kaxil opened a new pull request, #64234:
URL: https://github.com/apache/airflow/pull/64234

   - Add a "Using Toolsets Directly with PydanticAI" section to `toolsets.rst` 
documenting that toolsets work anywhere you can run Python within Airflow 
(`@task`, `PythonOperator`, custom operator `execute()`), not just via 
`AgentOperator` or `@task.agent`.
   - Add an example DAG showing `@task` + `PydanticAIHook.create_agent()` + 
`SQLToolset`.
   - Explain the tradeoffs: full agent lifecycle control vs losing durable 
execution, HITL review, and automatic tool logging.
   


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