Shrikant-Pawar-45/Mandi-Bot

MandiBot is a Streamlit-based chatbot designed specifically for farmers and vendors to check today's mandi (market) rates for various crops across India. # 🌾 MandiBot — Your Mandi Price Assistant MandiBot is a Streamlit-based chatbot designed specifically for farmers and vendors to check today's mandi (market) rates for various crops across India. ## Features - **Real-time Prices**: Get current and historical mandi prices - **Smart Search**: Natural language queries with fuzzy matching and semantic search - **Location Filtering**: Filter by state, district, or market - **Fallback Search**: Automatically searches previous days if no data for today - **Caching**: 1-hour cache for improved performance - **Beautiful UI**: Green-themed interface with agricultural branding - **Mobile Friendly**: Responsive design that works on desktop and mobile devices ## Screenshot ### Streamlit App Link: mandi-bot.streamlit.app ## Installation 1. **Install Python Dependencies**: ```bash pip install -r requirements.txt ``` 2. **Run the Application**: ```bash streamlit run app.py ``` 3. **Open in Browser**: The app will automatically open in your default browser at `localhost` ## How to Use 1. **Select Your Role**: Choose between Farmer 👨‍🌾 or Vendor 🏬 2. **Natural Language Query**: Type queries like "Rate of onions in Pune today" or "Tomato prices" 3. **Smart Suggestions**: Get crop suggestions as you type 4. **Get Results**: Click "Get Today's & Yesterday's Rates" to fetch price comparison 5. **View Trends**: See price changes with visual trend indicators ## Data Source This application uses the official Government of India Open Data Platform: - **API**: data.gov.in mandi price dataset - **Resource ID**: 9ef84268-d588-465a-a308-a864a43d0070 - **Update Frequency**: Daily - **Coverage**: Pan-India mandi prices ## Sample Crops You can search for popular crops like: - **Vegetables**: Tomato, Onion, Potato, Cauliflower, Cabbage - **Cereals**: Wheat, Rice, Maize, Jowar, Bajra - **Pulses**: Tur, Gram, Moong, Urad - **Spices**: Turmeric, Coriander, Cumin, Chilli - **Cash Crops**: Cotton, Sugarcane, Groundnut, …