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1Z0-1127-25 Prompt Engineering Practice Question

An engineer is using the ReAct pattern to build a reasoning agent. The agent should first reason about the user query, then call an external API, and finally incorporate the API result into a final answer. Which prompt structure best implements this pattern?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

"You have access to an API. For each step, output 'Thought:', then 'Action:', then 'Observation:' before the final answer."

ReAct explicitly interleaves reasoning (Thought) and actions (Action) before final output.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • "You have access to an API. For each step, output 'Thought:', then 'Action:', then 'Observation:' before the final answer."

    Why this is correct

    This matches the ReAct pattern: Thought, Action, Observation, then final answer.

  • "You are a helpful assistant. Answer the user's question based on your knowledge."

    Why it's wrong here

    This is a simple instruction without a structured reasoning-action loop.

  • "First, call the API. Then, output the result."

    Why it's wrong here

    Lacks the reasoning step and structured format for iterative actions.

  • "Think step by step, then provide the final answer."

    Why it's wrong here

    Encourages reasoning but does not specify an explicit action step.

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