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    <title>Vector Search on Jamie Ede</title>
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      <title>Using Astra DB as the vector store for a DataStax docs RAG chat</title>
      <link>https://www.jamieede.com/posts/astra-db-vector-store-datastax-docs-rag/</link>
      <pubDate>Fri, 22 May 2026 12:00:00 +0000</pubDate>
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      <description>&lt;p&gt;For &lt;a href=&#34;https://www.jamieede.com/astra-chat&#34; &gt;Astra Docs Chat&lt;/a&gt;&#xA;, the subject matter &lt;em&gt;is&lt;/em&gt; Astra DB Serverless: using Astra as the vector store was the natural fit, and Langflow&amp;rsquo;s DataStax bundle already wired up ingest and search components.&lt;/p&gt;&#xA;&lt;p&gt;Overview: &lt;a href=&#34;https://www.jamieede.com/posts/building-astra-docs-chat-rag-over-datastax-on-langflow-and-cloudflare-pages/&#34; &gt;Building Astra Docs Chat&lt;/a&gt;&#xA; · &lt;a href=&#34;https://www.jamieede.com/posts/langflow-rag-astra-db-ingest-and-chat-flows/&#34; &gt;Langflow flows&lt;/a&gt;&#xA; · &lt;a href=&#34;https://www.jamieede.com/posts/batch-ingest-markdown-langflow-api/&#34; &gt;Batch ingest&lt;/a&gt;&#xA;&lt;/p&gt;&#xA;&lt;p&gt;Try it: &lt;a href=&#34;https://www.jamieede.com/astra-chat&#34; &gt;Astra Docs Chat&lt;/a&gt;&#xA;&lt;/p&gt;&#xA;&lt;hr&gt;&#xA;&#xA;&lt;h2 id=&#34;collection-setup&#34; class=&#34;anchor-link&#34;&gt;&lt;a href=&#34;#collection-setup&#34;&gt;Collection setup&lt;span class=&#34;pilcrow&#34;&gt;&amp;nbsp;¶&lt;/span&gt;&lt;/a&gt;&lt;/h2&gt;&#xA;&lt;p&gt;Production values in the Langflow flow:&lt;/p&gt;&#xA;&lt;table&gt;&#xA;  &lt;thead&gt;&#xA;      &lt;tr&gt;&#xA;          &lt;th&gt;Field&lt;/th&gt;&#xA;          &lt;th&gt;Value&lt;/th&gt;&#xA;      &lt;/tr&gt;&#xA;  &lt;/thead&gt;&#xA;  &lt;tbody&gt;&#xA;      &lt;tr&gt;&#xA;          &lt;td&gt;Collection name&lt;/td&gt;&#xA;          &lt;td&gt;&lt;code&gt;datastax_astra_docs&lt;/code&gt;&lt;/td&gt;&#xA;      &lt;/tr&gt;&#xA;      &lt;tr&gt;&#xA;          &lt;td&gt;Keyspace&lt;/td&gt;&#xA;          &lt;td&gt;&lt;code&gt;default_keyspace&lt;/code&gt;&lt;/td&gt;&#xA;      &lt;/tr&gt;&#xA;      &lt;tr&gt;&#xA;          &lt;td&gt;Same collection&lt;/td&gt;&#xA;          &lt;td&gt;Ingest flow writes; chat flow reads&lt;/td&gt;&#xA;      &lt;/tr&gt;&#xA;  &lt;/tbody&gt;&#xA;&lt;/table&gt;&#xA;&lt;p&gt;First ingest into an &lt;strong&gt;empty&lt;/strong&gt; collection is simplest. Re-runs append unless you configure deletion/upsert fields in the AstraDB component.&lt;/p&gt;</description>
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