Expose raw `vectorScore` and `textScore` alongside the combined hybrid memory search `score`.
- Preserve vector/text component scores from `mergeHybridResults` output.
- Add optional component-score fields to both memory host SDK type surfaces.
- Extend hybrid merge tests for vector-only, text-only, and overlapping result cases.
- Document that component scores remain raw retrieval diagnostics while temporal decay/MMR only adjust or reorder the combined ranking `score`.
Closes#68166.
Maintainer verification:
- `pnpm test extensions/memory-core/src/memory/hybrid.test.ts`
- `pnpm check:changed`
- Fresh GitHub checks passed.
Co-authored-by: Alex Fries <alex@engramlabs.io>
* [EV-001] memory-core: filter memory_search session hits by visibility
- Move session visibility + listSpawnedSessionKeys to plugin-sdk; sync test
hook with sessions-resolution __testing.setDepsForTest
- Extract loadCombinedSessionStoreForGateway to config/sessions; re-export
from gateway session-utils
- Add session-transcript-hit stem resolver for builtin + QMD paths
- Post-filter memory_search results before citations/recall; fail closed when
requester session key missing; optional corpus=sessions
- Tests: stem extraction, visibility filter smoke, existing suites green
* chore: sync plugin-sdk exports for session-transcript-hit and session-visibility
Run pnpm plugin-sdk:sync-exports so package.json exports match
scripts/lib/plugin-sdk-entrypoints.json. Fixes contract tests and
lint:plugins:plugin-sdk-subpaths-exported for memory-core imports.
* fix(EV-001): cross-agent session memory hits + hoist combined store load
- resolveTranscriptStemToSessionKeys: stop filtering by requester agentId so
keys from other agents reach createSessionVisibilityGuard (a2a + visibility=all).
- Re-export loadCombinedSessionStoreForGateway from session-transcript-hit;
filterMemorySearchHitsBySessionVisibility loads the combined store once per pass.
- Drop unused agentId from filter params; extend tests (Greptile/Codex review).
* fix(memory_search): honor corpus=sessions before maxResults cap
Pass sources into MemoryIndexManager.search so FTS/vector queries add
source IN (...) before ranking and top-N slice (Codex: non-session hits
could fill the window).
QMD path: oversample fetch limit for single-source recall, filter by
source, then diversify/clamp to the requested maxResults.
Wire corpus=sessions from tools; extend MemorySearchManager opts and
wrappers.
* fix(memory_search): apply corpus=memory source filter like sessions
Pass sources: ["memory"] into manager.search so maxResults applies only
within the memory index; post-filter for defense in depth. Document
corpus=memory in the tool description.
* fix: scope qmd session memory search
* fix: enforce memory search session visibility (#70761) (thanks @nefainl)
---------
Co-authored-by: NefAI <info@nefai.nl>
Co-authored-by: Ayaan Zaidi <hi@obviy.us>
Replace full-table scan via vec_distance_cosine() + ORDER BY LIMIT with
sqlite-vec's native MATCH + k = ? KNN operator. Keep vec_distance_cosine()
in the SELECT so score = 1 - dist preserves the existing cosine [0,1]
semantics the downstream merge pipeline depends on.
Fixes#69666.
Benchmark on 10,827 chunks, 4096-dim embeddings:
- Before (full scan): ~8490 ms/query
- After (KNN + join): ~50 ms/query
No behavioral changes: returned ids and ordering are identical to the
previous query on all tested queries. The LIMIT ? binding is replaced by
k = ? which caps sqlite-vec's candidate set to the same count.
Fixes concurrent manager creation races that caused SafeOpenErrors during session export.
Deduplicates in-flight manager creation so only one full QMD manager arms per agent/config at a time, eliminating the concurrent exportSessions() collisions that triggered path changed during write errors
Resolves and snapshots runtime inputs before cache reuse, replacing stale managers atomically when workspace/config changes, and aborting queued export work promptly on close()
* Feat: LM Studio Integration
* Format
* Support usage in streaming true
Fix token count
* Add custom window check
* Drop max tokens fallback
* tweak docs
Update generated
* Avoid error if stale header does not resolve
* Fix test
* Fix test
* Fix rebase issues
Trim code
* Fix tests
Drop keyless
Fixes
* Fix linter issues in tests
* Update generated artifacts
* Do not have fatal header resoltuion for discovery
* Do the same for API key as well
* fix: honor lmstudio preload runtime auth
* fix: clear stale lmstudio header auth
* fix: lazy-load lmstudio runtime facade
* fix: preserve lmstudio shared synthetic auth
* fix: clear stale lmstudio header auth in discovery
* fix: prefer lmstudio header auth for discovery
* fix: honor lmstudio header auth in warmup paths
* fix: clear stale lmstudio profile auth
* fix: ignore lmstudio env auth on header migration
* fix: use local lmstudio setup seam
* fix: resolve lmstudio rebase fallout
---------
Co-authored-by: Frank Yang <frank.ekn@gmail.com>
