DataMind AI - Chat with Excel

Overview

DataMind AI is a Streamlit-based AI application designed to process and analyze Excel files interactively. It is deployed using Docker and runs within the same network as mlhub.space, utilizing a wildcard domain for easy access.

Deployment and Access

This project is configured to run within the llm_network, allowing seamless interaction with other services in the ML Hub ecosystem. It is accessible through the subdomain:

  datamindai.mlhub.space

If you want to learn more about llm_network, please follow mlhub.space.

Prerequisites

Ensure the following dependencies are installed:

• Docker
• Docker Compose
• A wildcard DNS record for *.mlhub.space

Setup

1. Clone the Repository:

   git clone https://github.com/NiloyKumarKundu/DataMind-AI.git
   cd datamind-ai
   

2. Create a .env File: Define the required environment variables in the project root:

   STREAMLIT_SERVER_ADDRESS=your_streamlit_server_address
   STREAMLIT_SERVER_PORT=your_streamlit_server_port
   VIRTUAL_HOST=your_domain (e.g. datamindai.mlhub.space)
   GROQ_API_KEY=your_groq_api_key
   

3. Build and Start the Container:

    docker-compose --env-file .env up --build -d
   

Services

DataMind AI (Streamlit App)

• Build Context: ./chatExcel

• Environment Variables:

  • STREAMLIT_SERVER_ADDRESS: Server binding address.

  • STREAMLIT_SERVER_PORT: Port for Streamlit UI.

  • VIRTUAL_HOST: Subdomain for routing traffic.

  • GROQ_API_KEY: API key for external integrations.

• Network: Runs on llm_network to interact with other LLM services.

• Restart Policy: Always ensures automatic recovery from failures.

Managing the Deployment

Start the Service

  docker-compose --env-file .env up -d

Stop the Service

  docker-compose --env-file .env down

View Logs

  docker-compose logs -f

Rebuild the Service

  docker-compose --env-file .env up --build -d

Screenshots

Include relevant screenshots of the application interface to help visualize the system in action.

Notes

• Ensure the wildcard domain (*.mlhub.space) is correctly configured to route traffic.

• The GROQ_API_KEY should be set for proper API integration.

• The datamind-ai service is configured to restart automatically in case of failures.

License

This project is licensed under the MIT License.

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For any issues, please open a GitHub issue or contact: niloykk.connect@gmail.com