🌾 AgriSence

AI-Powered Smart Farming Assistant for Indian Farmers

A comprehensive AI-powered farming assistant designed to empower Indian farmers with cutting-edge technology for crop management, disease detection, market intelligence, and sustainable agriculture practices.

📋 Table of Contents

About
Features
Architecture
Tech Stack
Project Structure
Installation
Deployment
API Endpoints
Environment Variables
Operating Instructions
Contributing
License
Contact

🌱 About

AgriSence is an innovative AI-powered agricultural platform built to revolutionize farming practices in India. By leveraging the power of Google's Gemini AI, real-time weather data, satellite imagery, and market intelligence, AgriSence provides farmers with actionable insights to maximize crop yields, reduce losses, and improve profitability.

🎯 Mission

To bridge the technology gap in Indian agriculture by providing farmers with accessible, intelligent, and multilingual farming assistance.

🌍 Vision

Empowering every farmer with AI-driven insights for sustainable and profitable farming.

✨ Features

🔬 AI-Powered Crop Analysis

Feature	Description
🦠 Disease Detection	Upload crop images for instant AI-powered disease identification with treatment recommendations
🌿 Medicinal Plant Identifier	Identify medicinal plants using your camera and learn about their properties
🛰️ Satellite Health Monitoring	Monitor crop health using satellite imagery and NDVI analysis

💬 Intelligent Assistance

Feature	Description
🤖 Farming Chatbot	24/7 AI assistant for farming queries in multiple Indian languages
🎙️ Live Voice Advisor	Real-time voice-based farming consultation
🧪 Soil Advisor	Personalized fertilizer recommendations based on soil analysis

📊 Market Intelligence

Feature	Description
📈 Live Market Prices	Real-time market price tracking from government APIs
🔮 Price Predictions	AI-powered price forecasting for better selling decisions
🤝 Market Matchmaking	Connect directly with buyers for best prices
🏪 Find Best Sellers	Locate verified sellers and mandis near you

🗺️ Farm Management

Feature	Description
🗺️ Field Mapping	Map and manage farm boundaries with Google Maps integration
📅 Crop Calendar	AI-generated seasonal task schedules and reminders
🌾 Crop Management	Track multiple crops across different fields
💰 Expense Tracker	Manage farming expenses and track ROI

🌤️ Weather & Planning

Feature	Description
⛅ Weather Forecasting	7-day weather forecasts with farming recommendations
📋 Harvest Planning	Optimize harvest timing based on weather and market conditions

🏦 Financial Services

Feature	Description
💳 Loan Assistant	Check eligibility for agricultural loans
📜 Government Schemes	Discover and apply for farming subsidy schemes
🏥 Insurance Advisor	Crop insurance guidance and eligibility check
📄 Land Records	Access and manage digital land records

🏗️ Architecture

┌─────────────────────────────────────────────────────────────────────────────┐
│                              CLIENT LAYER                                    │
├─────────────────────────────────────────────────────────────────────────────┤
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐        │
│  │   Next.js   │  │   React 19  │  │ Tailwind CSS│  │  Radix UI   │        │
│  │  App Router │  │ Components  │  │   Styling   │  │ Primitives  │        │
│  └──────┬──────┘  └──────┬──────┘  └─────────────┘  └─────────────┘        │
│         │                │                                                   │
│         └────────────────┼──────────────────────────────────────────────────┤
│                          ▼                                                   │
├─────────────────────────────────────────────────────────────────────────────┤
│                              API LAYER                                       │
├─────────────────────────────────────────────────────────────────────────────┤
│  ┌─────────────────────────────────────────────────────────────────────┐    │
│  │                     Next.js API Routes                               │    │
│  │  ┌────────────┐  ┌────────────┐  ┌────────────┐  ┌────────────┐    │    │
│  │  │  /api/     │  │  /api/     │  │  /api/     │  │  /api/     │    │    │
│  │  │  genkit    │  │  health    │  │  weather   │  │  market    │    │    │
│  │  └────────────┘  └────────────┘  └────────────┘  └────────────┘    │    │
│  └─────────────────────────────────────────────────────────────────────┘    │
│                                    │                                         │
│                                    ▼                                         │
├─────────────────────────────────────────────────────────────────────────────┤
│                              AI LAYER (Genkit)                               │
├─────────────────────────────────────────────────────────────────────────────┤
│  ┌─────────────────────────────────────────────────────────────────────┐    │
│  │                    Google Genkit AI Framework                        │    │
│  │  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐              │    │
│  │  │   Gemini     │  │    AI        │  │   Custom     │              │    │
│  │  │  2.0 Flash   │  │   Flows      │  │  Prompts     │              │    │
│  │  └──────────────┘  └──────────────┘  └──────────────┘              │    │
│  └─────────────────────────────────────────────────────────────────────┘    │
│                                    │                                         │
│                                    ▼                                         │
├─────────────────────────────────────────────────────────────────────────────┤
│                          DATA & STORAGE LAYER                                │
├─────────────────────────────────────────────────────────────────────────────┤
│  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐    │
│  │   Firebase   │  │   Firebase   │  │   Firebase   │  │    Data      │    │
│  │  Firestore   │  │   Storage    │  │    Auth      │  │   Connect    │    │
│  └──────────────┘  └──────────────┘  └──────────────┘  └──────────────┘    │
│                                                                              │
├─────────────────────────────────────────────────────────────────────────────┤
│                         EXTERNAL SERVICES                                    │
├─────────────────────────────────────────────────────────────────────────────┤
│  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐    │
│  │ Google Maps  │  │  Weather     │  │   Market     │  │  Government  │    │
│  │     API      │  │    APIs      │  │    APIs      │  │    APIs      │    │
│  └──────────────┘  └──────────────┘  └──────────────┘  └──────────────┘    │
└─────────────────────────────────────────────────────────────────────────────┘

