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100+ AI Agent & RAG apps you can actually run โ clone, customize, ship.
AI Agents ยท Multi-agent Teams ยท MCP Agents ยท RAG ยท Voice Agents ยท Agent Skills ยท Fine-tuning
Free step-by-step tutorials on Unwind AI
Works with Claude ยท Gemini ยท OpenAI ยท xAI ยท Qwen ยท Llama
ย ๐ Quick Start ย ย ๐ Browse Templates ย ย ๐ Step-by-Step Tutorials ย
You shouldn't have to rebuild the same RAG pipeline, agent loop, or MCP integration from scratch every time you start a new LLM project.
Awesome LLM Apps is a cookbook of ready-to-run templates - starter code you can fork, customize, and ship as a production LLM app. Every template here is self-contained with full source code, not collected from elsewhere.
- ๐ ๏ธ Hand-built, not curated - every template is original work, tested end-to-end before it ships.
- ๐งช Runs in 3 commands - no broken
requirements.txt, no "figure it out yourself" scaffolding. - ๐ง Covers the modern AI stack - AI Agents, Multi-agent Teams, MCP Agents, Voice AI Agents, RAG, Agent Skills, Fine-tuning.
- ๐ Provider-agnostic - switch between Claude, Gemini, GPT, Llama, Qwen, xAI and others with a config change.
- ๐ Step-by-step tutorials - every featured template has a free walkthrough on Unwind AI.
- ๐ธ Apache-2.0 - fork it, ship it, sell it. No paywall, no signup, no telemetry.
โญ If this saves you time, star the repo - that's how the next developer discovers it.
Run your first agent in 30 seconds:
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd awesome-llm-apps/starter_ai_agents/ai_travel_agent
pip install -r requirements.txt
streamlit run travel_agent.py| Template | What it does | Stack |
|---|---|---|
| ๐ง DevPulse AI | Multi-agent signal intelligence for dev teams | Multi-agent |
| ๐ Home Renovation Agent | Photo โ AI redesign with Nano Banana Pro | Vision + Multi-agent |
| โพ๏ธ Self-Improving Agent Skills | Automatically optimize agent skills using Gemini and ADK | Agent Skills + ADK |
๐ฌ Subscribe on Unwind AI to get new template drops + tutorials in your inbox.
13 categories ยท Click to expand
- ๐ฑ Starter AI Agents
- ๐ Advanced AI Agents
- ๐ฎ Autonomous Game-Playing Agents
- ๐ค Multi-agent Teams
- ๐ฃ๏ธ Voice AI Agents
- โพ๏ธ MCP AI Agents
- ๐ RAG Tutorials
- ๐งฉ Awesome Agent Skills
- ๐พ LLM Apps with Memory
- ๐ฌ Chat with X Tutorials
- ๐ฏ LLM Optimization Tools
- ๐ง LLM Fine-tuning Tutorials
- ๐งโ๐ซ AI Agent Framework Crash Courses
Single-file agents that run with just an API key - a great place to start.
- ๐๏ธ AI Blog to Podcast Agent
- โค๏ธโ๐ฉน AI Breakup Recovery Agent
- ๐ AI Data Analysis Agent
- ๐ฉป AI Medical Imaging Agent
- ๐ AI Meme Generator Agent (Browser)
- ๐ต AI Music Generator Agent
- ๐ซ AI Travel Agent (Local & Cloud)
- โจ Gemini Multimodal Agent
- ๐ Mixture of Agents
- ๐ xAI Finance Agent
- ๐ OpenAI Research Agent
- ๐ธ๏ธ Web Scraping AI Agent (Local & Cloud SDK)
Production-style agents with tools, memory, and multi-step reasoning.
- ๐๏ธ ๐ AI Home Renovation Agent with Nano Banana Pro
- ๐ง DevPulse AI - Multi-Agent Signal Intelligence
- ๐ AI Deep Research Agent
- ๐ AI VC Due Diligence Agent Team
- ๐ฌ AI Research Planner & Executor (Google Interactions API)
- ๐ค AI Consultant Agent
- ๐๏ธ AI System Architect Agent
- ๐ฐ AI Financial Coach Agent
- ๐ฌ AI Movie Production Agent
- ๐ AI Investment Agent
- ๐๏ธโโ๏ธ AI Health & Fitness Agent
- ๐ AI Product Launch Intelligence Agent
- ๐ AI Fraud Investigation Agent
- ๐๏ธ AI Journalist Agent
- ๐ง AI Mental Wellbeing Agent
- ๐ AI Meeting Agent
- ๐งฌ AI Self-Evolving Agent
- ๐จ๐ปโ๐ผ AI Sales Intelligence Agent Team
- ๐ง AI Social Media News and Podcast Agent
- ๐ Openwork - Open Browser Automation Agent โ external
- ๐ก๏ธ Trust-Gated Multi-Agent Research Team
Agents that play games end-to-end - reasoning, strategy, and action.
Multiple agents collaborating to accomplish complex, cross-domain tasks.
