Afzal-gif888/Kisan-Mitr

Smart agricultural intelligence platform with AI crop recommendations, weather forecasting, soil analysis, and live mandi prices. # Kisan-Mitr 🌾 ### Smart Agricultural Intelligence Platform for Farmers > Kisan-Mitr (Farmer’s Friend) is an AI-powered agricultural advisory platform designed to help farmers make smarter farming decisions using real-time weather forecasting, soil analysis, crop recommendations, historical climate intelligence, and live mandi prices. --- Website link: kisan-mitr-3-kgss.onrender.… # 📌 Overview Kisan-Mitr is a modern agricultural intelligence platform built especially for farmers in Andhra Pradesh. The platform combines: - 🌦️ Real-time weather forecasts - 🛰️ NASA historical climate data - 🌱 Soil-based crop recommendations - 📈 Live mandi prices - 📖 Dynamic farming guidance - 🌐 Telugu + English bilingual support The application is optimized for mobile devices and rural network conditions. --- # 🚀 Features ## 🌦️ Smart Weather Intelligence - Live weather forecasting using OpenWeatherMap API - Temperature, rainfall, and humidity analysis - Weather trend detection - NASA climate comparison engine - Seasonal anomaly prediction --- ## 🌱 AI-Based Crop Recommendation The crop recommendation engine evaluates: - District compatibility - Soil suitability - Weather alignment ### Scoring System | Criteria | Weight | |---|---| | Weather Match | +50 | | Soil Match | +30 | | District Native Crop | +20 | ### Crop Categories - ✅ Elite Matches - 👍 Highly Suitable - ⚠️ Use Caution --- ## 📖 Dynamic Farming Guide Provides stage-wise farming guidance: 1. Soil Preparation 2. Sowing 3. Irrigation 4. Fertilizers 5. Pest Control 6. Harvesting ### Smart Climate Adjustments - Low rainfall → irrigation alerts - Heavy rainfall → drainage suggestions - High temperature → mulching recommendations --- ## 📈 Live Mandi Prices Integrated with Government of India Agmarknet API. Features: - Real-time commodity prices - Crop name mapping - Intelligent fallback search - API response caching --- ## 🌐 Bilingual Support - English - Telugu (తెలుగు) Designed for accessibility …