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  • Premium File: 99 Questions & Answers. Last update: Oct 27, 2026
  • Training Course: 28 Video Lectures
  • Study Guide: 407 Pages
  • Latest Questions
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Google Generative AI Leader Practice Test 50

Question 490

Security wants to block agents from calling export-data tools with a large unapproved record count. Which control applies?

  1. Plugin integration
  2. API function call
  3. Agent policy guardrail
  4. Data store connector

Explanation

Correct Answer

C:

Tool guardrails can validate operations before execution. A policy guardrail constrains allowed agent operations and their sensitive parameters.

Incorrect Answers

A:

A plugin contributes supported reusable agent capabilities or integrations. This does not directly meet the case requirement to enforce bounded authorized API requests.

B:

A function tool exposes a defined operation that an agent can invoke with structured arguments. This does not directly meet the case requirement to enforce bounded authorized API requests.

D:

A data store connector makes relevant source records or documents available for retrieval. This does not directly meet the case requirement to enforce bounded authorized API requests.

Question 491

A RAG pipeline needs to hold uploaded PDF files before indexing. Which Google Cloud service is natural?

  1. Cloud Logging and monitoring
  2. Cloud Storage
  3. Cloud Run functions
  4. Model serving endpoint

Explanation

Correct Answer

B:

Object storage can host source documents. Cloud Storage stores objects such as documents, media and artifacts in buckets.

Incorrect Answers

A:

Logging and monitoring capture operational events, metrics and traces. This does not directly meet the case requirement to persist documents as cloud objects.

C:

Cloud Run functions runs event-driven functions without managing servers. This does not directly meet the case requirement to persist documents as cloud objects.

D:

A model endpoint handles inference requests and returns predictions or generated outputs. This does not directly meet the case requirement to persist documents as cloud objects.

Question 492

A custom agent tool is implemented as a containerized web service. Which serverless execution option fits?

  1. Model serving endpoint
  2. Managed database service
  3. Cloud Run
  4. Cloud Storage

Explanation

Correct Answer

C:

Cloud Run can host managed container services. Cloud Run executes containerized services and suitable jobs on managed infrastructure.

Incorrect Answers

A:

A model endpoint handles inference requests and returns predictions or generated outputs. This does not directly meet the case requirement to run an HTTP-based container tool.

B:

A database provides structured or transactional record storage for applications. This does not directly meet the case requirement to run an HTTP-based container tool.

D:

Cloud Storage stores objects such as documents, media and artifacts in buckets. This does not directly meet the case requirement to run an HTTP-based container tool.

Question 493

A Cloud Storage file-upload event should invoke a short single-purpose function written as source code; the team does not want to package and operate a general containerized web service. Which named Google Cloud offering is the direct fit?

  1. Cloud Logging and monitoring
  2. Cloud Run
  3. Cloud Run functions
  4. Model serving endpoint

Explanation

Correct Answer

C:

Functions are designed for event-triggered processing. Cloud Run functions runs event-driven functions without managing servers.

Incorrect Answers

A:

Logging and monitoring capture operational events, metrics and traces. This does not directly meet the case requirement to invoke code when a storage event occurs.

B:

Cloud Run executes containerized services and suitable jobs on managed infrastructure. This does not directly meet the case requirement to invoke code when a storage event occurs.

D:

A model endpoint handles inference requests and returns predictions or generated outputs. This does not directly meet the case requirement to invoke code when a storage event occurs.

Question 494

An order agent must update structured purchase records with transactions. Which back-end type is needed?

  1. Managed database service
  2. Cloud Logging and monitoring
  3. Cloud Run functions
  4. Model serving endpoint

Explanation

Correct Answer

A:

A database stores operational business state. A database provides structured or transactional record storage for applications.

Incorrect Answers

B:

Logging and monitoring capture operational events, metrics and traces. This does not directly meet the case requirement to persist structured transactional records.

C:

Cloud Run functions runs event-driven functions without managing servers. This does not directly meet the case requirement to persist structured transactional records.

D:

A model endpoint handles inference requests and returns predictions or generated outputs. This does not directly meet the case requirement to persist structured transactional records.

Question 495

An application has selected a model and needs to generate responses through an API. Which endpoint is involved?

