Python: Support structured outputs with Azure AI inference chat completion.#12183
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moonbox3 merged 6 commits intomicrosoft:mainfrom May 21, 2025
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python/samples/concepts/structured_outputs/json_structured_outputs_function_calling.py
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TaoChenOSU
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…antic-kernel into az-ai-inf-stuctured-outputs
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…etion. (microsoft#12183) ### Motivation and Context The Azure AI inference SDK released support for structured outputs for chat completions (for models that support it). We had not brought this into SK. This PR adds functionality and the ability to run the structured output samples that exist today. <!-- Thank you for your contribution to the semantic-kernel repo! Please help reviewers and future users, providing the following information: 1. Why is this change required? 2. What problem does it solve? 3. What scenario does it contribute to? 4. If it fixes an open issue, please link to the issue here. --> ### Description Adds functionality to handle structured outputs for the Azure AI Inference Chat Completion calls. - Fixes a bug within AzureAIInferenceChatCompletion where the wrong isinstance check type is used. This prevented adding tool calls during streaming invocation. Also properly add the `ai_model_id` from the connector during message construction during streaming invocation, - Adds unit tests for AzureAIInferenceChatCompletion structured outputs - Closes microsoft#11952 <!-- Describe your changes, the overall approach, the underlying design. These notes will help understanding how your code works. Thanks! --> ### Contribution Checklist <!-- Before submitting this PR, please make sure: --> - [X] The code builds clean without any errors or warnings - [X] The PR follows the [SK Contribution Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md) and the [pre-submission formatting script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts) raises no violations - [X] All unit tests pass, and I have added new tests where possible - [X] I didn't break anyone 😄
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Motivation and Context
The Azure AI inference SDK released support for structured outputs for chat completions (for models that support it). We had not brought this into SK. This PR adds functionality and the ability to run the structured output samples that exist today.
Description
Adds functionality to handle structured outputs for the Azure AI Inference Chat Completion calls.
ai_model_idfrom the connector during message construction during streaming invocation,Contribution Checklist