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
This commit is contained in:
Giancarmine Salucci
2026-03-25 19:16:37 +01:00
parent fef6f66930
commit 169df4d984
19 changed files with 2668 additions and 246 deletions

View File

@@ -52,6 +52,7 @@
},
"dependencies": {
"@modelcontextprotocol/sdk": "^1.27.1",
"@xenova/transformers": "^2.17.2",
"better-sqlite3": "^12.6.2",
"zod": "^4.3.6"
}