gopidesupavan commented on PR #70087:
URL: https://github.com/apache/airflow/pull/70087#issuecomment-5013931749
a more complex scenario:
```
from __future__ import annotations
from airflow.providers.common.ai.operators.agent import AgentOperator
from airflow.providers.common.compat.sdk import dag
try:
from airflow.providers.common.ai.toolsets.aws import AWSToolset
except Exception:
AWSToolset = None # type: ignore[assignment,misc]
if AWSToolset is not None:
ATHENA_DATABASE = "airflow_ai_toolset_demo_v2"
@dag(tags=["example", "common-ai", "aws"])
def example_aws_toolset_glue_demo():
AgentOperator(
task_id="inspect_glue_demo_tables",
prompt=(
f"Inspect Glue database {ATHENA_DATABASE!r}. "
"List its tables and summarize the schema and storage
descriptor for each table."
),
llm_conn_id="pydanticai_default",
system_prompt=(
"Use list_aws_operations first. Use describe_aws_operation
before each new AWS operation. "
"Only inspect the specified Glue database. Do not create,
update, or delete anything."
),
toolsets=[
AWSToolset(
aws_conn_id="aws_default",
allowed_actions=[
"glue:GetDatabase",
"glue:GetTable",
"glue:GetTables",
],
region_name="us-east-1",
max_items=100,
max_output_bytes=131072,
)
],
)
example_aws_toolset_glue_demo()
```
<img width="1866" height="991" alt="image"
src="https://github.com/user-attachments/assets/dd10bb83-4183-4fd5-824c-377506df4201";
/>
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