Commit Graph
2 Commits
Author SHA1 Message Date
asepharyana 1accfd9390 perf(ai-moderation): naikkan cache hit dgn guard akurasi
- Fase-1 exact-cache lookup: N query serial -> SATU query ANY($1::text[])
- Global reuse utk bare key legacy, HANYA verdict non-actionable
  (clean/flagless/action=none, conf>=0.85, umur<=72h) — flagged/warn
  tetap context-scoped
- Semantic cache dua-band: clean band 0.92 default, actionable tetap
  0.97; di antara band -> LLM (fail-open ke akurasi)
- hit_count kini di-increment (bulk UPDATE per batch) -> hit-rate terukur
- Cache hasil wikipediaSearch di Redis (6h, hanya hasil non-kosong)
- Memoize fetchUrlSafely utk type=text (LRU 30m + in-flight dedupe)
- makeImageCacheKey strip query CDN Discord (?ex/is/hm, format/width)
  -> attachment sama = satu key vision, skip re-download+re-vision

Spec: .hermes/plans/2026-08-24-ai-analysis-cache-optimization.md
Tests: +33 (cacheGuards, discordImageKeyNormalize, cacheBatchLookup)
2026-08-24 18:51:23 +07:00
asepharyana 479f4719ba refactor(ai): replace SearXNG with Wikipedia adapter for analysis enrichment
- Add wikipediaClient.ts: native fetch to Wikipedia REST/Action APIs
  (search + summary), no extra npm dependency.
- Extract shared Redis cache into cacheStore.ts (decoupled from search).
- Term glossary now uses wikipediaSummary for direct article lookup.
- Remove searxngSearch.ts entirely; drop SEARXNG_BASE_URL config,
  add WIKIPEDIA_LANG / WIKIPEDIA_TIMEOUT_MS.
- Rename backend searxngCalls metric to webSearchCalls.
2026-08-17 20:07:19 +07:00