CogniVault Backend Explained, Part 3 · How a Question Becomes a Cited Answer
Hybrid retrieval, a six-tool agent, and a stream that shows the model think before it answers. A beginner's walk through the heart of CogniVault: the RAG loop.
Part 2 · Hybrid Retrieval in Practice: FAISS + BM25, Fused with RRF
Dense vectors are smart but forgetful. Keyword search is dumb but loyal. Here's how I combined FAISS, BM25, and Reciprocal Rank Fusion in CogniVault — and why pure semantic search …