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Major update on Langfun's Action framework.
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1) Introduces hierarchical `ExecutionTrace` for tracking sub-actions, queries and logs invoked during an action execution.

2) `lf.agentic.Action` now could output `result_metadata` along with `result`, which will be displayed and stored.

3) Major HTML UI revision with dynamic update.

PiperOrigin-RevId: 702468870
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daiyip authored and langfun authors committed Dec 10, 2024
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