FunctionalAgro

FunctionalAgro Built to empower farmers with AI-driven agricultural assistance, FunctionalAgro combines Edge AI, Generative AI, and real-time data to deliver localized farming insights, crop disease detection, and fair-trade negotiation, even in areas with limited internet connectivity. Key Features -Edge AI Diagnosis: Detects crop diseases instantly using offline-capable AI running directly in the browser with TensorFlow.js. -Multilingual AI Advisory: Provides voice-to-voice farming guidance in 7+ Indian languages, combining the Gemini API with live weather data for personalized agricultural recommendations. -AI Dalal Negotiation: Enables farmers to negotiate crop prices with AI trader personas using live Government of India Agmarknet market data for fair pricing. Technical Deep Dive -Frontend & Edge AI: Developed as a Progressive Web App (PWA) using React and Vite, with TensorFlow.js (MobileNet V2) performing on-device crop disease detection for offline accessibility. -Backend Services: Built with FastAPI to efficiently process asynchronous API requests and deliver high-performance AI-powered services. -AI & Data Management: Integrates the Gemini API for intelligent multilingual responses, SQLite for real-time disease outbreak geotagging, and Firebase for secure Google authentication and personalized user alert preferences.