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engineering

RAG for Internal Knowledge: When the LLM Should Not Make Things Up

Retrieval-augmented generation sounds like magic. In practice it is three boring primitives — chunk, embed, retrieve — wired carefully enough that the LLM stops hallucinating about your own codebase.

Apr 09, 2026 ·7 min
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