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Agro AID 🌾

Python package

A modern, AI-powered agricultural assistance platform that helps farmers make data-driven decisions for crop management and optimization.

🌟 Features

🎯 Crop Recommendation

  • Smart crop suggestions based on soil composition, climate, and historical data
  • Personalized recommendations considering local weather patterns
  • Profit optimization based on market trends

🌱 Fertilizer Optimization

  • Custom fertilizer recommendations based on soil nutrients
  • Balanced NPK ratio suggestions
  • Cost-effective fertilizer planning

📊 Weather Integration

  • Real-time weather forecasting
  • Climate impact analysis
  • Seasonal planning assistance

💰 Profit Analysis

  • State-wise profit projections
  • Market trend analysis
  • ROI calculations for different crops

🚀 Modern UI Features

  • Responsive design for all devices
  • Interactive dashboards
  • Real-time data visualization
  • User-friendly navigation
  • Dark/Light mode support
  • Mobile-first approach

🛠️ Technology Stack

  • Backend: Python 3.9+
  • Frontend: HTML5, CSS3, Modern JavaScript
  • ML/AI: Scikit-learn, TensorFlow
  • Data Processing: Pandas, NumPy
  • Weather API Integration: OpenWeatherMap
  • Visualization: Plotly, Chart.js

🏃‍♂️ Getting Started

Prerequisites

  • Python 3.9 or higher
  • pip package manager
  • Virtual environment (recommended)

Installation

  1. Clone the repository:
git clone https://github.com/Abs6187/Agro-AID.git
cd Agro-AID
  1. Create and activate virtual environment:
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
  1. Install dependencies:
pip install -r requirements.txt
  1. Set up environment variables:
cp .env.example .env
# Edit .env with your API keys and configurations
  1. Run the application:
python app.py

🧪 Testing

Run the test suite:

pytest

🤝 Contributing

  1. Fork the repository
  2. Create your feature branch (git checkout -b feature/AmazingFeature)
  3. Commit your changes (git commit -m 'Add some AmazingFeature')
  4. Push to the branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

👥 Team

  • Created with ❤️ for Smart India Hackathon 2024
  • Maintained by Abs6187

📞 Support

For support, email [contact2abhaygupta6187@gmail.com] or open an issue on GitHub.

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