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Google Cloud Certified Google Cloud Certified - Generative AI Leader Exam

Google Cloud Certified - Generative AI Leader Exam

Last Update Jul 29, 2025
Total Questions : 45

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Questions 2

A development team is building an internal knowledge base chatbot to answer employee questions about company policies and procedures. This information is stored across various documents in Google Cloud Storage and is updated regularly by different departments. What is the primary benefit of using Google Cloud's RAG APIs in this scenario?

Options:

A.  

They provide a pre-built user interface for the chatbot, simplifying the front-end development process.

B.  

They allow the development team to train a single foundation model on all company documents.

C.  

They enable the generative AI model to retrieve the most up-to-date and relevant information from the policy documents in real-time.

D.  

They automatically create summaries of all company policies, which are then presented to employees as quick answers.

Discussion 0
Questions 3

A retail company with a large online catalog wants to improve customer experience and drive sales by implementing multimodal search capabilities (image, voice, and text). What is a primary business benefit of this capability?

Options:

A.  

Improved customer engagement and product discovery leading to increased satisfaction and potential sales.

B.  

Reduced dependency on keyword optimization for product listings and improved search engine rankings.

C.  

Lowered operational costs associated with managing and updating product information across different platforms and channels.

D.  

Streamlined inventory management processes and more accurate demand forecasting for popular items.

Discussion 0
Questions 4

A pharmaceutical company's research and development department spends significant time manually reviewing new scientific papers to identify potential drug targets. They need a solution that can answer questions about these documents and provide summarized insights to researchers without requiring extensive coding expertise. What should the organization do?

Options:

A.  

Use Gemini for Google Workspace to facilitate collaborative document review.

B.  

Use Vertex AI Search to index the papers and enable keyword-based searches.

C.  

Use Vertex AI AutoML to train a model that classifies papers into predefined research areas.

D.  

Use Vertex AI Agent Builder to create a custom AI agent.

Discussion 0
Questions 5

A company wants to create an AI-powered educational solution that provides personalized learning experiences for students. This platform will assess a student's knowledge, recommend relevant learning materials, and generate personalized exercises. The application would provide the structure for lessons and track progress. What type of AI solution should they use?

Options:

A.  

An AI-powered recommendation system for learning resources

B.  

A large language model fine-tuned on educational content

C.  

A learning management system (LMS)

D.  

A customized learning agent

Discussion 0
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