View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 181 Which component converts text into numerical representations that can be used for semantic similarity searches? IAM policy Embedding model API Gateway CloudTrail Correct Answer: 2 Explanation An embedding model converts text or other supported data […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 201 Which AWS service can be used to monitor application metrics, logs, and alarms for a generative AI workload? AWS KMS Amazon CloudWatch AWS Secrets Manager Amazon S3 Correct Answer: 2 Explanation Amazon CloudWatch provides monitoring […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 221 Which technique allows a foundation model to receive a few examples of the desired task directly within the prompt? Fine-tuning Retrieval indexing Few-shot prompting Model quantization Correct Answer: 3 Explanation Few-shot prompting provides a model […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 241 A developer wants to improve the quality of retrieved results by considering both exact terms and semantic meaning. Which approach should be used? Hybrid search Random retrieval Image classification Log aggregation Correct Answer: 1 Explanation […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 261 A developer wants to ensure that a generative AI application can automatically recover when a temporary model invocation failure occurs. Which approach is most appropriate? Disable all error handling Increase the prompt size Remove application […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 281 Which approach is most effective for ensuring that an AI application uses the latest approved documents in its RAG responses? Maintain an automated ingestion and index-refresh pipeline Increase model temperature Add more unrelated examples to […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 301 Which component is responsible for representing documents as numerical vectors for storage in a vector search system? Embedding model API Gateway AWS CloudTrail AWS Secrets Manager Correct Answer: 1 Explanation An embedding model converts text […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 321 A company is building a customer-support assistant that must answer questions using frequently changing product documentation. The company does not want to retrain the foundation model whenever documentation changes. Which architecture is most appropriate? Retrieval-Augmented […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 341 A company wants to provide an AI assistant with access to customer-order information without allowing the foundation model to directly access the database. Which architecture is most appropriate? Expose the database password in the prompt […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 361 A company wants an AI application to use different foundation models depending on whether a request requires low latency or advanced reasoning. Which design is most appropriate? Model routing based on application requirements Use the […]

View Full Amazon AWS Certified Generative AI Developer – Professional AIP-C01 Exam Dumps and Practice Test Dumps   Question 381 A developer wants to ensure that an AI application can identify whether a user’s request contains sensitive personal information before processing it. Which approach is most appropriate? Increase the model temperature Use input data classification […]

View Full Microsoft AZ-400 Exam Dumps and Practice Test Dumps   Q381. Which Azure DevOps feature allows a team to store and manage reusable packages such as NuGet or npm packages? 1) Azure Artifacts 2) Azure Boards 3) Azure Repos 4) Azure Test Plans Correct Answer: 1) Explanation: Azure Artifacts provides package management capabilities within Azure DevOps. […]

View Full Microsoft AZ-400 Exam Dumps and Practice Test Dumps   Q361. Which Azure DevOps feature allows an organization to automatically inject additional steps into pipelines without modifying every pipeline definition? 1) Pipeline decorators 2) Variable groups 3) Agent pools 4) Release notes Correct Answer: 1) Explanation: Pipeline decorators allow organizations to automatically add steps to pipeline […]

View Full Microsoft AZ-400 Exam Dumps and Practice Test Dumps   Q341. Which Azure DevOps feature can automatically link a commit or pull request to an Azure Boards work item? 1) Work item integration 2) Pipeline caching 3) Agent demand 4) Artifact retention Correct Answer: 1) Explanation: Work item integration connects development activities with Azure Boards work […]

View Full Microsoft AZ-400 Exam Dumps and Practice Test Dumps   Q321. Which Azure DevOps feature provides a centralized record of actions performed within an organization for auditing purposes? 1) Azure DevOps Audit Logs 2) Azure Artifacts 3) Azure Boards 4) Pipeline cache Correct Answer: 1) Explanation: Azure DevOps Audit Logs provide information about important activities and […]