AI Flow Architecture

                          ┌─────────────────────┐
                          │    User Request     │
                          └──────────┬──────────┘
                                     │
                                     ▼
                          ┌─────────────────────┐
                          │   Genkit Handler    │
                          └──────────┬──────────┘
                                     │
              ┌──────────────────────┼──────────────────────┐
              │                      │                      │
              ▼                      ▼                      ▼
   ┌──────────────────┐  ┌──────────────────┐  ┌──────────────────┐
   │  Disease Flow    │  │  Chatbot Flow    │  │  Market Flow     │
   │  - Image Input   │  │  - Text Input    │  │  - Location      │
   │  - AI Analysis   │  │  - Multi-lang    │  │  - Crop Data     │
   │  - Diagnosis     │  │  - Response      │  │  - Predictions   │
   └──────────────────┘  └──────────────────┘  └──────────────────┘
              │                      │                      │
              └──────────────────────┼──────────────────────┘
                                     │
                                     ▼
                          ┌─────────────────────┐
                          │   Gemini 2.0 Flash  │
                          │   (AI Processing)   │
                          └──────────┬──────────┘
                                     │
                                     ▼
                          ┌─────────────────────┐
                          │   User Response     │
                          └─────────────────────┘

🛠️ Tech Stack

Frontend

Technology	Version	Purpose
Next.js	16.1.1	React framework with App Router
React	19.2.3	UI component library
TypeScript	5.x	Type-safe development
Tailwind CSS	3.4.1	Utility-first styling
Radix UI	Latest	Accessible UI primitives
Framer Motion	11.3.8	Animations and transitions
Recharts	2.15.1	Data visualization
Lucide React	0.475.0	Icon library

Backend & AI

Technology	Version	Purpose
Google Genkit	1.27.0	AI orchestration framework
Gemini AI	2.0 Flash	Large language model
Firebase	10.12.3	Backend-as-a-Service
Firebase Admin	12.2.0	Server-side Firebase
Data Connect	Latest	Type-safe database

APIs & Services

Service	Purpose
Google Maps API	Field mapping & location services
Weather APIs	Real-time weather data
Government APIs	Market prices & schemes
Firebase Auth	User authentication
Firebase Storage	Image & file storage
Firestore	NoSQL database

Development Tools

Tool	Purpose
ESLint	Code linting
TypeScript	Static type checking
Genkit CLI	AI flow development
Firebase CLI	Deployment & management

