View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 221. Which component is primarily responsible for finding relevant information from a knowledge base in a RAG system? Retriever Tokenizer Output validator Guardrail Correct Answer: 1. Retriever Explanation: The retriever is the component responsible for finding information that is […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 201. Which component converts text into numerical vectors for semantic retrieval? Token filter Embedding model Reranker Output parser Correct Answer: 2. Embedding model Explanation: An embedding model converts text into numerical vector representations that capture semantic characteristics of the […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 181. Which technique is most useful for ensuring retrieved documents are relevant before they are provided to an LLM? Increasing temperature Reranking retrieved documents Increasing response length Removing metadata Correct Answer: 2. Reranking retrieved documents Explanation: Reranking improves the […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 161. What is the primary purpose of grounding a generative AI response? To make the response longer 2. To increase model temperature 3. To connect generated claims to reliable provided information 4. To eliminate the need for retrieval Correct […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 141. Which component is responsible for finding relevant information from a knowledge base in a RAG application? Generator 2. Retriever 3. Tokenizer 4. Output validator Correct Answer: 2. Retriever Explanation: The retriever is the component responsible for finding information […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 121. Which approach can improve retrieval when a user’s query contains ambiguous terminology? Remove all query terms 2. Use query rewriting or clarification 3. Disable semantic search 4. Increase response temperature Correct Answer: 2. Use query rewriting or clarification […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 101. Which component converts text into numerical vectors for semantic retrieval? Reranker 2. Embedding model 3. Token limit 4. Guardrail Correct Answer: 2. Embedding model Explanation: An embedding model converts text into numerical vector representations that capture semantic characteristics […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 81. Which technique can help improve the quality of retrieved documents in a RAG application? Increasing the model temperature 2. Improving the embedding or retrieval strategy 3. Removing all metadata 4. Increasing response length Correct Answer: 2. Improving the […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 61. What is the primary purpose of prompt templates in a generative AI application? To provide a reusable structure for constructing model inputs To replace vector databases To increase physical storage capacity To manage network routing Correct Answer: 1. […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 41. What is the main purpose of a tokenizer in a generative AI system? To convert input text into tokens that the model can process To create database tables To manage user permissions To monitor GPU temperature Correct Answer: […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 21. Which Databricks component can be used to store and manage vector representations for similarity-based retrieval? Databricks SQL Dashboard Vector Search Notebook revision history Cluster policy Correct Answer: 2. Vector Search Explanation: Databricks Vector Search is designed to support […]

View Full Databricks Certified Generative AI Engineer Associate Exam Dumps and Practice Test Dumps   Question 1. Which Databricks capability is commonly used to deploy and manage generative AI model endpoints? Unity Catalog Model Serving Delta Sharing Databricks SQL Warehouse Correct Answer: 2. Model Serving Explanation: Databricks Model Serving provides a managed way to deploy […]

View Full Microsoft AZ-700 Exam Dumps and Practice Test Dumps.   Question 381 An organization wants to use Azure Firewall Manager to centrally deploy and manage third-party security solutions across Azure virtual hubs. Which capability should the organization use? Private endpoint network policies Security partner provider Traffic Manager multivalue routing Service endpoint Correct Answer: 2 […]

View Full Microsoft AZ-700 Exam Dumps and Practice Test Dumps.   Question 361 An organization uses Azure Virtual WAN and wants traffic between two virtual hubs to traverse the Microsoft-managed WAN backbone without requiring direct VNet peering. Which capability should be used? Virtual hub-to-hub connectivity VNet service endpoints Azure Bastion Application Gateway Correct Answer: 1 […]

View Full Microsoft AZ-700 Exam Dumps and Practice Test Dumps.   Question 341 Which Azure service allows a network administrator to create centralized connectivity configurations for multiple virtual networks? Azure Network Watcher Azure Virtual Network Manager Azure Bastion Azure Traffic Manager Correct Answer: 2 Explanation Azure Virtual Network Manager provides centralized management for connectivity configurations […]