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Exam AI-102 Topic 2 Question 191 Discussion

Actual exam question for Microsoft's AI-102 exam
Question #: 191
Topic #: 2
You have an Azure subscription.
You need to build an app that will compare documents for semantic similarity. The solution must meet the following requirements:
* Return numeric vectors that represent the tokens of each document.
* Minimize development effort.
Which Azure OpenAI model should you use?

Suggested Answer: B Vote an answer

Analysis:
GPT-3.5 (A): A generative model; not specialized for embeddings # #
Embeddings (B): Purpose-built models (like text-embedding-ada-002) return numeric vector representations of text, ideal for similarity comparisons # # DALL-E (C): Used for image generation, not semantic similarity # # GPT-4 (D): Powerful LLM, but not efficient for embeddings tasks # # The Answer:
B). embeddings
Reference:
Azure OpenAI embeddings

by Bert at May 21, 2026, 12:24 PM

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