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python-elasticsearch 9.1.0-1
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  <div class="legalnotice"></div>

  <div class="row my-4">
    <div class="col-md-6 col-12">
      <p></p>
      <p>
        <h2>Documentation</h2>
      </p>
      <p>
        The official Python client provides one-to-one mapping with Elasticsearch REST APIs.
      </p>
      <p>
        <a href="https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/getting-started-python.html">
          <button class="btn btn-primary">Get started</button>
        </a>
      </p>
    </div>
    <div class="col-md-6 col-12">
      <img class="w-100" src="https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/bltcc9e94ec80ea4868/64243b6366181410a5731175/ES_Python_landing_page.png" />
    </div>
  </div>

  <h3 class="gtk">Get to know the Python client</h3>

  <div class="my-5">
    <div class="d-flex align-items-center mb-3">
      <h4 class="mt-3">
        <span class="inline-block float-left icon mr-2" style="background-image: url('https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/bltfd59779217093221/641ae0c8db18f61d68e9c377/64x64_Color_icon-connected-circles64-color.png');"></span>
        Connecting
      </h4>
    </div>
    <ul class="ul-col-md-2 ul-col-1">
      <li>
        <a href="overview.html">Client overview</a>
      </li>
      <li>
        <a href="installation.html">Installing the client</a>
      </li>
      <li>
        <a href="connecting.html">Connecting to Elasticsearch</a>
      </li>
      <li>
        <a href="config.html">Configuring the client</a>
      </li>
      <li>
        <a href="async.html">Using the client with asyncio</a>
      </li>
    </ul>
  </div>

  <div class="my-5">
    <div class="d-flex align-items-center mb-3">
      <h4 class="mt-3">
        <span class="inline-block float-left icon mr-2" style="background-image: url('https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/bltca09fd8c807816ce/641ae17733e7f95594918557/icon-monitor-cog-64-color.png');"></span>
        Using the Python client
      </h4>
    </div>
    <ul class="ul-col-md-2 ul-col-1">
      <li>
        <a href="examples.html#ex-index">Indexing documents</a>
      </li>
      <li>
        <a href="examples.html#ex-get">Getting documents</a>
      </li>
      <li>
        <a href="examples.html#ex-search">Searching for a document</a>
      </li>
      <li>
        <a href="examples.html#ex-delete">Deleting documents</a>
      </li>
      <li>
        <a href="examples.html#ex-update">Updating documents</a>
      </li>
    </ul>
  </div>

  <div class="my-5">
    <div class="d-flex align-items-center mb-3">
      <h4 class="mt-3">
        <span class="inline-block float-left icon mr-2" style="background-image: url('https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/blteacd058910f155d8/636925a6e0ff7c532db636d7/64x64_Color_icon-dev-tools-64-color.png');"></span>
        Developer docs
      </h4>
    </div>
    <ul class="ul-col-md-2 ul-col-1">
      <li>
        <a href="integrations.html">Integrations</a>
      </li>
      <li>
        <a href="elasticsearch-dsl.html">Python DSL</a>
      </li>
      <li>
        <a href="client-helpers.html">Client helpers</a>
      </li>
      <li>
        <a href="release-notes.html">Release notes</a>
      </li>
    </ul>
  </div>

  <div style="background-color: #e6f7ff; padding: 15px; border: 1px solid #b8daff; margin: 10px 0; border-radius: 8px; width: 50%;">
    ℹ️ The <a href="https://github.com/elastic/elasticsearch-labs" style="font-weight: bold; color: #0077cc; text-decoration: none;"> elasticsearch-labs</a> repo contains many interactive Python notebooks for testing out Elasticsearch using the Python client. These examples are mainly focused on vector search, hybrid search and generative AI use cases.
</div>

  <h3 class="explore">Explore by use case</h3>

  <div class="row my-4">
    <div class="col-md-4 col-12 mb-2">
      <a class="no-text-decoration" href="https://www.elastic.co/guide/en/enterprise-search/current/start.html">
        <div class="card h-100">
          <h4 class="mt-3">
            <span class="inline-block float-left icon mr-2" style="background-image: url('https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/blt11200907c1c033aa/634d9da119d8652169cf9b2b/enterprise-search-logo-color-32px.png');"></span>
            Search my data
          </h4>
          <p>Create search experiences for your content, wherever it lives.</p>
        </div>
      </a>
    </div>
    <div class="col-md-4 col-12 mb-2">
      <a class="no-text-decoration" href="https://www.elastic.co/guide/en/starting-with-the-elasticsearch-platform-and-its-solutions/current/getting-started-observability.html">
        <div class="card h-100">
          <h4 class="mt-3">
            <span class="inline-block float-left icon mr-2" style="background-image: url('https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/bltaa08b370a00bbecc/634d9da14e565f1cdce27f7c/observability-logo-color-32px.png');"></span>
            Observe my data
          </h4>
          <p>Follow our guides to monitor logs, metrics, and traces.</p>
        </div>
      </a>
    </div>
    <div class="col-md-4 col-12 mb-2">
      <a class="no-text-decoration" href="https://www.elastic.co/guide/en/security/current/es-overview.html">
        <div class="card h-100">
          <h4 class="mt-3">
            <span class="inline-block float-left icon mr-2" style="background-image: url('https://images.contentstack.io/v3/assets/bltefdd0b53724fa2ce/blt5e0e0ad9a13e6b8c/634d9da18473831f96bbdf1e/security-logo-color-32px.png');"></span>
            Protect my environment
          </h4>
          <p>Learn how to defend against threats across your environment.</p>
        </div>
      </a>
    </div>
  </div>

  <p class="my-4"><a href="https://www.elastic.co/guide/index.html">View all Elastic docs</a></p>