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articles/ai-studio/concepts/trace.md

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Tracing with the Azure AI Inference SDK offers enhanced visibility and simplified troubleshooting for LLM-based applications, effectively supporting development, iteration, and production monitoring. Tracing follows the OpenTelemetry semantic conventions, capturing and visualizing the internal execution details of any AI application, enhancing the overall development experience.
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Azure AI's tracing capabilities are designed to empower developers with the tools they need to gain deep insights into their AI applications. By providing a robust, intuitive, and scalable tracing feature, Azure AI helps reduce debugging time, enhance application reliability, and improve overall performance. With a focus on user experience and system observability, Azure AI's tracing solution is set to revolutionize the way developers interact with and understand their Gen AI applications.
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## Key features
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- **Enhanced Observability**: Offers clear insights into the Gen AI Application lifecycle.
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Trace visualization refers to the graphical representation of trace data. Azure AI integrates with visualization tools like Azure AI Studio Tracing, Aspire dashboard, and Prompty Trace viewer to provide developers with an intuitive way to explore and analyze traces, helping them to quickly identify issues and understand the behavior of their applications.
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## Conclusion
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Azure AI's tracing capabilities are designed to empower developers with the tools they need to gain deep insights into their AI applications. By providing a robust, intuitive, and scalable tracing feature, Azure AI helps reduce debugging time, enhance application reliability, and improve overall performance. With a focus on user experience and system observability, Azure AI's tracing solution is set to revolutionize the way developers interact with and understand their Gen AI applications.
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## Related content
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- [Trace your application with Azure AI Inference SDK](../how-to/develop/trace-local-sdk.md)

articles/ai-studio/how-to/develop/visualize-traces.md

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To update the Application Insights resource that is attached to your project, go to **Manage data source** and **Edit** to switch to a new Application Insights resource.
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:::image type="content" source="../../mediatrace/visualize/tracing-manage-data-source.png" alt-text="Screenshot of manage data sources pop-up highlighting the edit button." lightbox="../../media/trace/visualize/tracing-manage-data-source.png":::
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:::image type="content" source="../../media/trace/visualize/tracing-manage-data-source.png" alt-text="Screenshot of manage data sources pop-up highlighting the edit button." lightbox="../../media/trace/visualize/tracing-manage-data-source.png":::
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## View your traces in Azure Monitor
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