📁 Project Structure

AgriSence/
├── 📂 src/
│   ├── 📂 app/                    # Next.js App Router
│   │   ├── 📂 (app)/              # Protected app routes
│   │   │   ├── 📂 ai/             # AI features page
│   │   │   ├── 📂 all-farms/      # Farm management
│   │   │   ├── 📂 analytics/      # Farm analytics
│   │   │   ├── 📂 chatbot/        # AI farming chatbot
│   │   │   ├── 📂 crop-calendar/  # Seasonal planner
│   │   │   ├── 📂 crops/          # Crop management
│   │   │   ├── 📂 dashboard/      # Main dashboard
│   │   │   ├── 📂 disease-check/  # Disease detection
│   │   │   ├── 📂 expenses/       # Expense tracker
│   │   │   ├── 📂 fertilizer-finder/  # Fertilizer search
│   │   │   ├── 📂 field-mapping/  # GPS field mapping
│   │   │   ├── 📂 harvest/        # Harvest management
│   │   │   ├── 📂 land-records/   # Digital land records
│   │   │   ├── 📂 live-advisor/   # Voice consultation
│   │   │   ├── 📂 loan-assistant/ # Financial assistant
│   │   │   ├── 📂 market/         # Market prices
│   │   │   ├── 📂 market-matchmaking/  # Buyer connections
│   │   │   ├── 📂 medicinal-plants/   # Plant identifier
│   │   │   ├── 📂 profile/        # User profile
│   │   │   ├── 📂 records/        # Farm records
│   │   │   ├── 📂 satellite-health/   # Crop health
│   │   │   ├── 📂 schemes/        # Government schemes
│   │   │   ├── 📂 soil-advisor/   # Soil analysis
│   │   │   ├── 📂 statistic/      # Statistics page
│   │   │   ├── 📂 tools/          # Farming tools
│   │   │   ├── 📂 voice/          # Voice features
│   │   │   ├── 📂 weather/        # Weather forecasts
│   │   │   └── 📄 layout.tsx      # App layout
│   │   ├── 📂 api/                # API routes
│   │   │   ├── 📂 genkit/         # AI endpoints
│   │   │   └── 📂 health/         # Health check
│   │   ├── 📄 layout.tsx          # Root layout
│   │   ├── 📄 page.tsx            # Landing page
│   │   └── 📄 globals.css         # Global styles
│   │
│   ├── 📂 ai/                     # AI Configuration
│   │   ├── 📂 flows/              # Genkit AI flows
│   │   │   ├── 📄 crop-disease-detection.ts
│   │   │   ├── 📄 farming-advice-chatbot.ts
│   │   │   ├── 📄 find-best-sellers-flow.ts
│   │   │   ├── 📄 generate-crop-calendar.ts
│   │   │   ├── 📄 live-advisor-flow.ts
│   │   │   ├── 📄 loan-insurance-assistant-flow.ts
│   │   │   ├── 📄 market-matchmaking-flow.ts
│   │   │   ├── 📄 market-price-search.ts
│   │   │   ├── 📄 medicinal-plant-identifier.ts
│   │   │   ├── 📄 price-prediction-flow.ts
│   │   │   ├── 📄 satellite-health-flow.ts
│   │   │   ├── 📄 schemes-search.ts
│   │   │   ├── 📄 soil-advisor-flow.ts
│   │   │   ├── 📄 soil-report-parser-flow.ts
│   │   │   └── 📄 weather-search.ts
│   │   ├── 📄 genkit.ts           # Genkit configuration
│   │   ├── 📄 model-config.ts     # AI model settings
│   │   └── 📄 dev.ts              # Development server
│   │
│   ├── 📂 components/             # React Components
│   │   ├── 📂 ui/                 # Base UI components
│   │   └── 📄 [feature-components].tsx
│   │
│   ├── 📂 hooks/                  # Custom React Hooks
│   ├── 📂 lib/                    # Utilities & Config
│   │   ├── 📄 firebase.ts         # Firebase config
│   │   └── 📄 utils.ts            # Helper functions
│   │
│   └── 📂 types/                  # TypeScript Types
│
├── 📂 public/                     # Static Assets
├── 📂 dataconnect/                # Firebase Data Connect
├── 📄 apphosting.yaml             # Firebase App Hosting
├── 📄 firebase.json               # Firebase config
├── 📄 firestore.rules             # Security rules
├── 📄 package.json                # Dependencies
├── 📄 tailwind.config.ts          # Tailwind config
├── 📄 tsconfig.json               # TypeScript config
└── 📄 next.config.mjs             # Next.js config

🔧 Installation

Prerequisites

Node.js 20+ and npm
Firebase CLI (npm install -g firebase-tools)
Google Cloud API Key (for Gemini AI)
Google Maps API Key

Quick Start

# 1. Clone the repository
git clone https://github.com/balaraj74/AgriSence.git
cd AgriSence

# 2. Install dependencies
npm install

# 3. Set up environment variables
cp .env.example .env.local

# 4. Add your API keys to .env.local
# GOOGLE_API_KEY=your_gemini_api_key
# GOOGLE_MAPS_API_KEY=your_maps_api_key

# 5. Run the development server
npm run dev

Open http://localhost:3000 to see the application.

