Mindsdb

MindsDB connects AI models to databases.
Alternatives To Mindsdb
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Mindsdb17,980
14 hours ago434July 25, 2023564gpl-3.0Python
MindsDB connects AI models to databases.
Gun17,345246153a month ago236December 23, 2022296otherJavaScript
An open source cybersecurity protocol for syncing decentralized graph data.
Sqlflow4,68217 months ago1November 19, 2019250apache-2.0Go
Brings SQL and AI together.
Data Science Best Resources2,466
4 months ago5mit
Carefully curated resource links for data science in one place
Evadb2,339
16 hours ago36June 20, 202269apache-2.0Python
Database system for AI-powered apps
Computer Science Resources2,119
4 months ago6
A list of resources in different fields of Computer Science
Casibase1,080
a day ago80September 17, 20237apache-2.0JavaScript
⚡️Open-source AIGC vector & knowledge database with web UI, similar to LangChain⚡️, supports OpenAI, HuggingFace, OpenRouter, Local Models
Magic917
2 days ago1mitTypeScript
Create a custom ChatGPT-based website chatbot
Awesome Fl872
10 days agocc-by-sa-4.0Python
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
Cs Wiki725
4 months ago2gpl-3.0JavaScript
📙 致力打造完善的后端知识体系. Not only an Interview-Guide, but also a Learning-Direction.
Alternatives To Mindsdb
Select To Compare


Alternative Project Comparisons
Readme

MindsDB


MindsDB's AI Virtual Database empowers developers to connect any AI/ML model to any datasource. This includes relational and non-relational databases, data warehouses and SaaS applications. Tweet

MindsDB offers three primary benefits to its users.

  1. Hook AI models to run automatically as new data is observed and plug the output into any of our integrations.
  2. Automate training and finetuning AI models from data contained in any of the 130+ datasources we support.
image

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 the most popular use cases.

Installation

The preferred 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 hundreds of integrations, and this list is constantly growing. If you cant find the integration you need, please let us know.
  2. CREATE MODEL: and pick the AI Engine to learn from your data. The models get provisioned and deployed automatically and become ready for inference instantaneously.
    1. Pick pre-trained models like OpenAIs GPT, Hugging Face, LangChain, etc, for NLP or generative AI use cases;
    2. or pick from a variety of state-of-the-art engines for classic machine Learning use cases (regression, classification, or time-series tasks);
    3. or IMPORT custom model built with any ML framework to automatically deploy as AI Tables.
  3. SELECT FROM MODEL: Query models using SELECT statements, API calls, or JOIN commands to make predictions for thousands or millions of data points simultaneously.
  4. FINE TUNE MODEL: Experiment with your models and Fine-Tune them to achieve the best results.
  5. CREATE JOB: Automate your workflows with JOBs.

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

Data Integrations

MindsDB works with most SQL, NoSQL databases, data warehouses, and popular applications. You can find the list of all supported integrations here.

❓ 👋 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:

If you need commercial support, please contact MindsDB team.

Contributing

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

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.

This project is released with a Contributor Code of Conduct. By participating in this project, you agree to follow its terms.

Also, check out the rewards and community programs.

Current contributors

Made with contributors-img.

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

Popular Database Projects
Popular Artificial Intelligence Projects
Popular Data Storage Categories
Related Searches

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Python
Databases
Database
Machine Learning
Ml
Mongodb
Mysql
Postgres
Artificial Intelligence
Ai
Table
Chatbot
Time Series
Mariadb
Forecasting