The data-centric approach of MindsDB AI Logic server brings the process closer to the source of the data minimizing the need to build and maintain data pipelines and ETL’ing, speeding up the time to deployment and reducing complexity and because it'sa server, everything you build on top of mindsdb is automatically ready for production.

MindsDB has an active and helpful community. Feel free to join our Slack and check-out the rewards and community programs. P.S. If you like our open-source project we'd appreciate if you star it on GitHub ⭐!

Installation - Overview - Features - Database Integrations - Quickstart - Documentation - Support - Contributing - Mailing lists - License

Demo

You can try MindsDB using our demo environment with sample data for most popular use cases.

Installation

The prefered way is to use MindsDB Cloud free demo instance or use a dedicated instance. If you want to move to production use the AWS AMI image.

To install locally or on-premise pull the latest Docker image:

docker pull mindsdb/mindsdb

How it works

1. CONNECT MindsDB to your data platform. We support 100+ data platforms and this list is constantly growing. If you can’t find the integration you need, please let us know.
2. CREATE MODEL to connect the AI Engine you pick that will learn from your data and serve it as AI Table.
   1. If you have an NLP use case, CREATE MODEL will integrate the AI Table with already pre-trained model you choose (like OpenAI’s GPT or Hugging Face models).
   2. Please check the docs if you want to have manual control over model engineering.
3. JOIN such model with your database tables to make predictions for thousands or even millions of data points at once, or run SELECT statements or API calls to make one time predictions.
4. Set up a JOB to automate your re-training cycle and predictions pipelines for the new incoming data.
5. Alternatively, use REST API to query the models

Follow the quickstart guide with sample data to get on-boarded as fast as possible.

Database Integrations

MindsDB works with most of the SQL and NoSQL databases, data lakes and popular applications.

Connect your Data	Connect your Data	Connect your Data

:question: :wave: Missing integration?

Documentation

You can find the complete documentation of MindsDB at docs.mindsdb.com.

Support

If you found a bug, please submit an issue on GitHub.

To get community support, you can:

• Post a question at MindsDB Slack community.
• Ask for help at our GitHub Discussions.
• Ask a question at Stackoverflow with a MindsDB tag.

If you need commercial support, please contact MindsDB team.

Contributing

A great place to start contributing to MindsDB is to check our GitHub projects :checkered_flag:

• Community contributor's dashboard tasks.
• First timers only issues, if this is your first time contributing to an open source project.

We are always open to suggestions so feel free to open new issues with your ideas and we can guide you!

Being part of the core team is accessible to anyone who is motivated and wants to be part of that journey! If you'd like to contribute to the project, refer to the contributing documentation.

Please note that this project is released with a Contributor Code of Conduct. By participating in this project, you agree to abide by its terms.

Also, check out the rewards and community programs.

Current contributors

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Subscribe to updates

Join our Slack community and subscribe to the monthly Developer Newsletter to get product updates, information about MindsDB events and contests, and useful content, like tutorials.

License

MindsDB is licensed under GNU General Public License v3.0