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  1. pg-jevA PostgreSQL extension that lets you write a WHERE clause in plain language: jev(people, the name is European) is an ordinary boolean function, so it joins, groups and sorts like any other. Each row is judged by Jev, batched many rows per request and cached per row, with jev_prob, jev_choice and jev_score for ranking and classifying. No embeddings, no vector column.noulchoicescoresearchlibraryCommunity@realZachi★ 68
  2. Line-by-line searchSemantic search over a long terms-of-service document in one request: a Choice picks the line that answers a plain-language query, and a Noul checks whether the document answers it at all.choicenoulsearchOfficial cookbookTypeSafe docs
  3. Re-rankingTake a keyword-search shortlist and ask one question per query and candidate pair to reorder it. Worked through on legal case retrieval, where it lifts the right passage towards the top.noulsearchOfficial cookbookTypeSafe docs

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