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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. | |
| --- | |
| ## 🚀 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 | |
| --- | |
| ## 🧑💻 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 | |
| --- | |
| ## 🛡 License | |
| This project is licensed under the **MIT License**. | |
| © 2025 B Chaitanya Reddy and Team. | |
| See full terms in the [`LICENSE`](./LICENSE) file. | |
| --- | |
| ## 👥 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 | |
| --- | |
| ## 🔗 GitHub Repository | |
| View full code and documentation here: | |
| 👉 [GitHub - Agentic AI for Sustainable Farming](https://github.com/BChaitanyaReddy895/Agentic-AI-for-Sustainable-Farming) | |
| --- | |
| ## 🌍 Let’s build a sustainable farming future, together. |