  1. Cloud Logging and monitoring
  2. Cloud Run functions
  3. Model serving endpoint
  4. Managed database service

Explanation

Correct Answer

C:

A model endpoint serves inference. A model endpoint handles inference requests and returns predictions or generated outputs.

Incorrect Answers

A:

Logging and monitoring capture operational events, metrics and traces. This does not directly meet the case requirement to run the foundation model on request.

B:

Cloud Run functions runs event-driven functions without managing servers. This does not directly meet the case requirement to run the foundation model on request.

D:

A database provides structured or transactional record storage for applications. This does not directly meet the case requirement to run the foundation model on request.

Question 496

Operations needs to investigate tool errors and latency for a deployed agent. Which service category supplies evidence?

  1. Managed database service
  2. Cloud Logging and monitoring
  3. Cloud Run
  4. Cloud Storage

Explanation

Correct Answer

B:

Logs and monitoring report runtime events and performance. Logging and monitoring capture operational events, metrics and traces.

Incorrect Answers

A:

A database provides structured or transactional record storage for applications. This does not directly meet the case requirement to observe agent service health.

C:

Cloud Run executes containerized services and suitable jobs on managed infrastructure. This does not directly meet the case requirement to observe agent service health.

D:

Cloud Storage stores objects such as documents, media and artifacts in buckets. This does not directly meet the case requirement to observe agent service health.

Question 497

A business archives screenshots, videos and manuals for AI processing. Which storage type fits?

  1. Cloud Storage
  2. Cloud Run
  3. Cloud Run functions
  4. Managed database service

Explanation

Correct Answer

A:

Cloud Storage is designed for object files. Cloud Storage stores objects such as documents, media and artifacts in buckets.

Incorrect Answers

B:

Cloud Run executes containerized services and suitable jobs on managed infrastructure. This does not directly meet the case requirement to store binary AI source artifacts.

C:

Cloud Run functions runs event-driven functions without managing servers. This does not directly meet the case requirement to store binary AI source artifacts.

D:

A database provides structured or transactional record storage for applications. This does not directly meet the case requirement to store binary AI source artifacts.

Question 498

An internal tool packages a full document-validation web application, with several HTTP routes, as its own custom container image. Which managed service best runs that containerized application?

  1. Cloud Run
  2. Cloud Storage
  3. Cloud Run functions
  4. Model serving endpoint

Explanation

Correct Answer

A:

Cloud Run runs container services without VM operations. Cloud Run executes containerized services and suitable jobs on managed infrastructure.

Incorrect Answers

B:

Cloud Storage stores objects such as documents, media and artifacts in buckets. This does not directly meet the case requirement to execute a custom containerized endpoint.

C:

Cloud Run functions runs event-driven functions without managing servers. This does not directly meet the case requirement to execute a custom containerized endpoint.

D:

A model endpoint handles inference requests and returns predictions or generated outputs. This does not directly meet the case requirement to execute a custom containerized endpoint.

Question 499

A Cloud Storage upload must launch a simple preprocessing function immediately. Which tool supports event execution?

  1. Managed database service
  2. Cloud Storage
  3. Cloud Logging and monitoring
  4. Cloud Run functions

Explanation

Correct Answer

D:

Cloud Run functions can run short event-driven logic. Cloud Run functions runs event-driven functions without managing servers.

Incorrect Answers

A:

A database provides structured or transactional record storage for applications. This does not directly meet the case requirement to trigger code on an object upload.

B:

Cloud Storage stores objects such as documents, media and artifacts in buckets. This does not directly meet the case requirement to trigger code on an object upload.

C:

Logging and monitoring capture operational events, metrics and traces. This does not directly meet the case requirement to trigger code on an object upload.

Question 500

An assistant must query customer account balances reliably from an existing system of record. Which back end supplies those facts?

  1. Cloud Run
  2. Managed database service
  3. Cloud Logging and monitoring
  4. Cloud Run functions

Explanation

Correct Answer

B:

Structured databases hold authoritative account records. A database provides structured or transactional record storage for applications.

Incorrect Answers

A:

Cloud Run executes containerized services and suitable jobs on managed infrastructure. This does not directly meet the case requirement to read transactional customer values.

C:

Logging and monitoring capture operational events, metrics and traces. This does not directly meet the case requirement to read transactional customer values.

D:

Cloud Run functions runs event-driven functions without managing servers. This does not directly meet the case requirement to read transactional customer values.

Generative AI Leader Practice Tests

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