Microsoft Azure AI Engineer Associate AI-102 Practice Question

Building a solution in Azure AI Studio often involves orchestrating several other Azure resources, which must be provisioned first. Language generation requires an Azure OpenAI resource that contains a GPT-4 model deployment. Retrieval-augmented generation over unstructured files is enabled by an Azure AI Search service that indexes the documents; the search indexer pulls the PDFs from an Azure Blob Storage account that you supply when you configure the data connection. Conversation memory is stored automatically by the service in a linked Azure Cosmos DB account when you deploy the agent as a web app. Because the resource for chat history is created for you upon deployment, it does not have to exist beforehand, whereas the OpenAI, Blob Storage, and AI Search services do. The other answer choices omit at least one mandatory resource or include services that are optional for this scenario.