Designing Knowledge Bases for RAG: The Data Architecture Most Teams Skip
TL;DR A RAG knowledge base is not a document dump. It is a governed data architecture layer that needs source curation, ownership, metadata, chunking strategy, security trimming, freshness controls, retrieval evaluation, and lifecycle management. If the knowledge base is weak, the model will produce polished answers from poor context. Introduction A RAG project usually fails […]
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