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feat(ai): semantic-search backfill + Ollama profile #30

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cesnimda merged 1 commits from feat/semantic-backfill into develop 2026-07-02 16:59:31 +02:00
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cesnimda commented 2026-07-02 16:50:45 +02:00
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Recommendation #4 slice A. Backfill worker (graceful no-op when AI off) + compose ai profile. Verified vs real Ollama (768-dim contract) and real pgvector (LiveDb test).

🤖 Generated with Claude Code

Recommendation #4 slice A. Backfill worker (graceful no-op when AI off) + compose ai profile. Verified vs real Ollama (768-dim contract) and real pgvector (LiveDb test). 🤖 Generated with Claude Code
cesnimda added 1 commit 2026-07-02 16:50:45 +02:00
feat(ai): semantic-search backfill worker + Ollama compose profile (RECOMMENDATIONS #4a)
CI / backend (pull_request) Successful in 49s
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CI / frontend (pull_request) Successful in 12s
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CI / format (pull_request) Successful in 50s
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CI / db-tests (pull_request) Successful in 51s
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Security / secrets (pull_request) Successful in 4s
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3b93893618 
First activation slice of semantic search (docs/discovery/05+06):
- EmbeddingBackfillWorker: fills Email.Embedding in small batches (32, 2s pause,
  newest first; subject+snippet, truncated) so interactive load is never starved.
  Exits immediately when the embedding provider is unavailable — AI-off deployments
  are untouched, Ollama hiccups back off instead of crashing the host.
- compose: optional 'ollama' service under the 'ai' profile (persistent model
  volume, commented GPU passthrough for the RTX 3080); api gets
  Ai__OllamaBaseUrl pointing at it.
- LiveDb test proves the worker persists 768-dim vectors against real pgvector
  (deterministic fake provider); LiveDb classes serialised into one xUnit
  collection (concurrent MigrateAsync on a fresh DB races — found while testing).

Verified against REAL Ollama locally: pulled nomic-embed-text in a container and
confirmed the /api/embeddings contract the provider uses returns 768-dim vectors.
Full suite 55 green (4 LiveDb vs real pgvector); format clean.

Next slice: hybrid RRF ranking in SearchService once embeddings exist.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
cesnimda merged commit 5191dd010f into develop 2026-07-02 16:59:31 +02:00
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Reference: cesnimda/Inboxintel#30
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