Identify Needed Source Documents That Provide Necessary Knowledge and Quality for a Given RAG Application GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 1)

Questions 1–5

1. 1foundation · easy

   What does 'knowledge coverage' mean in the context of selecting source documents for a RAG application?

   • AThe documents are stored in a single, centralized location
   • BThe documents are all in the same file format
   • CThe documents are accessible to all users without restrictions
   • DThe selected documents collectively contain all the information needed to answer the application's intended queries
   Reveal Solution Discussion Select an answer first
2. 2application · medium

   A software company is building a RAG application to help developers use their internal API. They have the official API reference documentation (HTML), a set of code examples on a public GitHub repository, and a collection of internal Slack conversations about common issues. What is the most appropriate primary source for the knowledge base?

   • AThe official API reference documentation
   • BThe Slack conversations, as they contain real-world problem-solving
   • CAll three sources combined with equal weight
   • DThe GitHub code examples, as they show practical usage
   Reveal Solution Discussion Select an answer first
4. 3foundation · easy

   A RAG application must answer customer questions about product specifications. Which of the following is a valid source document type for this knowledge base?

   • AA PDF datasheet containing technical specifications
   • BA web page with marketing slogans and no technical details
   • CAn image file with no accompanying text or metadata
   • DA database table of customer names and addresses
   Reveal Solution Discussion Select an answer first
5. 4expert · hard

   A RAG application is being developed for a legal firm to answer questions about contract clauses. The firm has a repository of past contracts, but they are in various formats (PDF, Word, scanned images). The application must provide accurate answers about specific clauses. What is the most critical step in preparing these source documents?

   • AManually typing out all contracts into a single text file
   • BConverting all documents to a uniform format like PDF
   • CIndexing all documents without any preprocessing
   • DEnsuring all text is machine-readable through OCR for scanned documents
   Reveal Solution Discussion Select an answer first
6. 5application · medium

   A RAG application is being built to answer questions about a company's product return policy. The team has two sources: the official policy document on the company website and a customer service representative's personal notes on how they handle returns. Which source should be the primary knowledge base?

   • ABoth sources combined, as they provide a complete picture
   • BThe customer service representative's notes, as they reflect real-world practice
   • CThe customer service representative's notes, as they are more practical
   • DThe official policy document, as it is the authoritative source
   Reveal Solution Discussion Select an answer first