sk Skill · ericrisco
embeddings-search
Use when choosing an embedding model, chunk size, or query form, when semantic search returns irrelevant results, when adding hybrid BM25+vector or a reranker, or when a retrieval change needs a number (recall@k, nDCG, MRR). NOT operating the store — index tuning, quantization (that is vector-db) — nor the retrieve-to-answer loop (that is rag).
Open on skills.sh ↗read 2026-09-17
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pythonmatryoshkamtebrrfrerankingretrieval-evalhybrid-searchchunkingsemantic-searchJavaScriptembeddings
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