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What is this PR for?
Add a local E2E test using a real model to verify tool selection, chained tool calls, and the final response.
The test is skipped by default and explicitly enabled with an API key.
What type of PR is it?
Improvement
Todos
What is the Jira issue?
https://issues.apache.org/jira/browse/ZEPPELIN-6760
How should this be tested?
Run locally with an API key:
Verify both tools are called and the response contains the expected output. Without the API key, verify the test is skipped.
Screenshots (if appropriate)
Questions: