | [Tiếng Bengal](../bn/README.md) | [Tiếng Bungari](../bg/README.md) | [Tiếng Miến Điện (Myanmar)](../my/README.md) | [Tiếng Trung (Giản thể)](../zh/README.md) | [Tiếng Trung (Phồn thể, Hồng Kông)](../hk/README.md) | [Tiếng Trung (Phồn thể, Macau)](../mo/README.md) | [Tiếng Trung (Phồn thể, Đài Loan)](../tw/README.md) | [Tiếng Croatia](../hr/README.md) | [Tiếng Séc](../cs/README.md) | [Tiếng Đan Mạch](../da/README.md) | [Tiếng Hà Lan](../nl/README.md) | [Tiếng Estonia](../et/README.md) | [Tiếng Phần Lan](../fi/README.md) | [Tiếng Pháp](../fr/README.md) | [Tiếng Đức](../de/README.md) | [Tiếng Hy Lạp](../el/README.md) | [Tiếng Do Thái](../he/README.md) | [Tiếng Hindi](../hi/README.md) | [Tiếng Hungary](../hu/README.md) | [Tiếng Indonesia](../id/README.md) | [Tiếng Ý](../it/README.md) | [Tiếng Nhật](../ja/README.md) | [Tiếng Kannada](../kn/README.md) | [Tiếng Hàn](../ko/README.md) | [Tiếng Litva](../lt/README.md) | [Tiếng Mã Lai](../ms/README.md) | [Tiếng Malayalam](../ml/README.md) | [Tiếng Marathi](../mr/README.md) | [Tiếng Nepal](../ne/README.md) | [Tiếng Pidgin Nigeria](../pcm/README.md) | [Tiếng Na Uy](../no/README.md) | [Tiếng Ba Tư (Farsi)](../fa/README.md) | [Tiếng Ba Lan](../pl/README.md) | [Tiếng Bồ Đào Nha (Brazil)](../br/README.md) | [Tiếng Bồ Đào Nha (Bồ Đào Nha)](../pt/README.md) | [Tiếng Punjabi (Gurmukhi)](../pa/README.md) | [Tiếng Romania](../ro/README.md) | [Tiếng Nga](../ru/README.md) | [Tiếng Serbia (Chữ Kirin)](../sr/README.md) | [Tiếng Slovakia](../sk/README.md) | [Tiếng Slovenia](../sl/README.md) | [Tiếng Tây Ban Nha](../es/README.md) | [Tiếng Swahili](../sw/README.md) | [Tiếng Thụy Điển](../sv/README.md) | [Tiếng Tagalog (Filipino)](../tl/README.md) | [Tiếng Tamil](../ta/README.md) | [Tiếng Telugu](../te/README.md) | [Tiếng Thái](../th/README.md) | [Tiếng Thổ Nhĩ Kỳ](../tr/README.md) | [Tiếng Ukraina](../uk/README.md) | [Tiếng Urdu](../ur/README.md) | [Tiếng Việt](./README.md) +[Tiếng Ả Rập](../ar/README.md) | [Tiếng Bengal](../bn/README.md) | [Tiếng Bungari](../bg/README.md) | [Tiếng Miến Điện (Myanmar)](../my/README.md) | [Tiếng Trung (Giản thể)](../zh/README.md) | [Tiếng Trung (Phồn thể, Hồng Kông)](../hk/README.md) | [Tiếng Trung (Phồn thể, Macau)](../mo/README.md) | [Tiếng Trung (Phồn thể, Đài Loan)](../tw/README.md) | [Tiếng Croatia](../hr/README.md) | [Tiếng Séc](../cs/README.md) | [Tiếng Đan Mạch](../da/README.md) | [Tiếng Hà Lan](../nl/README.md) | [Tiếng Estonia](../et/README.md) | [Tiếng Phần Lan](../fi/README.md) | [Tiếng Pháp](../fr/README.md) | [Tiếng Đức](../de/README.md) | [Tiếng Hy Lạp](../el/README.md) | [Tiếng Do Thái](../he/README.md) | [Tiếng Hindi](../hi/README.md) | [Tiếng Hungary](../hu/README.md) | [Tiếng Indonesia](../id/README.md) | [Tiếng Ý](../it/README.md) | [Tiếng Nhật](../ja/README.md) | [Tiếng Kannada](../kn/README.md) | [Tiếng Hàn](../ko/README.md) | [Tiếng Lithuania](../lt/README.md) | [Tiếng Mã Lai](../ms/README.md) | [Tiếng Malayalam](../ml/README.md) | [Tiếng Marathi](../mr/README.md) | [Tiếng Nepal](../ne/README.md) | [Tiếng Pidgin Nigeria](../pcm/README.md) | [Tiếng Na Uy](../no/README.md) | [Tiếng Ba Tư (Farsi)](../fa/README.md) | [Tiếng Ba Lan](../pl/README.md) | [Tiếng Bồ Đào Nha (Brazil)](../br/README.md) | [Tiếng Bồ Đào Nha (Portugal)](../pt/README.md) | [Tiếng Punjabi (Gurmukhi)](../pa/README.md) | [Tiếng Romania](../ro/README.md) | [Tiếng Nga](../ru/README.md) | [Tiếng Serbia (Cyrillic)](../sr/README.md) | [Tiếng Slovakia](../sk/README.md) | [Tiếng Slovenia](../sl/README.md) | [Tiếng Tây Ban Nha](../es/README.md) | [Tiếng Swahili](../sw/README.md) | [Tiếng Thụy Điển](../sv/README.md) | [Tiếng Tagalog (Filipino)](../tl/README.md) | [Tiếng Tamil](../ta/README.md) | [Tiếng Telugu](../te/README.md) | [Tiếng Thái](../th/README.md) | [Tiếng Thổ Nhĩ Kỳ](../tr/README.md) | [Tiếng Ukraina](../uk/README.md) | [Tiếng Urdu](../ur/README.md) | [Tiếng Việt](./README.md) -## Cấu trúc khóa học & Lộ trình học tập +## Cấu trúc khóa học & Lộ trình học -### **Chương 1: Giới thiệu về Trí tuệ nhân tạo tạo sinh** -- **Khái niệm cốt lõi**: Hiểu về Mô hình Ngôn ngữ Lớn, token, embeddings và khả năng AI +### **Chương 1: Giới thiệu về Generative AI** +- **Khái niệm cốt lõi**: Hiểu về Mô hình Ngôn ngữ Lớn, tokens, embeddings và khả năng của AI - **Hệ sinh thái AI Java**: Tổng quan về Spring AI và OpenAI SDKs -- **Giao thức Ngữ cảnh Mô hình**: Giới thiệu MCP và vai trò của nó trong giao tiếp tác nhân AI -- **Ứng dụng thực tiễn**: Các kịch bản thực tế bao gồm chatbot và tạo nội dung +- **Giao thức Ngữ cảnh Mô hình**: Giới thiệu về MCP và vai trò của nó trong giao tiếp giữa các tác nhân AI +- **Ứng dụng thực tế**: Các kịch bản thực tế bao gồm chatbot và tạo nội dung - **[→ Bắt đầu Chương 1](./01-IntroToGenAI/README.md)** -### **Chương 2: Thiết lập Môi trường Phát triển** +### **Chương 2: Thiết lập môi trường phát triển** - **Cấu hình đa nhà cung cấp**: Thiết lập GitHub Models, Azure OpenAI và tích hợp OpenAI Java SDK -- **Spring Boot + Spring AI**: Thực hành tốt nhất cho phát triển ứng dụng AI doanh nghiệp -- **GitHub Models**: Truy cập mô hình AI miễn phí để tạo mẫu và học tập (không cần thẻ tín dụng) -- **Công cụ phát triển**: Cấu hình container Docker, VS Code và GitHub Codespaces +- **Spring Boot + Spring AI**: Các thực hành tốt nhất để phát triển ứng dụng AI cho doanh nghiệp +- **GitHub Models**: Truy cập mô hình AI miễn phí để thử nghiệm và học tập (không cần thẻ tín dụng) +- **Công cụ phát triển**: Docker containers, VS Code và cấu hình GitHub Codespaces - **[→ Bắt đầu Chương 2](./02-SetupDevEnvironment/README.md)** -### **Chương 3: Kỹ thuật cốt lõi của Trí tuệ nhân tạo tạo sinh** -- **Kỹ thuật Prompt Engineering**: Kỹ thuật để có phản hồi tối ưu từ mô hình AI -- **Embeddings & Các phép toán Vector**: Triển khai tìm kiếm ngữ nghĩa và so khớp tương đồng +### **Chương 3: Kỹ thuật AI sinh tạo cốt lõi** +- **Prompt Engineering**: Kỹ thuật để có phản hồi tối ưu từ mô hình AI +- **Embeddings & Phép toán Vector**: Triển khai tìm kiếm ngữ nghĩa và so khớp tương đồng - **Retrieval-Augmented Generation (RAG)**: Kết hợp AI với nguồn dữ liệu của bạn -- **Gọi hàm**: Mở rộng khả năng AI với công cụ và plugin tùy chỉnh +- **Function Calling**: Mở rộng khả năng AI với công cụ và plugin tùy chỉnh - **[→ Bắt đầu Chương 3](./03-CoreGenerativeAITechniques/README.md)** -### **Chương 4: Ứng dụng thực tiễn & Dự án** -- **Trình tạo câu chuyện thú cưng** (`petstory/`): Tạo nội dung sáng tạo với GitHub Models -- **Demo Foundry Local** (`foundrylocal/`): Tích hợp mô hình AI cục bộ với OpenAI Java SDK -- **Dịch vụ Máy tính MCP** (`calculator/`): Triển khai cơ bản Giao thức Ngữ cảnh Mô hình với Spring AI +### **Chương 4: Ứng dụng thực tế & Dự án** +- **Pet Story Generator** (`petstory/`): Tạo nội dung sáng tạo với GitHub Models +- **Foundry Local Demo** (`foundrylocal/`): Tích hợp mô hình AI cục bộ với OpenAI Java SDK +- **MCP Calculator Service** (`calculator/`): Triển khai cơ bản Model Context Protocol với Spring AI - **[→ Bắt đầu Chương 4](./04-PracticalSamples/README.md)** ### **Chương 5: Phát triển AI có trách nhiệm** -- **An toàn GitHub Models**: Thử nghiệm bộ lọc nội dung tích hợp và cơ chế an toàn (chặn cứng và từ chối mềm) -- **Demo AI có trách nhiệm**: Ví dụ thực hành cho thấy cách hệ thống an toàn AI hiện đại hoạt động +- **An toàn GitHub Models**: Kiểm thử bộ lọc nội dung tích hợp và cơ chế an toàn (chặn cứng và từ chối nhẹ) +- **Demo AI có trách nhiệm**: Ví dụ thực hành cho thấy cách hệ thống an toàn AI hiện đại hoạt động trong thực tế - **Thực hành tốt nhất**: Hướng dẫn thiết yếu cho phát triển và triển khai AI có đạo đức - **[→ Bắt đầu Chương 5](./05-ResponsibleGenAI/README.md)** @@ -81,57 +81,58 @@ CO_OP_TRANSLATOR_METADATA: ### LangChain -[![LangChain4j cho người mới bắt đầu](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) -[![LangChain.js cho người mới bắt đầu](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) +[![LangChain4j dành cho người mới bắt đầu](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners) +[![LangChain.js dành cho người mới bắt đầu](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin) --- ### Azure / Edge / MCP / Agents -[![AZD cho người mới bắt đầu](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI cho người mới bắt đầu](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![MCP cho người mới bắt đầu](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents cho người mới bắt đầu](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AZD dành cho người mới bắt đầu](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Edge AI dành cho người mới bắt đầu](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![MCP dành cho người mới bắt đầu](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI Agents dành cho người mới bắt đầu](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- -### Series Trí tuệ nhân tạo tạo sinh -[![Trí tuệ nhân tạo tạo sinh cho người mới bắt đầu](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Trí tuệ nhân tạo tạo sinh (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) -[![Trí tuệ nhân tạo tạo sinh (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) -[![Trí tuệ nhân tạo tạo sinh (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) +### Loạt Generative AI +[![Generative AI dành cho người mới bắt đầu](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) +[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) +[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) --- -### Học