Metadata-Version: 2.1
Name: MindsDB
Version: 23.11.4.0
Summary: MindsDB server, provides server capabilities to mindsdb native python library
Home-page: https://github.com/mindsdb/mindsdb
Download-URL: https://pypi.org/project/mindsdb/
Author: MindsDB Inc
Author-email: jorge@mindsdb.com
License: ELv2
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Provides-Extra: test
Provides-Extra: grpc
Provides-Extra: dev
Provides-Extra: all_extras
Provides-Extra: cohere
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Provides-Extra: google_calendar
Provides-Extra: orioledb
Provides-Extra: youtube
Provides-Extra: coinbase
Provides-Extra: oracle
Provides-Extra: sentence_transformer
Provides-Extra: lindorm
Provides-Extra: discord
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Provides-Extra: chromadb
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Provides-Extra: sendinblue
Provides-Extra: twelve_labs
Provides-Extra: merlion
Provides-Extra: confluence
Provides-Extra: frappe
Provides-Extra: cloud_sql
Provides-Extra: openbb
Provides-Extra: flaml
Provides-Extra: huggingface
Provides-Extra: huggingface-cpu
Provides-Extra: pinecone
Provides-Extra: empress
Provides-Extra: reddit
Provides-Extra: timegpt
Provides-Extra: eventbrite
Provides-Extra: symbl
Provides-Extra: couchbase
Provides-Extra: slack
Provides-Extra: strava
Provides-Extra: quickbooks
Provides-Extra: redshift
Provides-Extra: file
Provides-Extra: github
Provides-Extra: vitess
Provides-Extra: web
Provides-Extra: luma
Provides-Extra: impala
Provides-Extra: tdengine
Provides-Extra: huggingface_api
Provides-Extra: ignite
Provides-Extra: hive
Provides-Extra: teradata
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Provides-Extra: google_books
Provides-Extra: edgelessdb
Provides-Extra: matrixone
Provides-Extra: elasticsearch
Provides-Extra: xata
Provides-Extra: google_fit
Provides-Extra: supabase
Provides-Extra: solace
Provides-Extra: weaviate
Provides-Extra: altibase
Provides-Extra: openstreetmap
Provides-Extra: lightfm
Provides-Extra: ms_teams
Provides-Extra: hana
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Provides-Extra: stripe
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Provides-Extra: writer
Provides-Extra: llama_index
Provides-Extra: rocket_chat
Provides-Extra: databricks
Provides-Extra: milvus
Provides-Extra: documentdb
Provides-Extra: dremio
Provides-Extra: whatsapp
Provides-Extra: mssql
Provides-Extra: langchain_embedding
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Provides-Extra: timescaledb
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Provides-Extra: google_content_shopping
Provides-Extra: autogluon
Provides-Extra: oceanbase
Provides-Extra: ckan
Provides-Extra: cockroach
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Provides-Extra: monetdb
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Provides-Extra: sqreamdb
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Provides-Extra: maxdb
Provides-Extra: paypal
Provides-Extra: rockset
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Provides-Extra: tidb
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Provides-Extra: phoenix
Provides-Extra: questdb
Provides-Extra: byom
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Provides-Extra: pinot
Provides-Extra: materialize
Provides-Extra: yugabyte
Provides-Extra: planetscale
Provides-Extra: starrocks
Provides-Extra: twilio
Provides-Extra: anomaly_detection
Provides-Extra: cassandra
Provides-Extra: ingres
Provides-Extra: informix
Provides-Extra: palm
Provides-Extra: anyscale_endpoints
Provides-Extra: binance
Provides-Extra: openai
Provides-Extra: mediawiki
Provides-Extra: mendeley
Provides-Extra: databend
Provides-Extra: cloud_spanner
Provides-Extra: gmail
Provides-Extra: hsqldb
Provides-Extra: mariadb
Provides-Extra: kinetica
Provides-Extra: newsapi
Provides-Extra: monkeylearn
Provides-Extra: mysql
Provides-Extra: google_search
Provides-Extra: aurora
Provides-Extra: surrealdb
Provides-Extra: datastax
Provides-Extra: pycaret
Provides-Extra: spacy
Provides-Extra: plaid
Provides-Extra: ludwig
Provides-Extra: rag
Provides-Extra: neuralforecast
Provides-Extra: neuralforecast-extra
Provides-Extra: faunadb
Provides-Extra: all_handlers_extras
License-File: LICENSE

