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MLflow supports native automatic tracing for smolagents: https://mlflow.org/docs/latest/genai/tracing/integrations/listing/smolagents/

This PR adds setup guidance to the documentation.

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Then open the UI in your browser and navigate to the Traces view to explore the execution.

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Screenshot 2025-11-25 at 18 46 53

To maintainers: I would liek to add the above image here. The contribution guide suggests consulting maintainers for adding the image to the hosted dataset. Could you provide guidance on this?

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