Nithin464646/AgriConnect

AgriConnect is an advanced, light-themed digital agriculture platform designed to support farmers in Southern Karnataka (e.g., Kolar, Tumakuru, Mandya) by combining real-time APMC Mandi data, predictive machine learning analytics, and AI-driven agronomic assistance. # AgriConnect — Full-Stack AI Agricultural Intelligence Platform > **Empowering Farmers, Enriching Future** > **Major Project 2026–2027** | A full-stack agricultural intelligence platform for Karnataka farmers, providing real-time APMC mandi prices, 4-model ML price forecasting, AI-driven government scheme matching, multi-format educational video content, an interactive pest diagnostic scanner, and a 5-language AI farm assistant (AgriBot). --- ## 📋 Table of Contents 1. Project Overview 2. Project Methodology — What We Have Done 3. Technology Stack & Architectural Rationale 4. Complete Module Breakdown & Features 5. Krishi Bhagya Scheme Implementation 6. Design System & Aesthetics 7. API Endpoints Reference 8. Database Architecture & Fallback System 9. 5-Tier Verification & Quality Assurance Report 10. Getting Started & Local Execution --- ## 1. Project Overview **AgriConnect** is a unified full-stack digital web application serving farmers, agricultural extension officers, and APMC market analysts in Karnataka, India. Key capabilities include: - **Live Mandi Intelligence**: Real-time crop prices across 9 Karnataka districts and 30+ APMC mandis with animated marquee price ticker. - **ML Price Forecasting**: 7-day crop price predictions powered by 4 machine learning models (OLS Linear Regression, Random Forest, Decision Tree, AdaBoost) with confidence interval shading. - **AI Government Scheme Matching**: Entitlement evaluator scoring 5 major Karnataka and Central schemes (e.g. Krishi Bhagya 90%/80% tiers, PM-KISAN, Raitha Vidya Nidhi, Surya Raitha, Organic Farming Support). - **AgriBot Chat Assistant**: 5-language conversational AI (English, Kannada, Hindi, Telugu, Tamil) powered by Google Gemini LLM context injection. - **Edu Hub**: Educational guides and multi-format media player (MP4, 2D, 3D videos) with speed and fullscreen controls. - **Farmer Profile & Smart Tools**: AI Pest Diagnostic leaf scanner, cost/profit yield calculator, crop calendar, and soil …