The Librarian Principle: Why Your RAG System Doesn't Need a Vector Database

4d ago · 8 min read · Originally published at Gothar Tech Part of our 2025 software architecture series. The Librarian Principle The standard RAG diagram has become liturgy. Embed. Chunk. Store in a vector database. Retrieve by cosine similarity. Stuff into context. Gen...