Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are designing an internal knowledge assistant for a bank. The assistant must generate well-formed answers to free-form employee questions by using a large language model. You will control the model through prompt engineering only and will not train or fine-tune it. Compliance rules require all data to stay in Azure. Which Azure AI Foundry service should you provision to meet these requirements?
Azure AI Search
Azure Machine Learning custom training with Hugging Face models
Azure OpenAI Service exposes large language models such as GPT-4 and GPT-3.5 through REST and SDK endpoints that support prompt engineering without requiring you to train or fine-tune the model. The service is hosted entirely within Azure, satisfying the data-residency constraint. Azure AI Search and Azure AI Language focus on information retrieval and text analytics rather than text generation, and Azure Machine Learning with custom Hugging Face training would require you to manage model training and infrastructure, which the scenario explicitly rules out.
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Microsoft Azure AI Engineer Associate AI-102
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