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EMBEDDINGS-EXPLAINED5 MIN READ

Debug low recall in semantic search

Diagnose low recall by checking whether relevant sources are indexed, eligible, retrievable, and ranked high enough.

Recall miss Known-good sources are not appearing in top five. The issue may be corpus coverage, filters, query phrasing, top-k, or ranking. A fluent answer cannot cite a document retrieval never returns. The recall path Indexed -> Eligible -> Retrieved -> Ranked Low recall means a relevant document fails one of these gates. Guess Try a bigger model first. Each failed gate suggests a different fix. Recall improves when you know where the relevant document disappears. 01 Indexed 02 Eligible 03 Ranked First gate Corpus

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