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Author SHA1 Message Date
Snider
d82ad2b9b1 fix(brain): address code quality review findings 
- Move BrainMemory::create() inside BrainService::remember() for
  full atomicity (DB + Qdrant in single transaction)
- Add forWorkspace() scope to recall() MariaDB query (tenant isolation)
- Wrap forget() in DB::transaction (MariaDB first, then Qdrant)
- Check qdrantDelete() response and log warnings on failure
- Validate embed() response is a non-empty array

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-03-03 09:47:42 +00:00
Snider
2c6a095a0e fix(brain): address spec review findings 
- Move BrainForget DB lookup inside circuit breaker for consistency
- Check ensureCollection() PUT response for Qdrant errors
- Wrap remember() in DB::transaction for atomicity
- Align migration confidence default to 0.8 (matches PHP default)

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-03-03 09:45:05 +00:00
Snider
eeb6927d8f feat(brain): add BrainService, MCP tools, and registration 
- BrainService: Ollama embeddings + Qdrant vector upsert/search/delete
- brain_remember: store knowledge with type, tags, confidence, supersession
- brain_recall: semantic search with filter by project/type/agent/confidence
- brain_forget: workspace-scoped deletion from both stores
- brain_list: MariaDB query with model scopes, no vector search
- Config: brain.ollama_url, brain.qdrant_url, brain.collection
- Boot: BrainService singleton + tool registration via AgentToolRegistry

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-03 09:39:19 +00:00