Microsoft Azure AI Engineer Associate AI-102 Practice Question
You use Azure AI Custom Translator to create an English-to-German custom model for product manuals. The model with a category ID is already consumed by your production apps through the Translator REST API. After uploading a terminology file you train a new version that performs better. Without changing any client code, which action should you take so that production traffic immediately starts using the improved model?
Publish the new version of the model to the existing category ID in Custom Translator.
Export the model and redeploy it in a Translator container image, then update the container tag.
Regenerate the key for the Translator resource and update it in all client applications.
Create a new routing rule in Azure Front Door that directs requests to the improved model's endpoint.
Publishing the retrained model to the same category ID replaces the previous version behind that ID. Because the Translator REST requests specify only the category ID, the clients automatically receive translations from the newly published version without any configuration or endpoint changes. Exporting to containers, rotating keys, or creating new routing rules would all require modifications outside Custom Translator and therefore changes to client code or infrastructure.
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What is a category ID in Azure Custom Translator?
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How does publishing a new model version to the same category ID work?
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What is the Translator REST API and how does it work with Custom Translator?
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Microsoft Azure AI Engineer Associate AI-102
Implement natural language processing solutions
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