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4 days ago
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feat(obs): add /metrics endpoint and structured ai_call logging (#17)
Unverified signature* ci: run workflow only on PRs and skip eval on drafts * feat(ai): track input/output tokens in ai_call logging * feat(api): wrap hub routes with observability logger * feat(obs): expose /metrics endpoint via transparent-fastapi * test: add metrics test and update ai mocks for token counts0358051
5 days ago
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test(eval): add RAGAS gate + retrieval evaluation (recall@5, MRR) (#16)
Unverified signature* test: improve document ingestion edge case coverage * chore(deps): replace google-genai with groq and fastembed * feat(config): groq and fastembed settings, remove gemini and hf keys * feat(ai): groq generation wrapper and fastembed local embeddings * fix(obs): import AiUnavailable from groq_service * fix(api): wire routers to groq_service and settings.GROQ_MODEL * test: update mocks for groq and fastembed, 768-dim embeddings * test(eval): custom ragas-equivalent gate on 50-question golden set * ci: pass GROQ_API_KEY to the eval job * ci: fix yaml syntax, add libgomp1, and remove obsolete API keys * test(eval): add recall@5 and MRR retrieval metrics with rate-limit fallback49206fb
9 days ago
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feat(ai): robust gemini and embedding wrappers (#8)
Unverified signature* feat(ai): add gemini and embedding wrappers with dimension enforcement * test(ai): verify graceful degradation and hallucination checksb07d245