Identify Needed Source Documents That Provide Necessary Knowledge and Quality for a Given RAG Application GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 2)

Questions 6–10

1. 6foundation · easy

   When evaluating the quality of a source document for a RAG application, which factor is most important to consider?

   • AThe document's author's name and publication date
   • BThe document's accuracy and relevance to the target domain
   • CThe document's color scheme and visual design
   • DThe document's file size and page count
   Reveal Solution Discussion Select an answer first
2. 7application · medium

   A legal tech company is building a RAG application to help lawyers search case law. They have a large corpus of federal court decisions. However, the application frequently fails to answer questions about specific state-level regulations. What is the most likely gap in their knowledge coverage?

   • AThe corpus is not indexed properly
   • BThe corpus lacks documents on state-specific statutes and rulings
   • CThe corpus is not large enough overall
   • DThe corpus contains too many federal decisions
   Reveal Solution Discussion Select an answer first
4. 8expert · hard

   A RAG application is being built for a global company's employee handbook. The handbook is available in multiple languages, but the English version is the most up-to-date. The application must serve employees in all regions. The team is considering whether to include all language versions or only the English version. What is the most important consideration?

   • AUse the English version as the primary source and include other language versions only if they are verified to be up-to-date
   • BIncluding all language versions ensures better coverage for non-English speakers
   • CThe application should translate the English version into all languages at runtime
   • DUsing only the English version ensures consistency and accuracy
   Reveal Solution Discussion Select an answer first
5. 9foundation · easy

   Which of the following is an example of a source document type that can be used in a RAG application?

   • AA relational database containing structured records
   • BA compiled executable file
   • CA system log file with raw error messages
   • DA password-protected archive file
   Reveal Solution Discussion Select an answer first
6. 10expert · hard

   A RAG application is being developed to provide answers based on a company's internal HR policies. The team has a single, large PDF document that contains all policies, but it is 2,000 pages long and includes many sections that are not relevant to common employee questions (e.g., internal IT procurement procedures). The application is returning irrelevant results. What is the most effective way to improve the quality of the source documents?

   • AUse a more advanced embedding model
   • BIncrease the number of documents in the knowledge base
   • CFilter the PDF to include only sections relevant to common employee questions
   • DSplit the PDF into smaller chunks and index all of them
   Reveal Solution Discussion Select an answer first