feat: add per-model-request token usage tracking for LLM cost visibility#13726
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Kingsuperyzy wants to merge 19 commits intoinfiniflow:mainfrom
Open
feat: add per-model-request token usage tracking for LLM cost visibility#13726Kingsuperyzy wants to merge 19 commits intoinfiniflow:mainfrom
Kingsuperyzy wants to merge 19 commits intoinfiniflow:mainfrom
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #13726 +/- ##
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- Coverage 98.11% 96.52% -1.60%
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Files 10 10
Lines 690 690
Branches 108 108
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- Hits 677 666 -11
- Misses 4 8 +4
- Partials 9 16 +7 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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Lynn-Inf
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Mar 30, 2026
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Lynn-Inf
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I think it would be better to pass the biz_type and biz_id parameters when instantiating LLMBundle. Also, please make sure to use English for comments.
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@Lynn-Inf
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What problem does this PR solve?
This PR introduces per-model-request token usage tracking for model requests in RAGFlow. It intercepts model calls at the middleware layer and persists token consumption data to the database, enabling precise visibility into LLM usage costs at the request level.
Type of change