AWS Certified AI Practitioner (AIF-C01) — Question 227

A company wants to create a chatbot that answers questions about human resources policies. The company is using a large language model (LLM) and has a large digital documentation base.

Which technique should the company use to optimize the generated responses?

Answer options

• A. Use Retrieval Augmented Generation (RAG).
• B. Use few-shot prompting.
• C. Set the temperature to 1.
• D. Decrease the token size.

Correct answer: A

Explanation

The correct answer is A, as Retrieval Augmented Generation (RAG) allows the chatbot to enhance its responses by retrieving relevant documents from the large digital base, leading to more accurate information. Options B, C, and D do not directly address the need to optimize responses based on existing documentation, making them less effective for this scenario.