Identify Needed Source Documents That Provide Necessary Knowledge and Quality for a Given RAG Application GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 4)

Questions 16–20

1. 16foundation · easy

   Which of the following indicates a potential quality issue in a source document for a RAG application?

   • AThe document uses technical jargon
   • BThe document contains outdated information that conflicts with current policies
   • CThe document is written in a formal tone
   • DThe document is longer than 100 pages
   Reveal Solution Discussion Select an answer first
2. 17application · medium

   A manufacturing company wants to build a RAG application that allows engineers to query equipment maintenance manuals and real-time sensor data. The manuals are in PDF format, and the sensor data is stored in a time-series database. What is the most appropriate approach for preparing these source documents?

   • AConvert the PDFs to text and index them, and connect the database to the RAG pipeline
   • BOnly index the PDF manuals and ignore the sensor data
   • CConvert the sensor data into PDF documents and index them
   • DStore the PDFs in the database and query them directly
   Reveal Solution Discussion Select an answer first
4. 18foundation · easy

   When selecting source documents for a RAG application that answers questions about a company's return policy, which document is most aligned with the application's needs?

   • AA list of employee names and departments
   • BThe official return policy document
   • CA marketing brochure about the company's history
   • DA technical manual for the company's internal software
   Reveal Solution Discussion Select an answer first
5. 19expert · hard

   A RAG application for a customer support portal is being built. The team has a vast internal wiki with articles on many topics, but it is known to contain outdated information and conflicting advice. They also have a smaller set of curated, up-to-date FAQ documents. The application must provide accurate answers, but the team is concerned about coverage. What is the best strategy?

   • AUse the wiki as the primary source and the FAQs as a fallback
   • BUse only the curated FAQ documents to ensure accuracy
   • CUse only the internal wiki to maximize coverage
   • DUse the curated FAQs as the primary source and supplement with a cleaned, reviewed subset of the wiki
   Reveal Solution Discussion Select an answer first
6. 20foundation · easy

   A RAG application is being built to help users troubleshoot common issues with a software product. Which source document would best match the application's needs?

   • AA list of employee contact information
   • BA press release announcing the product launch
   • CA financial report from the company
   • DA user manual with troubleshooting sections
   Reveal Solution Discussion Select an answer first