Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are building a new hub in Azure AI Foundry. Before you can add a GPT-4 model to the hub's Foundry Models catalog, you must first provision an "Azure OpenAI in Foundry Models" resource inside the same subscription. Which set of prerequisites must be completed to let you create that resource successfully?
Deploy a Standard v2 Cognitive Services resource, enable an internal OpenAI preview feature flag on that resource, and choose any public Azure region.
Create an AKS cluster in the Foundry resource group, install the openai-operator Helm chart, and expose the cluster via a public IP for incoming completions traffic.
Request and obtain Azure OpenAI service approval for the subscription, register the Microsoft.CognitiveServices resource provider, and create an Azure OpenAI resource in a supported region through the Azure portal or ARM template.
Add yourself as a Contributor on the Microsoft corporate OpenAI tenant, install the OpenAI Python SDK locally, and run an az openai login command to auto-provision the resource.
Azure OpenAI resources can only be created in subscriptions that have been explicitly approved for the service. In addition, the Microsoft.CognitiveServices resource provider has to be registered in the target Azure subscription, and the resource itself must be deployed in a region where the Azure OpenAI service is available (for example, eastus or francecentral). None of the other actions-such as installing Kubernetes, using a feature flag on a generic Cognitive Services account, or obtaining contributor rights on an external tenant-satisfy the documented requirements for provisioning an Azure OpenAI resource.
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