zhuyongxin
7ae9707a3b
Persist provider reasoning and assistant text separately on agent_reasoning_audit (DeepSeekAssistantMessage path), extract diagnosis_run.conclusion, enrich RAG tool audit (step_id/query/qualityScore), gate empty mysql tools, drop devtools, and align MVP docs after live E2E verification.
34 lines
2.2 KiB
Markdown
34 lines
2.2 KiB
Markdown
# RAG Retrieval Baseline
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Generated at: `2026-07-28T06:48:56.421877+00:00`
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## Aggregate
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| Metric | Value |
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|---|---:|
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| Cases | 7 |
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| Top K | 5 |
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| Passed | 6 |
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| Failed | 1 |
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| Pass rate | 0.8571 |
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| LookupResult fixtures | 7 |
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| Recall@K | 0.8571 |
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| Strong hit rate | 0.8571 |
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| Strong hits | 6 |
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| Medium hits | 0 |
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| Weak hits | 1 |
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| Misses | 0 |
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| Average first hit rank | 1.0 |
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## Cases
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| Case | Scenario | Pass | Hit | Attempt | Fallback | Evidence | First Expected Rank | Top Candidates | Failed Checks |
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|---|---|---|---|---|---|---|---:|---|---|
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| chat-mysql-connection-pool | chat | true | strong | FILTERED_VECTOR | | supported | 1 | 1:mysql-connection-pool<br>2:mysql-connection-pool | |
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| chat-diagnosis-flow | chat | true | strong | FILTERED_VECTOR | | supported | 1 | 1:incident-diagnosis-flow<br>2:incident-diagnosis-flow | |
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| aiops-payment-latency-alert | aiops | true | strong | FILTERED_VECTOR | | supported | 1 | 1:payment-service-latency<br>2:aiops-alert-scope-control<br>3:payment-service-latency<br>4:aiops-alert-scope-control | |
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| aiops-prometheus-alert-scope | aiops | true | strong | FILTERED_VECTOR | | supported | 1 | 1:aiops-alert-scope-control<br>2:payment-service-latency<br>3:payment-service-latency<br>4:aiops-alert-scope-control | |
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| chat-rag-chunk-context | chat | true | strong | FILTERED_VECTOR | | supported | 1 | 1:rag-chunk-context-reconstruction<br>2:rag-l0-domain-entity-hint<br>3:rag-chunk-context-reconstruction<br>4:rag-l0-domain-entity-hint | |
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| chat-l0-domain-hint | chat | true | strong | FILTERED_VECTOR | | supported | 1 | 1:rag-l0-domain-entity-hint<br>2:rag-chunk-context-reconstruction<br>3:rag-l0-domain-entity-hint<br>4:rag-chunk-context-reconstruction | |
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| chat-l0-filter-fallback | chat | false | weak | FILTERED_VECTOR | | supported | | 1:rag-l0-filter-decoy<br>2:rag-l0-filter-decoy | expected document not found<br>selected attempt mismatch: expected UNFILTERED_VECTOR_RETRY, got FILTERED_VECTOR<br>fallback reason mismatch: expected one of [filtered_vector_low_quality, filtered_vector_no_evidence], got <none><br>rerank top source mismatch: expected rag-l0-filter-fallback, got rag-l0-filter-decoy<br>expected context sources missing: rag-l0-filter-fallback |
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