tập cốt lõi -[![ML cho người mới bắt đầu](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) -[![Khoa học dữ liệu cho người mới bắt đầu](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) -[![AI cho người mới bắt đầu](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) -[![An ninh mạng cho người mới bắt đầu](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) -[![Phát triển web cho người mới bắt đầu](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) +### Học nền tảng +[![ML dành cho người mới bắt đầu](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst) +[![Khoa học dữ liệu dành cho người mới bắt đầu](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst) +[![AI dành cho người mới bắt đầu](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) +[![An ninh mạng dành cho người mới bắt đầu](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) +[![Phát triển Web dành cho người mới bắt đầu](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) + +[![IoT cho Người Mới Bắt Đầu](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![Phát triển XR cho Người Mới Bắt Đầu](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Chuỗi Copilot -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![Copilot cho Lập trình ghép đôi với AI](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![Copilot cho C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Cuộc phiêu lưu Copilot](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) -## Nhận Trợ Giúp +## Nhận trợ giúp -Nếu bạn bị mắc kẹt hoặc có bất kỳ câu hỏi nào về việc xây dựng ứng dụng AI. Hãy tham gia cùng những người học khác và các nhà phát triển có kinh nghiệm trong các cuộc thảo luận về MCP. Đây là một cộng đồng hỗ trợ, nơi các câu hỏi được chào đón và kiến thức được chia sẻ một cách tự do. +If you get stuck or have any questions about building AI apps. Join fellow learners and experienced developers in discussions about MCP. It's a supportive community where questions are welcome and knowledge is shared freely. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry trên Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -Nếu bạn có phản hồi về sản phẩm hoặc gặp lỗi trong quá trình xây dựng, hãy truy cập: +If you have product feedback or errors while building visit: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Diễn đàn Nhà phát triển Microsoft Foundry](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**Tuyên bố từ chối trách nhiệm**: -Tài liệu này đã được dịch bằng dịch vụ dịch thuật AI [Co-op Translator](https://github.com/Azure/co-op-translator). Mặc dù chúng tôi cố gắng đảm bảo độ chính xác, xin lưu ý rằng bản dịch tự động có thể chứa lỗi hoặc không chính xác. Tài liệu gốc bằng ngôn ngữ gốc nên được coi là nguồn tham khảo chính thức. Đối với thông tin quan trọng, nên sử dụng dịch vụ dịch thuật chuyên nghiệp do con người thực hiện. Chúng tôi không chịu trách nhiệm về bất kỳ sự hiểu lầm hoặc giải thích sai nào phát sinh từ việc sử dụng bản dịch này. +Miễn trừ trách nhiệm: +Văn bản này đã được dịch bằng dịch vụ dịch thuật AI Co-op Translator (https://github.com/Azure/co-op-translator). Mặc