RAG Series (24): Code RAG — Teaching AI to Understand Your Codebase

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The Difference Between Code and Documents Split a Python file into 1000-character chunks with RecursiveCharacterTextSplitter , embed them, run vector search — this is the most common "code RAG" implementation. The problem is that it treats code as text: def evaluate_rag ( questions <span class="p

Published 21 May 2026

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The Difference Between Code and Documents Split a Python file into 1000-character chunks with RecursiveCharacterTextSplitter , embed them, run vector search — this is the most common "code RAG" implementation. The problem is that it treats code as text: def evaluate_rag ( questions <span class="p
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