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1Z0-1127-25 Prompt Engineering Practice Question

A company is building a chatbot that must maintain a professional tone and avoid discussing off-topic subjects. Which TWO prompt engineering approaches should they combine to enforce these requirements?

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

Use a system prompt that defines the chatbot's role (e.g., 'You are a professional customer support agent') and includes constraints (e.g., 'Do not discuss topics outside of product support.')

A system prompt with role and constraints sets the overall behavior, and a template pattern for responses provides a consistent structure. The other options are less suitable.

Answer analysis

Option-by-option breakdown

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

  • Use a few-shot prompt with examples of off-topic conversations to teach the model what to avoid

    Why it's wrong here

    Examples of what to avoid are less effective than explicit constraints.

  • Use a system prompt that defines the chatbot's role (e.g., 'You are a professional customer support agent') and includes constraints (e.g., 'Do not discuss topics outside of product support.')

    Why this is correct

    This directly sets the tone and limits the scope.

  • Include a template pattern in the system prompt that specifies the response format (e.g., 'Greeting, Answer, Closing')

    Why this is correct

    A template ensures responses are structured and professional.

  • Set frequency penalty to 2.0 to reduce repetition of any words

    Why it's wrong here

    Penalty does not enforce topic adherence.

  • Set temperature to 1.0 to ensure creative responses

    Why it's wrong here

    High temperature may lead to unpredictable, off-topic responses.

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

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