<h1 align="center">
	<img width="300" src="https://github.com/mindsdb/mindsdb_native/blob/stable/assets/MindsDBColorPurp@3x.png?raw=true" alt="MindsDB">
	<br>
</h1>

<div align="center">

<a
     href="https://runacap.com/ross-index/annual-2022/"
     target="_blank"
     rel="noopener"
/>
    <img
        style="width: 260px; height: 56px"
        src="https://runacap.com/wp-content/uploads/2023/02/Annual_ROSS_badge_white_2022.svg"
        alt="ROSS Index - Fastest Growing Open-Source Startups | Runa Capital"
        width="260"
        height="56"
    />
</a>

<p>
	<a href="https://github.com/mindsdb/mindsdb/actions"><img src="https://github.com/mindsdb/mindsdb/actions/workflows/release.yml/badge.svg" alt="MindsDB Release"></a>
	<a href="https://www.python.org/downloads/" target="_blank"><img src="https://img.shields.io/badge/python-3.8.x%7C%203.9.x%7C%203.10.x%7C%203.11.x-brightgreen.svg" alt="Python supported"></a>
	<a href="https://pypi.org/project/MindsDB/" target="_blank"><img src="https://badge.fury.io/py/MindsDB.svg" alt="PyPi Version"></a>
	<br />
	<img alt="PyPI - Downloads" src="https://img.shields.io/pypi/dm/Mindsdb">  <a href="https://hub.docker.com/u/mindsdb" target="_blank"><img src="https://img.shields.io/docker/pulls/mindsdb/mindsdb" alt="Docker pulls"></a>
	<a href="https://ossrank.com/p/630"><img src="https://shields.io/endpoint?url=https://ossrank.com/shield/630"></a>
	<a href="https://www.mindsdb.com/"><img src="https://img.shields.io/website?url=https%3A%2F%2Fwww.mindsdb.com%2F" alt="MindsDB Website"></a>
	<a href="https://mindsdb.com/joincommunity" target="_blank"><img src="https://img.shields.io/badge/slack-@mindsdbcommunity-brightgreen.svg?logo=slack " alt="MindsDB Community"></a>
	<br />
	<a href="https://deepnote.com/project/Machine-Learning-With-SQL-8GDF7bc7SzKlhBLorqoIcw/%2Fmindsdb_demo.ipynb" target="_blank"><img src="https://deepnote.com/buttons/launch-in-deepnote-white.svg" alt="Launch in Deepnote"></a>
	<br />
	<a href="https://gitpod.io/#https://github.com/mindsdb/mindsdb" target="_blank"><img src="https://gitpod.io/button/open-in-gitpod.svg" alt="Open in Gitpod"></a>
</p>

<h3 align="center">
	<a href="https://www.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Website</a>
	<span> | </span>
	<a href="https://docs.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Docs</a>
	<span> | </span>
	<a href="https://mindsdb.com/joincommunity">Community Slack</a>
	<span> | </span>
	<a href="https://github.com/mindsdb/mindsdb/projects?type=classic">Contribute</a>
	<span> | </span>
	<a href="https://cloud.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Demo</a>
	<span> | </span>
	<a href="https://mindsdb.com/hackerminds-ai-app-challenge">Hackathon</a>
</h3>

</div>

----------------------------------------

[MindsDB's](https://mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) **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](https://img.shields.io/twitter/url/http/shields.io.svg?style=social)](https://twitter.com/intent/tweet?text=Build%20AI-Centered%20Applications%20&url=https://www.mindsdb.com&via=mindsdb&hashtags=ai,ml,nlp,machine_learning,neural_networks,databases,gpt3)

MindsDB offers two 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.
  
