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      <title>Article: Beyond RAG: Architecting Context-Aware AI Systems with Spring Boot</title>
      <link>https://www.infoq.com/articles/beyond-rag-context-aware/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Context-Augmented+Generation-articles</link>
      <description>&lt;img src="https://res.infoq.com/articles/beyond-rag-context-aware/en/headerimage/beyond-rag-context-aware-header-1774531119239.jpg"/&gt;&lt;p&gt;This article introduces Context-Augmented Generation (CAG) as an architectural refinement of RAG for enterprise systems. It shows how a Spring Boot-based context manager can incorporate user identity, session state, and policy constraints into AI workflows, improving traceability, consistency, and governance without altering existing retrievers or LLM infrastructure.&lt;/p&gt; &lt;i&gt;By Syed Danish Ali&lt;/i&gt;</description>
      <category>Context-Augmented Generation</category>
      <category>Java</category>
      <category>Spring Boot</category>
      <category>Large language models</category>
      <category>Retrieval-Augmented Generation</category>
      <category>Development</category>
      <category>Architecture &amp; Design</category>
      <category>article</category>
      <pubDate>Thu, 02 Apr 2026 09:00:00 GMT</pubDate>
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      <dc:creator>Syed Danish Ali</dc:creator>
      <dc:date>2026-04-02T09:00:00Z</dc:date>
      <dc:identifier>/articles/beyond-rag-context-aware/en</dc:identifier>
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