Databricks Generative AI Engineer Associate Question 78
Select 3You are tasked with using a generative AI model to summarize customer feedback into concise, 2-sentence summaries. Which of the following prompt/response pairs aligns with the model's task?
- A
Prompt: 'Summarize this customer feedback in two sentences: The product is great, but the delivery was delayed by a week.' Response: 'The product quality is excellent, but delivery time needs improvement.'
- B
Prompt: 'Generate a 5-paragraph essay about customer service improvements.' Response: 'Customer service improvements can start with better communication, faster response times, and personalized support.'
- C
Prompt: 'Summarize this customer feedback in two sentences: The app is user-friendly, but it lacks advanced features.' Response: 'The app is easy to use, but adding advanced features could enhance its functionality.'
- D
Prompt: 'Write a detailed technical report on product performance.' Response: 'The product performance exceeds expectations under normal use conditions, with a failure rate of less than 0.01%.'
- E
Prompt: 'Summarize this customer feedback in two sentences: The website is intuitive, but the checkout process is slow.' Response: 'The website design is user-friendly, but the checkout process needs optimization for speed.'
Show answer and explanation
Correct answers: A, C, E
Explanation
The task is to identify prompt/response pairs that align with the model's goal of summarizing customer feedback into concise, 2-sentence summaries. Options 1, 3, and 5 directly fulfill this requirement as their prompts request summaries of customer feedback and the corresponding responses are concise, accurate, and relevant. Options 2 and 4 do not align with the task because their prompts request outputs (e.g., essays or technical reports) that do not match the summarization task.
- A. Correct.
This option aligns with the task because the prompt asks for a two-sentence summary of customer feedback, and the response provides a concise and relevant summary.
- B. Incorrect.
This option does not align with the task since the prompt requests an essay, not a two-sentence summary. It does not match the expected task format.
- C. Correct.
This option aligns with the task because the prompt asks for a two-sentence summary of customer feedback, and the response provides an accurate and concise summary.
- D. Incorrect.
This option does not align with the task since the prompt is asking for a technical report, which deviates from the task of summarizing customer feedback in two sentences.
- E. Correct.
This option aligns with the task because the prompt requests a two-sentence summary of customer feedback, and the response provides an accurate and concise summary.