AWS Certified AI Practitioner (AIF-C01) — Question 258

A company wants to generate synthetic data responses for multiple prompts from a large volume of data. The company wants to use an API method to generate the responses. The company does not need to generate the responses immediately.

Which solution meets these requirements with the LEAST development effort?

Answer options

• A. Input the prompts into the model. Generate responses by using real-time inference.
• B. Use Amazon Bedrock batch inference. Generate responses asynchronously.
• C. Use Amazon Bedrock agents. Build an agent system to process the prompts recursively.
• D. Use AWS Lambda functions to automate the task. Submit one prompt after another and store each response.

Correct answer: B

Explanation

Option B is correct because Amazon Bedrock batch inference allows for asynchronous response generation, which aligns with the company's requirement for minimal development effort. The other options either require real-time processing (A), complex agent system development (C), or sequential processing that could increase workload (D).