Add structured output with CMI example notebook#710
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Adds an example notebook under custom-models/ demonstrating how to constrain imported model outputs to a JSON schema using `response_format`, with a Pydantic-defined schema and validation step.
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Closes #711
Summary
custom-models/structured_output_with_cmi.ipynbdemonstrating how to constrain Custom Model Import (CMI) outputs to a JSON schema via theresponse_formatparameter onInvokeModel(OpenAIChatCompletion shape).custom-models/README.mdto link the new notebook.Test plan
qwen.qwen3-coder-30b-a3b-v1:0inus-east-1and verify both baseline and structured-output cells succeed.Articleschema.MODEL_ARNfor an imported CMI model ARN and confirm the same payload shape works.