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FabledScribe/src/fabledassistant/services
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perf(search): offload cosine scoring off event loop; document best-effort feed
Drift-audit Group 9 (param-cliff / unbounded search work):

- semantic_search_notes: the O(rows) cosine-similarity scoring loop ran
  synchronously on the event loop, so every RAG injection / search stalled
  other requests proportional to the user's embedding count. Move the scoring
  into asyncio.to_thread (results unchanged). The deeper fix — bounding the
  candidate set via pgvector ORDER BY/LIMIT — is noted as separate infra work.
- _semantic_knowledge_search: documented the best-effort top-N semantics —
   is the capped candidate-window size (not the true match count),
  matches beyond the cap aren't page-reachable, and each page recomputes the
  full merge. Prevents the silent-truncation trap; cached ranked-id paging /
  pgvector is the fix if exhaustive pagination is ever required.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-02 19:24:57 -04:00
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