<img width="1089" alt="image" src="https://github.com/mindsdb/mindsdb/assets/5898506/5451fe7e-a854-4c53-b34b-769b6c7c9863">

[Installation](#Installation)- [How it works](#Howitworks) - [DatabaseIntegrations](#DatabaseIntegrations) - [Documentation](#Documentation) - [Support](#Support) - [Contributing](#Contributing)
[Current contributors](#Currentcontributors) - [License](#License)

----------------------------------------




## Installation <a name="Installation"></a>

The preferred way is to use MindsDB Cloud [free demo instance](https://cloud.mindsdb.com/home) or use a [dedicated instance](https://cloud.mindsdb.com/home). If you want to move to production, use [the AWS AMI image](https://aws.amazon.com/marketplace/seller-profile?id=03a65520-86ca-4ab8-a394-c11eb54573a9).

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

```
docker pull mindsdb/mindsdb
```

## How it works <a name="How it works"></a>

1. **Connect:** Link MindsDB to your data platform. With support for hundreds of integrations and counting, we're constantly expanding our list.
2. **Create Model:** Select an AI Engine to learn from your data. Models are provisioned and deployed instantly for inference.
    - Choose from pre-trained models like OpenAI's GPT, Hugging Face, LangChain, etc., for NLP and generative AI.
    - Or select from a range of state-of-the-art engines for classic ML tasks (regression, classification, time-series).
    - Even [import custom models](https://docs.mindsdb.com/custom-model/byom) built with any ML framework.
3. **Query Models:** Use [SELECT statements](https://docs.mindsdb.com/sql/api/select), [API calls](https://docs.mindsdb.com/rest/usage), or [JOIN commands](https://docs.mindsdb.com/sql/api/join) to make predictions on thousands or millions of data points simultaneously.
4. **Fine-Tune Models:** Experiment and [Fine-Tune](https://docs.mindsdb.com/sql/api/finetune) to achieve optimal results.
5. **Automate Workflows:** Streamline operations with [JOBS](https://docs.mindsdb.com/sql/create/jobs).

Follow the [quickstart guide](https://docs.mindsdb.com/quickstart?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) with sample data to get on-boarded as fast as possible.


## Data Integrations <a name="DatabaseIntegrations"></a>

MindsDB works with most SQL, NoSQL databases, data warehouses, and popular applications. You can find the list of all supported integrations [here](https://docs.mindsdb.com/data-integrations/all-data-integrations).


[:question: :wave: Missing integration?](https://github.com/mindsdb/mindsdb/issues/new?assignees=&labels=&template=feature-mindsdb-request.yaml)


## Documentation <a name="Documentation"></a>

You can find the complete documentation of MindsDB at [docs.mindsdb.com](https://docs.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo).

## Support <a name="Support"></a>

If you found a bug, please submit an [issue on GitHub](https://github.com/mindsdb/mindsdb/issues/new/choose).

To get community support, you can:

* Post a question at MindsDB [Slack community](https://mindsdb.com/joincommunity).
* Ask for help at our [GitHub Discussions](https://github.com/mindsdb/mindsdb/discussions).
* Ask a question at [Stackoverflow](https://stackoverflow.com/questions/tagged/mindsdb) with a MindsDB tag.

If you need commercial support, please [contact](https://mindsdb.com/contact/?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) MindsDB team.

## Contributing <a name="Contributing"></a>

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

* Community contributor's [dashboard tasks](https://github.com/mindsdb/mindsdb/projects/8).
* [First timers only issues](https://github.com/mindsdb/mindsdb/issues?q=is%3Aissue+is%3Aopen+label%3Afirst-timers-only), 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](https://docs.mindsdb.com/contribute/?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo).

This project is released with a [Contributor Code of Conduct](https://github.com/mindsdb/mindsdb/blob/stable/CODE_OF_CONDUCT.md). By participating in this project, you agree to follow its terms.

Also, check out the [rewards and community programs](https://mindsdb.com/community?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo).


### Current contributors <a name="Current contributors"></a>

<a href="https://github.com/mindsdb/mindsdb/graphs/contributors">
  <img src="https://contributors-img.web.app/image?repo=mindsdb/mindsdb" />
</a>

Made with [contributors-img](https://contributors-img.web.app).

## Subscribe to updates

Join our [Slack community](https://mindsdb.com/joincommunity) and subscribe to the monthly [Developer Newsletter](https://mindsdb.com/newsletter/?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) to get product updates, information about MindsDB events and contests, and useful content, like tutorials.


## License <a name="License"></a>

For detailed licensing information, please refer to the [LICENSE file](https://github.com/mindsdb/mindsdb/blob/master/LICENSE)
