Automated Evaluation Pipelines Quiz

Quiz covering GenAI Quality Assurance

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

   What is the primary purpose of an automated evaluation pipeline in GenAI development?

2. 2

   When using an 'LLM-as-a-judge' approach for automated evaluation, which of the following is considered a best practice?

3. 3

   Which metric is most appropriate for evaluating a RAG (Retrieval-Augmented Generation) system's ability to avoid hallucinations?

4. 4

   Why is it important to include a 'Golden Dataset' in your automated evaluation pipeline?

5. 5

   You observe that your LLM-as-a-judge evaluation results show high variance (low reproducibility) across multiple runs. Which technique is most effective for mitigating this issue?