gopidesupavan commented on PR #70087:
URL: https://github.com/apache/airflow/pull/70087#issuecomment-5013919362
```
@dag(tags=["example"])
def example_agent_aws_toolset():
AgentOperator(
task_id="s3_auditor",
prompt="Which buckets exist, and roughly how much data is in
'data-lake-raw'?",
llm_conn_id="pydanticai_default",
system_prompt=(
"You are an AWS operations assistant. Discover what you are
allowed "
"to call, check parameter shapes before calling, and answer
with "
"concrete numbers."
),
toolsets=[
AWSToolset(
aws_conn_id="aws_default",
allowed_actions=[
"s3:ListBuckets",
"s3:ListObjectsV2",
"s3:GetBucketLocation",
],
region_name="us-east-1",
)
],
)
```
<img width="1839" height="941" alt="Screenshot 2026-07-19 at 03 53 30"
src="https://github.com/user-attachments/assets/9905f9b8-7fe8-4736-9088-3d994e22fcc2";
/>
<img width="1854" height="961" alt="Screenshot 2026-07-19 at 03 53 23"
src="https://github.com/user-attachments/assets/0e4d6104-f3ec-4a00-b22f-0be4129b748d";
/>
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