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    <title>RAG on Morteza Azizi</title>
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      <title>Why I Chose RAG as My First Reference Implementation</title>
      <link>https://www.mortezaazizi.com/posts/why-i-chose-rag-as-my-first-reference-implementation/</link>
      <pubDate>Mon, 03 Aug 2026 00:00:00 +0000</pubDate>
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      <description>&lt;h1 id=&#34;why-i-chose-rag-as-my-first-reference-implementation&#34;&gt;&#xA;  Why I Chose RAG as My First Reference Implementation&#xA;  &lt;a class=&#34;heading-link&#34; href=&#34;#why-i-chose-rag-as-my-first-reference-implementation&#34;&gt;&#xA;    &lt;i class=&#34;fa-solid fa-link&#34; aria-hidden=&#34;true&#34; title=&#34;Link to heading&#34;&gt;&lt;/i&gt;&#xA;    &lt;span class=&#34;sr-only&#34;&gt;Link to heading&lt;/span&gt;&#xA;  &lt;/a&gt;&#xA;&lt;/h1&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;em&gt;Part 1 of the Architecture Through Engineering series.&lt;/em&gt;&lt;/p&gt;&#xA;&lt;/blockquote&gt;&#xA;&lt;hr&gt;&#xA;&lt;h2 id=&#34;the-obvious-question&#34;&gt;&#xA;  The Obvious Question&#xA;  &lt;a class=&#34;heading-link&#34; href=&#34;#the-obvious-question&#34;&gt;&#xA;    &lt;i class=&#34;fa-solid fa-link&#34; aria-hidden=&#34;true&#34; title=&#34;Link to heading&#34;&gt;&lt;/i&gt;&#xA;    &lt;span class=&#34;sr-only&#34;&gt;Link to heading&lt;/span&gt;&#xA;  &lt;/a&gt;&#xA;&lt;/h2&gt;&#xA;&lt;p&gt;After publishing the manifesto, one question appeared almost immediately.&lt;/p&gt;&#xA;&lt;p&gt;Why RAG?&lt;/p&gt;&#xA;&lt;p&gt;It&amp;rsquo;s a fair question.&lt;/p&gt;&#xA;&lt;p&gt;The internet already has thousands of RAG tutorials, examples, and reference implementations. If the goal of this series is architecture, I could have chosen almost anything.&lt;/p&gt;</description>
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