AsmauBilbis/AgriConnect_AI_Agents

Multi-Agent AI System for Agricultural Disease Diagnosis in Hausa - AI Agents Intensive Capstone Project # AgriConnect AI Agent Multi-Agent AI System for Agricultural Disease Diagnosis in Hausa Empowering Nigerian Farmers with Instant, Accessible Crop Intelligence --- ## 🎯 Problem Statement In Northern Nigeria, over 70% of the workforce depends on agriculture, yet farmers face devastating crop losses: - 🔴 20-80% crop losses from diseases annually - 🔴 No access to agricultural extension officers - 🔴 Language barriers - existing AI tools only in English - 🔴 Incomplete information - farmers lack integrated market and weather intelligence **The result?** Billions of Naira in losses, food insecurity, and farmers unable to support their families. --- ## 💡 Solution AgriConnect is a production-ready multi-agent AI system that provides: - ✅ Instant disease diagnosis using Gemini Vision AI - ✅ Complete Hausa translation for accessibility - ✅ Market intelligence with real-time prices - ✅ Weather forecasting for treatment timing - ✅ Treatment recommendations with prevention strategies - ✅ Farmer memory profiles for personalized advice **Execution time:** 15-20 seconds for complete analysis --- ## 🏗️ System Architecture Five specialized AI agents orchestrated to deliver comprehensive agricultural intelligence ### The Five Agents | Agent | Role | Technology | Output | |-------|------|------------|--------| | 🔬 Crop Pathologist | Disease identification | Gemini Vision API + Disease DB | Disease name, severity, treatment | | 📊 Quality Assessor | Plant health evaluation | Gemini Vision API | Health score (0-100), damage assessment | | 🌍 Geo-Context | Market & weather intelligence | Weather API + Market data | Prices, forecast, advisories | | 🌐 Translation | Hausa accessibility | Gemini API | Complete Hausa translation | | 💾 Memory Bank | Personalization | Session management | Farmer profiles, history | --- ## ✨ Key Features ### 🎯 Core Capabilities - **Multi-Agent Orchestration** - 5 specialized agents working in harmony - **Vision AI** - Gemini Vision for accurate …