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docs: update the RAG Knowledge Assistant entry for semantic and hybrid retrieval - #3
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Closes #2
What changed
README.md: the RAG Knowledge Assistant stack line now lists hybrid retrieval, Qdrant and fastembed next to TF-IDF, FastAPI and Claude. The bullet saying TF-IDF was chosen over embeddings is replaced by two bullets: retrieval is selectable (TF-IDF, semantic, hybrid with Reciprocal Rank Fusion), and each mode is measured on a golden set with a CI quality gate.ROADMAP.md: the RAG row gets the new stack and what it demonstrates.Where the figures come from
Hit rate@3 on the 40-question golden set, as printed by the
retrieval-evaluationCI job of LacerdaTraderCode/rag-knowledge-assistant#4 and published in that repository's README: hybrid 0.975, semantic 0.900, TF-IDF 0.875.How it was checked
This repository has no CI. I read both files before editing, changed only the lines above, and compared every figure with the
rag-knowledge-assistantREADME.