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base repository: MervinPraison/PraisonAI
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head repository: MervinPraison/PraisonAI
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compare: monitoring-examples-20250724
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  • 3 commits
  • 11 files changed
  • 4 contributors

Commits on Jul 24, 2025

  1. feat: implement comprehensive monitoring system for PraisonAI Agents 

    Implements all monitoring features requested in issue #970:

• TokenMetrics class with granular token tracking (input, output, audio, cached, reasoning tokens)
• PerformanceMetrics class with TTFT and response time tracking
• MetricsCollector for session-level aggregation by agent and model
• Enhanced Agent class with optional track_metrics and metrics_collector parameters
• Extended telemetry system with detailed token and performance tracking
• Full backward compatibility maintained - no existing functionality changed

Key Features:
- Automatic token extraction from LLM responses with aggregation support
- TTFT measurement for streaming and non-streaming responses
- Session-level metrics collection and JSON export capabilities
- Privacy-first telemetry integration with opt-out support
- Comprehensive test suite validates all functionality

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>
    @github-actions @MervinPraison
    github-actions[bot] and MervinPraison committed Jul 24, 2025
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  2. Merge branch 'main' into claude/issue-970-20250724-1148

    @MervinPraison
    MervinPraison authored Jul 24, 2025
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  3. feat: add comprehensive monitoring examples for PraisonAI Agents 

    Add monitoring example files demonstrating various aspects of agent monitoring:
- Basic monitoring with simple agent monitoring and task timing metrics
- Advanced comprehensive session monitoring capabilities
- Integration examples for monitoring integrations
- Telemetry integration examples
- Documentation with usage examples and best practices

These examples provide developers with practical implementations for monitoring
PraisonAI agents in production environments.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
    @github-actions @claude
    github-actions[bot] and claude committed Jul 24, 2025
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