RAG Evaluation Quiz

Quiz covering Retrieval Augmented Generation (RAG)

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   In the context of RAG, what is the primary purpose of the 'Retrieval' component?

2. 2

   When evaluating a RAG system, which metric specifically measures whether the retrieved context contains the information necessary to answer the user's question?

3. 3

   If a RAG system produces a correct answer based on the retrieved context, but the retrieved context itself contains irrelevant information, which evaluation metric would likely be penalized?

4. 4

   A RAG system is suffering from 'hallucinations' where the model generates information not present in the retrieved context. Which metric is most effective at detecting this?

5. 5

   You observe that your RAG system consistently fails to answer questions that require synthesizing information from multiple distinct documents. Which architectural change is most likely to improve this?