Project Kisan is a voice-first, multilingual AI assistant for small-scale farmers. Powered by Google AI technologies and the Gemini model, it delivers crop disease diagnosis, real-time market insights, and government scheme guidance via natural voice in local languages, working even in low-network regions.
Indian farmers face multiple interconnected challenges that affect their productivity and income:
- Limited access to expert agricultural advice
- Language barriers with technology solutions
- Lack of real-time market and Weather information
- Difficulty in identifying crop diseases early
- Complex government scheme navigation
- Poor internet connectivity in rural areas
- Need for natural voice interaction in local languages
Project Kisan addresses these challenges through:
- AI-powered agricultural expertise available 24/7
- Voice-first interface in multiple Indian languages
- Real-time data integration from government sources
- Offline capabilities for low-connectivity areas
- Simplified access to government schemes,weather and market data
No installation required - works on any device with a browser
home_screen.mp4
| Feature | Description | Technology |
|---|---|---|
| 🌱 Crop Disease Diagnosis | Vision AI–powered photo-based detection with localized remedies | Google Gemini Vision |
| 🌤️ Real-Time Weather Information | Real-Time and Weather Forecasting for 7 days | OpenWeatherMap API |
| 📈 Real-Time Market Intelligence | Live mandi prices & crop trends from government sources | AgMarkNet API |
| 🏛️ Government Scheme Navigator | Eligibility checks & simplified explanations | Data.gov.in APIs |
| 🗣️ Voice-First & Multilingual | Supports multiple languages as enabled by Google ADK | Speech Recognition |
| 🎙️ Premium Voice Synthesis | High-quality Hindi voice responses with ElevenLabs AI | ElevenLabs TTS |
| 📶 Offline Support | Cached responses via Gemini model for low-network zones | PWA + Service Workers |
| Layer | Technology | Purpose |
|---|---|---|
| 🎨 Frontend | Progressive Web App (PWA) | Mobile-first, offline-capable interface |
| ⚡ Backend | FastAPI, Google Cloud Run, Cloud Storage | High-performance API with cloud scaling |
| 🧠 AI & ML | Google ADK, Gemini, Vision AI | Intelligent conversations and image analysis |
| 🎙️ Voice AI | ElevenLabs Text-to-Speech | Premium voice synthesis |
| 🔗 Integrations | AgMarkNet, eNAM, Weather APIs, Data.gov | Real-time agricultural data |
| Service | Environment Variable | Required | Get API Key | Purpose |
|---|---|---|---|---|
| 🤖 Google AI | GOOGLE_API_KEY |
✅ Required | Get Key → | AI conversations & vision |
| 🌤️ Weather API | WEATHER_API_KEY |
✅ Required | Get Key → | Weather forecasting |
| 🎙️ ElevenLabs | ELEVENLABS_API_KEY |
⭐ Recommended | Get Key → | Premium voice synthesis |
| 📊 Data.gov.in | MANDI_API_KEY |
Get Key → | Government market data |
# Create .env file
GOOGLE_API_KEY=your_google_ai_api_key_here
WEATHER_API_KEY=your_openweathermap_api_key
ELEVENLABS_API_KEY=your_elevenlabs_api_key_here # For premium voice
MANDI_API_KEY=your_data_gov_api_key # Optional- Sign up at ElevenLabs.io
- Get API key from your profile settings
- Free tier: 10,000 characters/month
- Paid tiers: Higher limits + more voice options
# Clone the repository
git clone https://github.com/codeprofile/Project-Kisan.git
cd Project-Kisan
# Install dependencies
pip install -r requirements.txt
# Set up environment variables (add your API keys)
cp .env.example .env
# Run locally
uvicorn app.main:app --reload- Open
http://localhost:8000 - Look for 🎙️ Voice ON toggle in chat header
- Send a message: "मौसम कैसा है?"
- Listen to high-quality Hindi voice response!
Customize voice settings in app/google_adk_integration/services/elevenlabs_voice_service.py:
# Adjust voice parameters
self.voice_settings = {
"stability": 0.5, # 0-1: Lower = more expressive
"similarity_boost": 0.75, # 0-1: Higher = more like original
"style": 0.5, # 0-1: Style strength
"use_speaker_boost": True # Better quality
}Project-Kisan/
├── app/
│ ├── google_adk_integration/
│ │ ├── agents/ # AI agents for different domains
│ │ ├── tools/ # AI tool functions
│ │ ├── services/
│ │ │ ├── elevenlabs_voice_service.py # 🆕 Voice synthesis
│ │ │ └── ... # Other business logic
│ │ └── farmbot_service.py # Main AI service (updated with voice)
│ ├── templates/
│ │ └── home.html # Frontend interface (voice-enabled)
│ ├── main.py # FastAPI application (voice endpoints)
│ └── websocket_conn.py # WebSocket connections
├── requirements.txt # Updated with voice dependencies
└── README.md # This file
- Google ADK - Agent Development Kit
- ElevenLabs API - Voice synthesis documentation
- Speech Synthesis Guide - Browser TTS fallback
- ElevenLabs Voice Library - Explore available voices
- Voice Cloning Guide - Custom voice creation
- Audio Quality Tips - Optimization guide
- AgMarkNet Portal - Government market prices
- eNAM Platform - National agriculture market
- Data.gov.in - Open government data
- Weather API - Weather forecasting service
- Google Cloud Run - Deployment platform
- WebSocket Guide - Real-time communication
- Speech Recognition API - Voice interface
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Transforming farming through artificial intelligence