- ๐งฒ AI Competitor Intelligence Agent Team
- ๐ฒ AI Finance Agent Team
- ๐จ AI Game Design Agent Team
- ๐งญ AG2 Adaptive Research Team
- ๐จโโ๏ธ AI Legal Agent Team (Cloud & Local)
- ๐ผ AI Recruitment Agent Team
- ๐ AI Real Estate Agent Team
- ๐จโ๐ผ AI Services Agency (CrewAI)
- ๐จโ๐ซ AI Teaching Agent Team
- ๐ป Multimodal Coding Agent Team
- โจ Multimodal Design Agent Team
- ๐จ ๐ Multimodal UI/UX Feedback Agent Team with Nano Banana
- ๐ AI Travel Planner Agent Team
Speech-in, speech-out agents using real-time voice APIs.
- ๐ฃ๏ธ AI Audio Tour Agent
- ๐ Customer Support Voice Agent
- ๐ Voice RAG Agent (OpenAI SDK)
- ๐๏ธ OpenSource Voice Dictation Agent (Wispr Flow clone) โ external
Agents that connect to external tools and data via Model Context Protocol.
- โพ๏ธ Browser MCP Agent
- ๐ GitHub MCP Agent
- ๐ Notion MCP Agent
- ๐ AI Travel Planner MCP Agent
- ๐ Multi-MCP Agent Router
Retrieval pipelines - from simple chains to agentic and multi-source.
- ๐ฅ Agentic RAG with Embedding Gemma
- ๐ง Agentic RAG with Reasoning
- ๐ฐ AI Blog Search (RAG)
- ๐ Autonomous RAG
- ๐ Contextual AI RAG Agent
- ๐ Corrective RAG (CRAG)
- ๐ Deepseek Local RAG Agent
- ๐ค Gemini Agentic RAG
- ๐ Hybrid Search RAG (Cloud)
- ๐ Llama 3.1 Local RAG
- ๐ฅ๏ธ Local Hybrid Search RAG
- ๐ฆ Local RAG Agent
- ๐งฉ RAG-as-a-Service
- โจ RAG Agent with Cohere
- โ๏ธ Basic RAG Chain
- ๐ RAG with Database Routing
- ๐ผ๏ธ Vision RAG
- ๐ฉบ RAG Failure Diagnostics Clinic
- ๐ธ๏ธ Knowledge Graph RAG with Citations
Ready-to-use agent skill files you can plug into any AI agent or LLM workflow.
- โพ๏ธ Self-Improving Agent Skills - Automatically optimize agent skills using Gemini and ADK
๐ Browse all 19 skills
| Skill | Description |
|---|---|
| ๐ Academic Researcher | Literature reviews, paper analysis, citation management |
| ๐ Code Reviewer | Automated code review with best-practice checks |
| โ๏ธ Content Creator | Blog posts, social media, marketing copy |
| ๐ Data Analyst | Data exploration, statistical analysis, insights |
| ๐ Debugger | Systematic bug hunting and root-cause analysis |
| ๐ค Decision Helper | Structured decision frameworks and trade-off analysis |
| ๐ฌ Deep Research | Multi-source research with synthesis |
| ๐ Editor | Proofreading, style, and clarity improvements |
| ๐ง Email Drafter | Professional email composition |
| โ Fact Checker | Claim verification and source validation |
| ๐ป Fullstack Developer | End-to-end web app development |
| ๐ Meeting Notes | Meeting summaries, action items, follow-ups |
| ๐ Project Planner | Roadmaps, milestones, resource planning |
| ๐ Python Expert | Pythonic code, packaging, performance |
| ๐ Sprint Planner | Agile sprint planning and backlog grooming |
| ๐งญ Strategy Advisor | Business strategy and competitive analysis |
| ๐ Technical Writer | Documentation, API docs, guides |
| ๐จ UX Designer | UI/UX design feedback and wireframes |
| ๐ Visualization Expert | Charts, dashboards, data storytelling |
Agents and chatbots that remember conversations and user state across sessions.
- ๐พ AI ArXiv Agent with Memory
- ๐ฉ๏ธ AI Travel Agent with Memory
- ๐ฌ Llama3 Stateful Chat
- ๐ LLM App with Personalized Memory
- ๐๏ธ Local ChatGPT Clone with Memory
- ๐ง Multi-LLM Application with Shared Memory
Turn any data source into a chat interface.
- ๐ฌ Chat with GitHub (GPT & Llama3)
- ๐จ Chat with Gmail
- ๐ Chat with PDF (GPT & Llama3)
- ๐ Chat with Research Papers (ArXiv) (GPT & Llama3)
- ๐ Chat with Substack
- ๐ฝ๏ธ Chat with YouTube Videos
Reduce token usage, context size, and API cost without losing quality.
- ๐ฏ Toonify Token Optimization - Reduce LLM API costs by 30โ60% using TOON format
- ๐ง Headroom Context Optimization - Reduce LLM API costs by 50โ90%
End-to-end fine-tuning recipes for open-source models.
Deep-dive tutorials on the major agent frameworks.
- Starter agent; modelโagnostic (OpenAI, Claude)
- Structured outputs (Pydantic)
- Tools: builtโin, function, thirdโparty, MCP tools
- Memory; callbacks; Plugins
- Simple multiโagent; Multiโagent patterns
OpenAI Agents SDK Crash Course
- Starter agent; function calling; structured outputs
- Tools: builtโin, function, thirdโparty integrations
- Memory; callbacks; evaluation
- Multiโagent patterns; agent handoffs
- Swarm orchestration; routing logic
Created and maintained by Shubham Saboo with contributions from the amazing community members.
๐ Don't miss future drops - star the repo to get notified when new templates ship.
Apache-2.0. See LICENSE. Fork it, ship it, sell it.