---
license: mit
title: MultiAgenticAIForSustainableFarming
sdk: streamlit
emoji: 🌱
colorFrom: green
colorTo: yellow
sdk_version: 1.38.0
app_file: app.py
pinned: false
short_description: AI system for sustainable farming using intelligent agents.
---

# 🌱 Agentic AI for Sustainable Farming

**Agentic AI for Sustainable Farming** is a multi-agent intelligent system designed to transform agriculture by bringing together farmers, weather stations, and agricultural experts for smarter, data-driven decisions.

This AI-powered tool promotes **sustainability**, **resource optimization**, and **improved farmer livelihoods** through collaborative agent-based logic.

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## 🚀 Key Features

- 🌾 **Farmer Agent** – Collects crop and soil preferences  
- 🌦️ **Weather Analyst Agent** – Forecasts rainfall & temperature  
- 🧑‍🔬 **Sustainability Expert Agent** – Tracks environmental impact  
- 🔁 **Crop Rotation Planner**  
- 🧮 **Fertilizer Optimization Calculator**  
- 🐛 **Pest & Disease Predictor**  
- 🌐 **Multi-lingual Support (10+ Indian languages)**  
- 🔐 **Farmer Login & Secure Access**  
- 📊 **Sustainability Score Tracker** with real-time visualization  

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## 🧑‍💻 How It Works

Using a Streamlit interface, the system allows users (farmers) to input their details and receive personalized recommendations powered by:
- Machine learning models (scikit-learn)
- Multi-agent collaboration (LangChain, PyAutoGen)
- Real-time weather and crop data
- SQLite database storage

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## 🛡 License

This project is licensed under the **MIT License**.  
© 2025 B Chaitanya Reddy and Team.

See full terms in the [`LICENSE`](./LICENSE) file.

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## 👥 Team Credits

- **B Chaitanya Reddy** – Lead Developer & System Architect  
- **Taarun Adithya SK** – AI Modeling & Pest Predictor  
- **Mohammed Saad** – Database Design & Market Analytics  
- **Mohammed Touhid** – Frontend & UI Enhancement  

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## 🔗 GitHub Repository

View full code and documentation here:  
👉 [GitHub - Agentic AI for Sustainable Farming](https://github.com/BChaitanyaReddy895/Agentic-AI-for-Sustainable-Farming)

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## 🌍 Let’s build a sustainable farming future, together.