Architectural Deep-Dive: Retriever-Free Retrieval: Navigating Documents with Decision Models
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Replacing Vector Databases with Decision-Based Tree Navigation in Production RAG For the past three years, the industry standard for Retrieval-Augmented Generation (RAG) has been virtually dogmatic: chunk documents, compute dense vector embeddings, build an HNSW index, perform cosine similarity ret…
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- 2026-10-27 06:59 · DEV Community — AI
Architectural Deep-Dive: Retriever-Free Retrieval: Navigating Documents with Decision Models