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python client\n======================\n.. image:: https://raw.githubusercontent.com/weaviate/weaviate/19de0956c69b66c5552447e84d016f4fe29d12c9/docs/assets/weaviate-logo.png\n    :width: 180\n    :align: right\n    :alt: Weaviate logo\n\n.. image:: https://github.com/weaviate/weaviate-python-client/actions/workflows/.github/workflows/main.yaml/badge.svg?branch=main\n    :target: https://github.com/weaviate/weaviate/actions/workflows/.github/workflows/pull_requests.yaml\n    :alt: Build Status\n\n.. image:: https://badge.fury.io/py/weaviate-client.svg\n    :target: https://badge.fury.io/py/weaviate-client\n    :alt: PyPI version\n\n.. image:: https://readthedocs.org/projects/weaviate-python-client/badge/?version=latest\n    :target: https://weaviate-python-client.readthedocs.io/en/latest/?badge=latest\n    :alt: Documentation Status\n\nA python native client for easy interaction with a Weaviate instance.\n\nThe client is tested for python 3.9 and higher.\n\nVisit the official `Weaviate \u003chttps://weaviate.io/\u003e`_ website for more information about the Weaviate and how to use it in production.\n\nClient Versions\n---------------\nWe currently support the following versions client versions:\n\n- 4.X: actively supported\n- 3.X: deprecated, receives only critical bug fixes and dependency updates\n\n\nArticles\n--------\n\nHere are some articles on Weaviate:\n\n- `Semantic Search Queries Return More Informed Results \u003chttps://hackernoon.com/semantic-search-queries-return-more-informed-results-nr5335nw\u003e`_\n- `Getting Started with Weaviate Python Library \u003chttps://towardsdatascience.com/getting-started-with-weaviate-python-client-e85d14f19e4f\u003e`_\n- `A sub-50ms neural search with DistilBERT and Weaviate \u003chttps://towardsdatascience.com/a-sub-50ms-neural-search-with-distilbert-and-weaviate-4857ae390154\u003e`_\n\nDocumentation\n-------------\n\n- `Weaviate Python client overview \u003chttps://weaviate.io/developers/weaviate/client-libraries/python\u003e`_.\n- `Weaviate documentation \u003chttps://weaviate.io/developers/weaviate\u003e`_.\n- `Additional reference documentation \u003chttps://weaviate-python-client.readthedocs.io\u003e`_\n\nSupport\n-------\n\n- Use our `Community Forum \u003chttps://forum.weaviate.io\u003e`_ for support or any other question.\n- Use the ``weaviate`` tag on `StackOverflow \u003chttps://stackoverflow.com/questions/tagged/weaviate\u003e`_  for questions.\n- For bugs or problems, submit a GitHub `issue \u003chttps://github.com/weaviate/weaviate-python-client/issues\u003e`_.\n\nContributing\n------------\nTo contribute, read `How to Contribute \u003chttps://github.com/weaviate/weaviate-python-client/blob/main/CONTRIBUTING.md\u003e`_.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fweaviate%2Fweaviate-python-client","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fweaviate%2Fweaviate-python-client","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fweaviate%2Fweaviate-python-client/lists"}