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Support Visualization and Chart Output in BigQuery Data Agent Tools #5421

@Genesis929

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@Genesis929

** Please make sure you read the contribution guide and file the issues in the right place. **
Contribution guide.

Is your feature request related to a specific problem?

Yes. Currently, the ask_data_agent and ask_data_insights tools primarily expose text-based outputs. Customers have explicitly requested the ability to access visualizations (graphs/charts) directly from these agents. While the underlying tools may generate visual data, this information is often lost or not relayed during the response processing phase.

Describe the Solution You'd Like

We need to refactor the response processing logic to "transparently pass" chart messages or metadata from the tool response through the reasoning layer to the client.

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bq[Component] This issue is related to Big Query integration

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