leemgs / mindsdb

Predictive AI layer for existing databases.

MindsDB is an open-source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using SQL queries.

Predictive AI layer for existing databases

Try it out

• Installing MindsDB
• AI Tables
  • AI Tables in MariaDB
  • AI Tables in ClickHouse
  • AI Tables in MySQL
  • AI Tables in PostgreSQL
• Learning from Examples
• MindsDB Explainability GUI
• Frequently Asked Questions

Installation

• Desktop:

  • Virtual Environment: We suggest you to run MindsDB on a virtual environment to avoid dependency issues. Make sure your Python version is >=3.6. To set up a virtual environment:
    1. Create and activate venv:

    python -m venv venv
    source venv/bin/activate

    2. Install MindsDB:

    pip install mindsdb

    3. Run MindsDB:

    python -m mindsdb

  Note: Python 64 bit version is required. Depending on your environment, you might have to use pip3 instead of pip, and python3.x instead of python in the above commands.*

  • Host Environment: You can use MindsDB on your own computer in under a minute, if you already have a python environment setup, just run the following command:
    1. Install MindsDB:

     pip install mindsdb --user

    2. Run MindsDB:

    python -m mindsdb

  Note: Python 64 bit version is required. Depending on your environment, you might have to use pip3 instead of pip, and python3.x instead of python in the above commands.*

  If for some reason this fail, don't worry, simply follow the complete installation instructions which will lead you through a more thorough procedure which should fix most issues.

• Docker: If you would like to run it all in a container simply:

sh -c "$(curl -sSL https://raw.githubusercontent.com/mindsdb/mindsdb/master/distributions/docker/build-docker.sh)"

MindsDB AI tables demo using MariaDB (Video tutorial)

Please click on the image below to load the tutorial:

Contributing

To contribute to mindsdb, please check out our Contribution guide.

Report Issues

Please help us by reporting any issues you may have while using MindsDB.

License

• MindsDB License