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genaiMLflow Blog·April 28, 2026·MLflow maintainers

See What Your AI Sees: Multimodal Tracing for Images, Audio, and Files

Summary

Databricks now supports multimodal tracing for images, audio, and files, allowing you to visualize and interact with these artifacts directly within your traces instead of opaque base64 strings. This enhancement improves debugging for GenAI agents, reduces storage costs, and speeds up trace queries by avoiding direct storage of large multimedia strings.

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