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Adding Azure AI inference #4683

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@yanivvak

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@yanivvak

What feature would you like to be added?

Adding Azure AI Model Inference is an API that exposes a common set of capabilities for foundational models and that can be used by developers to consume predictions from a diverse set of models in a uniform and consistent way
https://learn.microsoft.com/en-us/azure/ai-studio/reference/reference-model-inference-api?tabs=python

Why is this needed?

It will improve the integration of Autogen with leading model in Azure ecosystem with 20 foundation models
https://learn.microsoft.com/en-us/azure/ai-studio/reference/reference-model-inference-api?tabs=python

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