dù chúng tôi cố gắng đảm bảo độ chính xác, xin lưu ý rằng các bản dịch tự động có thể chứa lỗi hoặc không chính xác. Tài liệu gốc bằng ngôn ngữ ban đầu nên được coi là nguồn chính thức. Đối với thông tin quan trọng, khuyến nghị sử dụng dịch vụ dịch thuật chuyên nghiệp do con người thực hiện. Chúng tôi không chịu trách nhiệm về bất kỳ hiểu lầm hoặc diễn giải sai nào phát sinh từ việc sử dụng bản dịch này. \ No newline at end of file diff --git a/translations/zh/README.md b/translations/zh/README.md index b1199fc6..d5c38660 100644 --- a/translations/zh/README.md +++ b/translations/zh/README.md @@ -1,82 +1,83 @@ -# 面向初学者的生成式 AI - Java 版 +# 生成式 AI 入门 - Java 版 [![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -![面向初学者的生成式 AI - Java 版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.zh.png) +![生成式 AI 入门 - Java 版](../../translated_images/beg-genai-series.8b48be9951cc574c25f8a3accba949bfd03c2f008e2c613283a1b47316fbee68.zh.png) -**时间投入**：整个工作坊可以在线完成，无需本地设置。环境设置耗时约 2 分钟，浏览示例根据探索深度需要 1-3 小时。 +**时间投入**: 整个研讨会可以在线完成，无需本地设置。环境设置需要 2 分钟，探索示例根据深入程度需要 1-3 小时。 -> **快速开始** +> **快速入门** -1. 将此仓库 Fork 到您的 GitHub 账户 -2. 点击 **Code** → **Codespaces** 标签 → **...** → **New with options...** +1. 将此存储库 fork 到您的 GitHub 帐户 +2. 点击 **Code** → **Codespaces** 选项卡 → **...** → **New with options...** 3. 使用默认设置 – 这将选择为本课程创建的开发容器 4. 点击 **Create codespace** -5. 等待约 2 分钟，环境准备就绪 -6. 直接跳转到 [第一个示例](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) +5. 等待约 2 分钟以准备好环境 +6. 直接跳转到 [→ 开始第 2 章](./02-SetupDevEnvironment/README.md#step-2-create-a-github-personal-access-token) > **更喜欢本地克隆？** > -> 本仓库包含 50 多种语言的翻译，显著增加了下载大小。若想不带翻译克隆，请使用稀疏检出： +> 本存储库包含 50+ 语言的翻译，这会显著增加下载大小。若要在不下载翻译的情况下克隆，请使用稀疏检出： > ```bash > git clone --filter=blob:none --sparse https://github.com/microsoft/Generative-AI-for-beginners-java.git > cd Generative-AI-for-beginners-java > git sparse-checkout set --no-cone '/*' '!translations' '!translated_images' > ``` -> 这将为您提供完成课程所需的所有内容，下载速度更快。 +> 这会为您提供完成课程所需的一切，并大幅加快下载速度。 + ## 多语言支持 ### 通过 GitHub Action 支持（自动且始终保持最新） -[阿拉伯语](../ar/README.md) | [孟加拉语](../bn/README.md) | [保加利亚语](../bg/README.md) | [缅甸语](../my/README.md) | [中文（简体）](./README.md) | [中文（繁体，香港）](../hk/README.md) | [中文（繁体，澳门）](../mo/README.md) | [中文（繁体，台湾）](../tw/README.md) | [克罗地亚语](../hr/README.md) | [捷克语](../cs/README.md) | [丹麦语](../da/README.md) | [荷兰语](../nl/README.md) | [爱沙尼亚语](../et/README.md) | [芬兰语](../fi/README.md) | [法语](../fr/README.md) | [德语](../de/README.md) | [希腊语](../el/README.md) | [希伯来语](../he/README.md) | [印地语](../hi/README.md) | [匈牙利语](../hu/README.md) | [印度尼西亚语](../id/README.md) | [意大利语](../it/README.md) | [日语](../ja/README.md) | [卡纳达语](../kn/README.md) | [韩语](../ko/README.md) | [立陶宛语](../lt/README.md) | [马来语](../ms/README.md) | [马拉雅拉姆语](../ml/README.md) | [马拉地语](../mr/README.md) | [尼泊尔语](../ne/README.md) | [尼日利亚皮钦语](../pcm/README.md) | [挪威语](../no/README.md) | [波斯语（法尔西语）](../fa/README.md) | [波兰语](../pl/README.md) | [葡萄牙语（巴西）](../br/README.md) | [葡萄牙语（葡萄牙）](../pt/README.md) | [旁遮普语（古鲁穆奇文）](../pa/README.md) | [罗马尼亚语](../ro/README.md) | [俄语](../ru/README.md) | [塞尔维亚语（西里尔文）](../sr/README.md) | [斯洛伐克语](../sk/README.md) | [斯洛文尼亚语](../sl/README.md) | [西班牙语](../es/README.md) | [斯瓦希里语](../sw/README.md) | [瑞典语](../sv/README.md) | [他加禄语（菲律宾语）](../tl/README.md) | [泰米尔语](../ta/README.md) | [泰卢固语](../te/README.md) | [泰语](../th/README.md) | [土耳其语](../tr/README.md) | [乌克兰语](../uk/README.md) | [乌尔都语](../ur/README.md) | [越南语](../vi/README.md) +[阿拉伯语](../ar/README.md) | [孟加拉语](../bn/README.md) | [保加利亚语](../bg/README.md) | [缅甸语 (Myanmar)](../my/README.md) | [中文（简体）](./README.md) | [中文（繁体，香港）](../hk/README.md) | [中文（繁体，澳门）](../mo/README.md) | [中文（繁体，台湾）](../tw/README.md) | [克罗地亚语](../hr/README.md) | [捷克语](../cs/README.md) | [丹麦语](../da/README.md) | [荷兰语](../nl/README.md) | [爱沙尼亚语](../et/README.md) | [芬兰语](../fi/README.md) | [法语](../fr/README.md) | [德语](../de/README.md) | [希腊语](../el/README.md) | [希伯来语](../he/README.md) | [印地语](../hi/README.md) | [匈牙利语](../hu/README.md) | [印尼语](../id/README.md) | [意大利语](../it/README.md) | [日语](../ja/README.md) | [卡纳达语](../kn/README.md) | [韩语](../ko/README.md) | [立陶宛语](../lt/README.md) | [马来语](../ms/README.md) | [马拉雅拉姆语](../ml/README.md) | [马拉地语](../mr/README.md) | [尼泊尔语](../ne/README.md) | [尼日利亚皮钦语](../pcm/README.md) | [挪威语](../no/README.md) | [波斯语 (Farsi)](../fa/README.md) | [波兰语](../pl/README.md) | [葡萄牙语（巴西）](../br/README.md) | [葡萄牙语（葡萄牙）](../pt/README.md) | [旁遮普语（Gurmukhi）](../pa/README.md) | [罗马尼亚语](../ro/README.md) | [俄语](../ru/README.md) | [塞尔维亚语（西里尔字母）](../sr/README.md) | [斯洛伐克语](../sk/README.md) | [斯洛文尼亚语](../sl/README.md) | [西班牙语](../es/README.md) | [斯瓦希里语](../sw/README.md) | [瑞典语](../sv/README.md) | [塔加洛语（菲律宾）](../tl/README.md) | [泰米尔语](../ta/README.md) | [泰卢固语](../te/README.md) | [泰语](../th/README.md) | [土耳其语](../tr/README.md) | [乌克兰语](../uk/README.md) | [乌尔都语](../ur/README.md) | [越南语](../vi/README.md) ## 课程结构与学习路径 -### **第 1 章：生成式 AI 介绍** -- **核心概念**：理解大型语言模型、标记、嵌入和 AI 能力 -- **Java AI 生态系统**：Spring AI 和 OpenAI SDK 概览 -- **模型上下文协议**：MCP 介绍及其在 AI 代理通信中的作用 +### **第 1 章：生成式 AI 简介** +- **核心概念**：了解大型语言模型、标记（tokens）、嵌入和 AI 能力 +- **Java AI 生态系统**：概述 Spring AI 和 OpenAI SDK +- **模型上下文协议**：介绍 MCP 及其在 AI 代理通信中的作用 - **实际应用**：包括聊天机器人和内容生成的真实场景 - **[→ 开始第 1 章](./01-IntroToGenAI/README.md)** ### **第 2 章：开发环境设置** - **多提供商配置**：设置 GitHub Models、Azure OpenAI 和 OpenAI Java SDK 集成 -- **Spring Boot + Spring AI**：企业级 AI 应用开发最佳实践 -- **GitHub Models**：免费 AI 模型访问，用于原型设计和学习（无需信用卡） +- **Spring Boot + Spring AI**：企业 AI 应用开发的最佳实践 +- **GitHub Models**：用于原型和学习的免费 AI 模型访问（无需信用卡） - **开发工具**：Docker 容器、VS Code 和 GitHub Codespaces 配置 - **[→ 开始第 2 章](./02-SetupDevEnvironment/README.md)** ### **第 3 章：核心生成式 AI 技术** -- **提示工程**：优化 AI 模型响应的技巧 -- **嵌入与向量操作**：实现语义搜索和相似度匹配 -- **检索增强生成（RAG）**：将 AI 与您自己的数据源结合 -- **函数调用**：通过自定义工具和插件扩展 AI 功能 +- **提示工程**：获得模型最佳响应的技术 +- **嵌入与向量操作**：实现语义搜索和相似性匹配 +- **检索增强生成 (RAG)**：将 AI 与您自己的数据源相结合 +- **函数调用**：使用自定义工具和插件扩展 AI 功能 - **[→ 开始第 3 章](./03-CoreGenerativeAITechniques/README.md)** -### **第 4 章：实用应用与项目** +### **第 4 章：实践应用与项目** - **宠物故事生成器** (`petstory/`)：使用 GitHub Models 进行创意内容生成 -- **Foundry 本地演示** (`foundrylocal/`)：使用 OpenAI Java SDK 集成本地 AI 模型 -- **MCP 计算器服务** (`calculator/`)：基于 Spring AI 的基础模型上下文协议实现 +- **Foundry 本地演示** (`foundrylocal/`)：与 OpenAI Java SDK 的本地 AI 模型集成 +- **MCP 计算器服务** (`calculator/`)：使用 Spring AI 的基本模型上下文协议实现 - **[→ 开始第 4 章](./04-PracticalSamples/README.md)** ### **第 5 章：负责任的 AI 开发** -- **GitHub Models 安全性**：测试内置内容过滤和安全机制（硬阻断和软拒绝） -- **负责任的 AI 演示**：展示现代 AI 安全系统实际工作方式的动手示例 -- **最佳实践**：伦理 AI 开发和部署的基本指南 +- **GitHub Models 安全性**：测试内置内容过滤和安全机制（强阻止和软拒绝） +- **负责任的 AI 演示**：动手示例展示现代 AI 安全系统的实际工作方式 +- **最佳实践**：伦理 AI 开发与部署的基本指南 - **[→ 开始第 5 章](./05-ResponsibleGenAI/README.md)** -## 额外资源 +## 附加资源 ### LangChain @@ -87,14 +88,14 @@ CO_OP_TRANSLATOR_METADATA: ### Azure / Edge / MCP / Agents [![AZD 入门](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst) -[![Edge AI 入门](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![边缘 AI 入门](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst) [![MCP 入门](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst) -[![AI Agents 入门](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) +[![AI 代理入门](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### 生成式 AI 系列 -[![面向初学者的生成式 AI](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) +[![生成式 AI 入门](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst) [![生成式 AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst) [![生成式 AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst) [![生成式 AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst) @@ -107,30 +108,31 @@ CO_OP_TRANSLATOR_METADATA: [![AI 入门](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst) [![网络安全入门](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung) [![Web 开发入门](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst) -[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) -[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) + +[![物联网入门](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst) +[![XR 开发入门](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst) --- ### Copilot 系列 -[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) -[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) -[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) +[![用于 AI 配对编程的 Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst) +[![用于 C#/.NET 的 Copilot](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst) +[![Copilot 冒险](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst) ## 获取帮助 -如果您遇到困难或对构建 AI 应用有任何疑问，请加入其他学习者和经验丰富的开发者的讨论。MCP 是一个支持性的社区，欢迎提问并自由分享知识。 +如果您在构建 AI 应用时遇到困难或有任何问题. 加入与其他学习者和经验丰富的开发者关于 MCP 的讨论. 这是一个支持性的社区，在这里欢迎提问并自由分享知识. -[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) +[![Microsoft Foundry 的 Discord](https://dcbadge.limes.pink/api/server/nTYy5BXMWG)](https://discord.gg/nTYy5BXMWG) -如果您在构建过程中有产品反馈或遇到错误，请访问： +如果您在构建过程中有产品反馈或遇到错误，请访问: -[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) +[![Microsoft Foundry 开发者论坛](https://img.shields.io/badge/GitHub-Microsoft_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum) --- -**免责声明**： -本文件由人工智能翻译服务[Co-op Translator](https://github.com/Azure/co-op-translator)翻译而成。虽然我们力求准确，但请注意自动翻译可能包含错误或不准确之处。原始文件的母语版本应被视为权威来源。对于重要信息，建议采用专业人工翻译。因使用本翻译而产生的任何误解或误释，我们概不负责。 +免责声明： +本文档由 AI 翻译服务 Co-op Translator（https://github.com/Azure/co-op-translator）翻译。尽管我们力求准确，但请注意自动翻译可能存在错误或不准确之处。以原始语言撰写的原文应被视为权威来源。对于重要信息，建议采用专业人工翻译。因使用本翻译而产生的任何误解或曲解，我们概不负责。 \ No newline at end of file