Exam Certified Generative AI Engineer Associate topic 1 question 54 discussion

Actual exam question from Databricks's Certified Generative AI Engineer Associate

Question #: 54
Topic #: 1

[All Certified Generative AI Engineer Associate Questions]

A Generative AI Engineer needs to design an LLM pipeline to conduct multi-stage reasoning that leverages external tools. To be effective at this, the LLM will need to plan and adapt actions while performing complex reasoning tasks.

Which approach will do this?

A. Train the LLM to generate a single, comprehensive response without interacting with any external tools, relying solely on its pre-trained knowledge.
B. Use a Chain-of-Thought (CoT) prompting technique to guide the LLM through a series of reasoning steps, then manually input the results from external tools for the final answer.
C. Implement a framework like ReAct, which allows the LLM to generate reasoning traces and perform task-specific actions that leverage external tools if necessary.
D. Encourage the LLM to make multiple API calls in sequence without planning or structuring the calls, allowing the LLM to decide when and how to use external tools spontaneously.

Show Suggested Answer

Suggested Answer: C 🗳️

by Duke_CT at June 18, 2025, 1:08 p.m.

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Duke_CT

2 weeks, 3 days ago

Selected Answer: B

Hmm, seems like A from what I studied.

upvoted 1 times

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