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Question 1
Which Google Cloud service offers a unified platform for building and deploying generative AI solutions, including access to Gemini models, Imagen, and third-party models such as Llama and Claude?
Correct Answer:
Vertex AI
Question 2
A team needs to ground Gemini responses in their private corporate documents stored in Cloud Storage. Which service is best suited to provide a managed RAG pipeline?
Correct Answer:
Vertex AI Search (Discovery Engine)
Question 3
Which Gemini model variant is optimized for the lowest cost and latency, suitable for high-volume tasks like classification or summarization?
Correct Answer:
Gemini 2.5 Flash-Lite
Question 4
Which Vertex AI feature lets you reuse a long static prompt prefix (such as a large system prompt or document context) across many requests to reduce input token cost?
Correct Answer:
Context caching
Question 5
Which Gemini API capability lets the model produce structured outputs that conform to a specified JSON schema?
Correct Answer:
Controlled generation (responseSchema)
Question 1
Exam overview

About this Exam

Prepare with the GCP GenAI Engineer Practice Questions - Google Cloud Professional Cloud GenAI Engineer Exam practice quiz. This question bank includes 100 questions covering vertex, model, gemini, lets, and capability. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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GCP GenAI Engineer Practice Questions - Google Cloud Professional Cloud GenAI Engineer Exam

This practice set contains 100 questions from the matching question bank and focuses on vertex, model, gemini, lets, and capability. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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