🚀 Deployment

Firebase App Hosting

Automated Setup:

./setup-backend.sh

Manual Deployment:

Install Firebase CLI:
```
npm install -g firebase-tools
```
Login to Firebase:
```
firebase login
```

Set up secrets:

firebase apphosting:secrets:set GOOGLE_API_KEY

Deploy via Firebase Console:
- Go to Firebase Console
- Select project: agrisence-1dc30
- Navigate to App Hosting
- Connect your GitHub repository
- Firebase will auto-deploy on each push

For detailed deployment instructions, see DEPLOYMENT.md

🔌 API Endpoints

Endpoint	Method	Description
`/api/health`	GET	Health check endpoint
`/api/genkit`	POST	Genkit AI flows endpoint

🌐 Environment Variables

Development (`.env.local`)

GOOGLE_API_KEY=your_gemini_api_key
GEMINI_API_KEY=your_gemini_api_key
GOOGLE_MAPS_API_KEY=your_maps_api_key
NODE_ENV=development

Production (Firebase Secrets)

firebase apphosting:secrets:set GOOGLE_API_KEY
firebase apphosting:secrets:set GOOGLE_MAPS_API_KEY

📱 Operating Instructions

Available Scripts

# Development
npm run dev              # Start dev server with Genkit watch

# Production
npm run build            # Build for production
npm run start            # Start production server

# Code Quality
npm run lint             # Run ESLint
npm run typecheck        # Run TypeScript checks

# AI Development
npm run genkit:watch     # Start Genkit in watch mode

# Deployment
npm run firebase:deploy  # Deploy to Firebase

Using the Application

Dashboard: View farm overview, weather, and quick actions
Disease Check: Upload crop photos for AI diagnosis
Chatbot: Ask farming questions in your language
Market: Check live prices and predictions
Field Mapping: Map your farm boundaries using GPS
Weather: Get 7-day forecasts with farming tips
Schemes: Discover government schemes you're eligible for

Supported Languages

English 🇬🇧
Hindi 🇮🇳
Kannada 🇮🇳
Tamil 🇮🇳
Telugu 🇮🇳
Marathi 🇮🇳
Bengali 🇮🇳

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Fork the repository
Create your feature branch (git checkout -b feature/AmazingFeature)
Commit your changes (git commit -m 'Add some AmazingFeature')
Push to the branch (git push origin feature/AmazingFeature)
Open a Pull Request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

👨‍💻 Owner & Developer

Balaraj R
Full Stack Developer & AI Engineer

📞 Contact

Channel	Details
📧 Email	[email protected]
📱 Phone	+91 8431206594
🌐 GitHub	@balaraj74

🙏 Acknowledgments

Google Gemini AI for powering intelligent features
Firebase team for excellent hosting and database services
Indian farming community for inspiration and feedback

Built with ❤️ for Indian Farmers
Empowering Agriculture with AI

Name		Name	Last commit message	Last commit date
Latest commit History 416 Commits
.firebase/logs		.firebase/logs
.idx		.idx
.vscode		.vscode
dataconnect		dataconnect
docs		docs
nextn/src/ai		nextn/src/ai
public		public
src		src
.firebaserc		.firebaserc
.gitignore		.gitignore
.modified		.modified
.npmrc		.npmrc
DEPLOYMENT.md		DEPLOYMENT.md
DEPLOYMENT_CHECKLIST.md		DEPLOYMENT_CHECKLIST.md
QUICK_REFERENCE.txt		QUICK_REFERENCE.txt
README.md		README.md
SETUP_COMPLETE.md		SETUP_COMPLETE.md
apphosting.yaml		apphosting.yaml
components.json		components.json
firebase.json		firebase.json
firestore.rules		firestore.rules
next.config.mjs		next.config.mjs
package-lock.json		package-lock.json
package.json		package.json
postcss.config.mjs		postcss.config.mjs
setup-backend.sh		setup-backend.sh
tailwind.config.ts		tailwind.config.ts
tsconfig.json		tsconfig.json

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