unsloth/studio/backend/storage
Daniel Han ab0828b976 Studio: fix RAG correctness bugs
Backend:
- Deterministic SQLite connection cleanup. The RAG code used bare
  `with get_connection() as conn:`, which commits but never closes, leaning
  on GC to release handles (the rest of studio_db closes explicitly). Add a
  closing_connection() context manager that commits/rolls back like sqlite3's
  own manager and always closes, and route all 30 RAG call sites through it.
- filter_by_min_score no longer drops BM25-only and figure-ref hits. min_score
  is a cosine floor, so it now gates only hits that carry a dense_score;
  lexical and figure-ref hits (dense_score is None) pass through instead of
  being silently discarded when the floor is raised.
- Fix two tests that could not pass against the production code: the RRF
  fusion test asserted the wrong winner (c edges out b: 0.032266 vs 0.032258),
  and two tool-handler scope tests stubbed retrieve_hybrid without accepting
  the embedder_model kwarg the handler now passes (TypeError was swallowed,
  leaving captured["scope"] unset).

Frontend:
- Removing an in-flight upload chip now routes through the teardown thunk
  already registered for the aggregate-progress toast (abort, unsubscribe,
  release the index slot, delete the backend doc with the correct kb/thread
  scope key it closed over) and clears the toast entry. Deleting directly
  leaked the concurrency slot and hardcoded the thread scope, mis-targeting
  KB-scoped docs. Applied in both the composer hook and the compare-view
  composer; drop the now-vestigial chip-scope-key tracking and unused
  activeThreadId selectors. Add index-progress-store.remove(id).
2026-05-31 09:56:23 +00:00
..
__init__.py feat(studio): training history persistence and past runs viewer (#4501) 2026-03-25 00:58:55 -07:00
mcp_servers_db.py Studio: add remote MCP server support (#5750) 2026-05-27 07:01:11 -07:00
providers_db.py studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
studio_db.py Studio: fix RAG correctness bugs 2026-05-31 09:56:23 +00:00