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align=\"center\"\u003e\n    \u003cimg src=\"https://github.com/elastic/elasticsearch-py/raw/main/docs/images/logo-elastic-glyph-color.svg\" width=\"20%\" alt=\"Elastic logo\" /\u003e\n\u003c/p\u003e\n\n# Elasticsearch Python Client\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://pypi.org/project/elasticsearch\"\u003e\u003cimg alt=\"PyPI Version\" src=\"https://img.shields.io/pypi/v/elasticsearch\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://pypi.org/project/elasticsearch\"\u003e\u003cimg alt=\"Python Versions\" src=\"https://img.shields.io/pypi/pyversions/elasticsearch\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://anaconda.org/conda-forge/elasticsearch\"\u003e\u003cimg alt=\"Conda Version\" src=\"https://img.shields.io/conda/vn/conda-forge/elasticsearch\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://pepy.tech/project/elasticsearch?versions=*\"\u003e\u003cimg alt=\"Downloads\" src=\"https://static.pepy.tech/badge/elasticsearch\" /\u003e\u003c/a\u003e\n\u003cbr/\u003e\n  \u003ca href=\"https://github.com/elastic/elasticsearch-py/actions/workflows/ci.yml?query=workflow%3ACI\"\u003e\u003cimg alt=\"Build Status on GitHub\" src=\"https://github.com/elastic/elasticsearch-py/workflows/CI/badge.svg\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://buildkite.com/elastic/elasticsearch-py-integration-tests\"\u003e\u003cimg alt=\"Buildkite Status on Buildkite\" src=\"https://badge.buildkite.com/68e22afcb2ea8f6dcc20834e3a5b5ab4431beee33d3bd751f3.svg\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://elasticsearch-py.readthedocs.io\"\u003e\u003cimg alt=\"Documentation Status\" src=\"https://readthedocs.org/projects/elasticsearch-py/badge/?version=latest\" /\u003e\u003c/a\u003e\u003cbr\u003e\n\u003c/p\u003e\n\n*The official Python client for Elasticsearch.*\n\n\n## Features\n\n* Translating basic Python data types to and from JSON\n* Configurable automatic discovery of cluster nodes\n* Persistent connections\n* Load balancing (with pluggable selection strategy) across available nodes\n* Failed connection penalization (time based - failed connections won't be\n  retried until a timeout is reached)\n* Support for TLS and HTTP authentication\n* Thread safety across requests\n* Pluggable architecture\n* Helper functions for idiomatically using APIs together\n\n\n## Installation\n\n[Download the latest version of Elasticsearch](https://www.elastic.co/downloads/elasticsearch)\nor\n[sign-up](https://cloud.elastic.co/registration?elektra=en-ess-sign-up-page)\nfor a free trial of Elastic Cloud.\n\nRefer to the [Installation section](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_installation) \nof the getting started documentation.\n\n\n## Connecting\n\nRefer to the [Connecting section](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_connecting)\nof the getting started documentation.\n\n\n## Usage\n-----\n\n* [Creating an index](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_creating_an_index)\n* [Indexing a document](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_indexing_documents)\n* [Getting documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_getting_documents)\n* [Searching documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_searching_documents)\n* [Updating documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_updating_documents)\n* [Deleting documents](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_deleting_documents)\n* [Deleting an index](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html#_deleting_an_index)\n\n\n## Compatibility\n\nLanguage clients are _forward compatible:_ each client version works with equivalent and later minor versions of Elasticsearch without breaking.\n\nCompatibility does not imply full feature parity. New Elasticsearch features are supported only in equivalent client versions. For example, an 8.12 client fully supports Elasticsearch 8.12 features and works with 8.13 without breaking; however, it does not support new Elasticsearch 8.13 features. An 8.13 client fully supports Elasticsearch 8.13 features.\n\n| Elasticsearch version | elasticsearch-py branch |\n| --- | --- |\n| main | main |\n| 9.x | 9.x |\n| 9.x | 8.x |\n| 8.x | 8.x |\n\nElasticsearch language clients are also _backward compatible_ across minor versions \u0026mdash; with default distributions and without guarantees.\n\n\u003e [!TIP]\n\u003e To upgrade to a new major version, first upgrade Elasticsearch, then upgrade the Python Elasticsearch client.\n\nIf you need to work with multiple client versions, note that older versions are also released as `elasticsearch7` and `elasticsearch8`.\n\n\n## Documentation\n\nDocumentation for the client is [available on elastic.co] and [Read the Docs].\n\n[available on elastic.co]: https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html\n[Read the Docs]: https://elasticsearch-py.readthedocs.io\n\n\n## Try Elasticsearch and Kibana locally\n\nIf you want to try Elasticsearch and Kibana locally, you can run the following command:\n\n```bash\ncurl -fsSL https://elastic.co/start-local | sh\n```\n\nThis will run Elasticsearch at [http://localhost:9200](http://localhost:9200) and Kibana at [http://localhost:5601](http://localhost:5601).\n\nMore information is available [here](https://www.elastic.co/guide/en/elasticsearch/reference/current/run-elasticsearch-locally.html).\n\n\n## Contributing\n\nSee [CONTRIBUTING.md](./CONTRIBUTING.md)\n\n\n## License\n\nThis software is licensed under the [Apache License 2.0](./LICENSE). See [NOTICE](./NOTICE).\n","funding_links":[],"categories":["Search","Python","Clients \u0026 SDKs","Data Management \u0026 Processing","Database Clients"],"sub_categories":["Database \u0026 Cloud Management"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felastic%2Felasticsearch-py","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Felastic%2Felasticsearch-py","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Felastic%2Felasticsearch-py/lists"}