FarmGPT: A Multi-Agent Agricultural Assistant
Far_Rub_6125 · reddit · 2026-07-13
During Kaggle's 5-Day AI Agents course, the author built FarmGPT AI, a multi-agent assistant designed for agricultural scenarios.
Key Features
- Leaf image disease recognition
- Agricultural chatbot
- Farm planner with downloadable PDFs
- Market intelligence for crop price analysis
- "Command Center" for personalized advice
- Account system and farmer profiles
Architecture
Instead of stuffing all requests into a single massive prompt, the app divides tasks among specialized agents:
- Intent Router
- Disease Agent
- Farm Planner Agent
- Market Intelligence Agent
- AI Command Center
The author notes that this approach makes scaling and organization much easier, though the main challenges lie in designing multi-agent workflows, routing, image-based disease diagnosis, and managing UI complexity.
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