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        <h2>Managed OpenSearch resources</h2>
      </div>
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          <h3 class="p-heading--5 u-no-margin--bottom">
            <a href="https://ubuntu.com/engage/opensearch-ai-webinar">Future-proof AI applications with OpenSearch as a vector database</a>
          </h3>
          <p>
            This webinar explains the role of vector databases in LLMs. In addition, it provides an overview of how  OpenSearch can be used to  embe