A Smart AI-powered system that empowers farmers with real-time weather-based crop recommendations and market insights.
Many farmers lack access to expert agricultural advice and real-time data, leading to poor crop choices and financial losses. This project bridges that gap using Artificial Intelligence, real-time weather APIs, and market analysis to enable better, data-driven decisions.
The system suggests the most sustainable crops for cultivation based on soil parameters, live weather data, and current market prices using a multi-agent architecture.
- Python – Core logic & backend
- Tkinter – User interface development
- SQLite – Data persistence
- Matplotlib & Pandas – Data visualization & analytics
- WeatherAPI – Real-time weather data
- TinyLlama (via Ollama API) – AI crop recommendation agent
🌱 Enhances farmer productivity through AI-based decision making.
🌦 Optimizes crop selection based on real-time environmental factors.
📈 Improves profitability with intelligent market trend analysis.
🧾 Allows farmers to store and export historical data for planning.