Monitoring and Analysis¶
This section covers real-time monitoring and analysis of your AI agent's performance using Azure AI Evaluation.
Real-time Monitoring¶
- Performance tracking
- Resource utilization
- Error detection
- Alert configuration
- Response timing
- Usage patterns
Analysis Tools¶
- Performance dashboards
- Metric visualization
- Trend analysis
- Anomaly detection
- Resource optimization
- Cost analysis
Interactive Workshop¶
To get hands-on experience with monitoring and analysis, we've prepared an interactive Jupyter notebook that will guide you through: - Setting up real-time monitoring - Configuring alerts and notifications - Analyzing performance trends - Creating dashboards - Implementing continuous improvement
This notebook provides a practical implementation of monitoring and analysis tools. You'll work directly with the Azure AI Evaluation SDK to track and optimize your customer service agent's performance in real-time.
Next: Conclusion