feat: track per-conversation LLM token usage - #345
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thegeneraldeborah-dev wants to merge 1 commit into
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Overview
This PR adds per-conversation LLM token usage tracking. Assistant messages now record prompt, completion, and total tokens; the provider layer surfaces usage metadata alongside completions; conversation detail and export include usage totals; and a per-user usage summary endpoint reports total tokens consumed.
Related Issue
Changes
📊 Token Usage Tracking
[ADD]
app/services/token_usage.py[MODIFY]
app/models/message.py[MODIFY]
app/services/providers/base.py[MODIFY]
app/services/providers/openai.py[MODIFY]
app/services/providers/anthropic.py[MODIFY]
app/services/providers/mock.py[MODIFY]
app/chat/api.py[MODIFY]
app/services/exporting.pyVerification Results
TokenUsagemodel (or columns onMessage) recording prompt/completion/total tokens per assistant messageMessagebase.pyinterface + OpenAI, Anthropic, and mock providers updatedapp/chat/api.pyandapp/services/exporting.pyupdatedapp/chat/api.pyCloses #31