Commit Graph

4 Commits

Author SHA1 Message Date
Giancarmine Salucci
9525c58e9a feat(TRUEREF-0023): add sqlite-vec search pipeline 2026-04-01 14:09:19 +02:00
Giancarmine Salucci
5a3c27224d chore(FEEDBACK-0001): linting 2026-03-27 02:23:01 +01:00
Giancarmine Salucci
169df4d984 feat(TRUEREF-0020): add embedding profiles, default local embeddings, and version-scoped semantic retrieval
- Add embedding_profiles table with provider registry pattern
- Install @xenova/transformers as runtime dependency
- Update snippet_embeddings with composite PK (snippet_id, profile_id)
- Seed default local profile using Xenova/all-MiniLM-L6-v2
- Add provider registry (local-transformers, openai-compatible)
- Update EmbeddingService to persist and retrieve by profileId
- Add version-scoped VectorSearch with optional versionId filtering
- Add searchMode (auto|keyword|semantic|hybrid) to HybridSearchService
- Update API /context route to load active profile, support searchMode/alpha params
- Extend MCP query-docs tool with searchMode and alpha parameters
- Update settings API to work with embedding_profiles table
- Add comprehensive test coverage for profiles, registry, version scoping

Status: 445/451 tests passing, core feature complete
2026-03-25 19:16:37 +01:00
Giancarmine Salucci
d3d577a2e2 feat(TRUEREF-0008): implement hybrid semantic search with RRF
- Cosine similarity vector search over stored embeddings
- Reciprocal Rank Fusion (K=60) combining FTS5 + vector rankings
- Configurable alpha weight between keyword and semantic search
- Graceful degradation to FTS5-only when no embedding provider configured

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-23 09:06:25 +01:00