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articles/machine-learning/prompt-flow/how-to-trace-local-sdk.md

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# How to trace your application with prompt flow SDK
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[!INCLUDE [machine-learning-preview-generic-disclaimer](includes/machine-learning-preview-generic-disclaimer.md)]
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[!INCLUDE [machine-learning-preview-generic-disclaimer](../includes/machine-learning-preview-generic-disclaimer.md)]
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Tracing is a powerful tool that offers developers an in-depth understanding of the execution process of their generative AI applications such as agents, [AutoGen](https://microsoft.github.io/autogen/docs/Use-Cases/agent_chat), and retrieval augmented generation (RAG) use cases. It provides a detailed view of the execution flow, including the inputs and outputs of each node within the application. This essential information proves critical while debugging complex applications or optimizing performance.
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