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techMEDIUM2026-04-20 14:27 UTC

FLAMEHAVEN FileSearch: Why This RAG Engine Feels Different from the Usual Stack

RAG is no longer an exotic idea. At this point, most developers have seen the familiar stack: parser chunker embeddings vector store LLM framework wrapper demo query That is not the interesting part anymore. The interesting part is what happens after the diagram: That is where FLAMEHAVEN FileSearch

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