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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. |