feat: Add LLM token usage tracking to Application Insights#586
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Prachig-Microsoft wants to merge 1 commit into
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feat: Add LLM token usage tracking to Application Insights#586Prachig-Microsoft wants to merge 1 commit into
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Implement comprehensive token usage tracking across all LLM call sites in ContentProcessor and ContentProcessorWorkflow, following the MACAE psl-token-usage branch pattern. Changes: - Add token_usage_utils.py with extract/emit helpers for both projects - Instrument MapHandler (ContentProcessor) with per-call token events - Instrument RAI, Summarize, GapAnalysis executors (Workflow) - Add summary and per-model token events in save_handler - Add 18 KQL queries for Azure Workbook visualization - Add unit tests (18 tests) for token_usage_utils Events emitted to Application Insights: - LLM_Agent_Token_Usage: per agent/step with model, process_id - LLM_Model_Token_Usage: per model deployment aggregation - LLM_Token_Usage_Summary: per document totals Ref: User Story #43251 Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Implement comprehensive token usage tracking across all LLM call sites in ContentProcessor and ContentProcessorWorkflow, following the MACAE psl-token-usage branch pattern.
Changes:
Events emitted to Application Insights:
Does this introduce a breaking change?
Golden Path Validation
Deployment Validation
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