Designing and Implementing a Microsoft Azure AI Solution — Question 57

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?

Answer options

• A. GPT-3.5
• B. GPT-4
• C. embeddings
• D. DALL-E

Correct answer: C

Explanation

The correct answer is C, embeddings, because embeddings are specifically designed to produce numeric vectors that represent the semantic meaning of documents. Options A (GPT-3.5) and B (GPT-4) are focused more on text generation rather than creating numeric vectors, and D (DALL-E) is used for image generation, making them unsuitable for the requirements of comparing document similarity.