turnstone/app/services
pyr0ball e3da2ab514 feat: Stage 4 — FalsePositiveSuppressor for multi-agent diagnose pipeline (issue #29)
- Implements FalsePositiveSuppressor using embedding cosine similarity
- Lazy corpus embedding via get_embedder() with module-level cache keyed by db_path
- Cache invalidated automatically when the resolved incident corpus changes
- Suppresses hypotheses with novelty_score below configurable threshold (default 0.85)
- Full fallback path (novelty=1.0, no suppression) when model_id empty, embedding
  service unavailable, or no resolved incidents found in DB
- Graceful handling of missing incidents table and DB query failures
- Numpy bool_ leakage prevented by explicit float()/bool() coercion at assignment
- Pure-Python cosine fallback for environments without numpy
- 9 new tests (all mocked, no real model downloads): passthrough, suppress, no-suppress,
  empty list, ranking, empty corpus, DB failure, service unavailable, cache invalidation
- 350 total tests passing (341 pre-existing + 9 new)

Closes: #29
2026-05-25 14:28:31 -07:00
..
diagnose feat: Stage 4 — FalsePositiveSuppressor for multi-agent diagnose pipeline (issue #29) 2026-05-25 14:28:31 -07:00
__init__.py feat: initial Turnstone POC — ingest, FTS search, MCP server 2026-05-08 12:12:34 -07:00
blocklist.py fix(blocklist): get_candidate for O(1) push/unblock, 400 on malformed device_names JSON 2026-05-15 21:19:02 -07:00
embeddings.py refactor: extract embeddings service layer — decouple context embedder from Ollama 2026-05-25 11:01:25 -07:00
incidents.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
llm.py feat: inject environment context into diagnose pipeline and LLM prompt 2026-05-13 16:29:26 -07:00
models.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00
pihole.py feat(blocklist): 6 REST endpoints + Pi-hole settings fields 2026-05-15 21:15:09 -07:00
search.py refactor: rename ingest → glean throughout codebase 2026-05-20 23:02:55 -07:00