FarmGPT AI – A Multi-Agent AI Farming Assistant for Smart Agriculture on #kaggle

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Summary

FarmGPT AI is a multi-agent AI farming assistant built by the author for a Kaggle course, featuring crop disease detection, chatbot, farm planner, market intelligence, and a command center.

🌱 I built an AI Farming Assistant using Multi-Agent AI – Looking for Feedback! Hi everyone! 👋 Over the past few weeks, I challenged myself to build a real-world AI application as part of Kaggle's 5-Day AI Agents: Intensive Vibe Coding Course with Google. The result is FarmGPT AI — a multi-agent AI farming assistant designed to help farmers make better decisions throughout the crop lifecycle. 🚀 Features 🌿 AI-powered crop disease detection from leaf images 💬 Intelligent farming chatbot 🗓️ AI Farm Planner with downloadable PDF reports 📈 Market Intelligence for crop price analysis 🚨 AI Farm Command Center with personalized recommendations 🔐 Authentication and personalized farmer profiles 📱 Fully responsive modern UI 🛠️ Tech Stack React + TypeScript TanStack Start Tailwind CSS Supabase PostgreSQL Lovable AI Gateway Gemini AI Vercel 🤖 Architecture Instead of using one large prompt, the app routes requests through specialized AI agents: Intent Router Disease Agent Farm Planner Agent Market Intelligence Agent AI Command Center This made the application much easier to scale and organize. 💡 Biggest Challenges The hardest parts were: Designing the multi-agent workflow Routing requests to the correct agent Building a disease diagnosis flow using image input Keeping the UI clean while supporting multiple AI features
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