RootSource AI 🌱

A multilingual AI-powered farming assistant that helps answer agriculture-related questions in any language using advanced AI tools and search capabilities.

Features

• 🌍 Multilingual Support: Ask questions in any language and get responses in your native language
• 🔍 Intelligent Search: Uses Wikipedia, ArXiv, and DuckDuckGo for comprehensive farming information
• 🤖 AI-Powered: Leverages advanced language models for accurate responses
• 💬 Interactive Chat: Streamlit-based user-friendly interface
• 🧠 Memory: Maintains conversation context for better interactions

Technologies Used

• Streamlit - Web interface
• LangChain - AI agent framework
• OpenAI/Groq - Language model integration
• Wikipedia/ArXiv/DuckDuckGo - Information sources
• Google Translator - Multilingual support

Setup and Installation

Prerequisites

• Python 3.11+
• GROQ API key

Local Development

1. Clone the repository:

   git clone https://github.com/Rafi-uzzaman/RootSourceBot.git
   cd RootSourceBot

2. Create a virtual environment:

   python -m venv .venv
   source .venv/bin/activate  # On Windows: .venv\Scripts\activate

3. Install dependencies:

   pip install -r requirements.txt

4. Set up environment variables: Create a .env file in the root directory:

   GROQ_API_KEY=your_groq_api_key_here
   

5. Run the application:

   streamlit run app.py

Deployment

Streamlit Community Cloud (Free)

1. Push your code to GitHub
2. Go to share.streamlit.io
3. Connect your GitHub repository
4. Add your GROQ_API_KEY in the secrets section
5. Deploy!

Other Deployment Options

• Railway: Connect GitHub repo and deploy
• Render: Deploy from GitHub with automatic builds
• Heroku: Use the provided Procfile for deployment

Environment Variables

Variable	Description	Required
GROQ_API_KEY	Your Groq API key for AI model access	Yes

Usage

1. Open the application in your browser
2. Type your farming-related question in any language
3. The AI will detect your language and provide a response
4. Continue the conversation for follow-up questions

Contributing

1. Fork the repository
2. Create a feature branch
3. Make your changes
4. Submit a pull request

License

This project is open source and available under the MIT License.

Support

For support, please open an issue on GitHub or contact the maintainers. RootSource AI, Ask your farming-related questions in any language, and get accurate answers!