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https://github.com/weaviate/weaviate-python-client

A python native client for easy interaction with a Weaviate instance.
https://github.com/weaviate/weaviate-python-client

python vector-search weaviate

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A python native client for easy interaction with a Weaviate instance.

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Weaviate python client
======================
.. image:: https://raw.githubusercontent.com/weaviate/weaviate/19de0956c69b66c5552447e84d016f4fe29d12c9/docs/assets/weaviate-logo.png
:width: 180
:align: right
:alt: Weaviate logo

.. image:: https://github.com/weaviate/weaviate-python-client/actions/workflows/.github/workflows/main.yaml/badge.svg?branch=main
:target: https://github.com/weaviate/weaviate/actions/workflows/.github/workflows/pull_requests.yaml
:alt: Build Status

.. image:: https://badge.fury.io/py/weaviate-client.svg
:target: https://badge.fury.io/py/weaviate-client
:alt: PyPI version

.. image:: https://readthedocs.org/projects/weaviate-python-client/badge/?version=latest
:target: https://weaviate-python-client.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status

A python native client for easy interaction with a Weaviate instance.

The client is tested for python 3.9 and higher.

Visit the official `Weaviate `_ website for more information about the Weaviate and how to use it in production.

Client Versions
---------------
We currently support the following versions client versions:

- 4.X: actively supported
- 3.X: deprecated, receives only critical bug fixes and dependency updates
- copy of the 3.X branch in v4 releases: Will be removed on 2024-11-30

Articles
--------

Here are some articles on Weaviate:

- `Semantic Search Queries Return More Informed Results `_
- `Getting Started with Weaviate Python Library `_
- `A sub-50ms neural search with DistilBERT and Weaviate `_

Documentation
-------------

- `Weaviate Python client overview `_.
- `Weaviate documentation `_.
- `Additional reference documentation `_

Support
-------

- Use our `Forum `_ for support or any other question.
- Use our `Slack Channel `_ for discussions or any other question.
- Use the ``weaviate`` tag on `StackOverflow `_ for questions.
- For bugs or problems, submit a GitHub `issue `_.

Contributing
------------
To contribute, read `How to Contribute `_.