Databricks Certified Generative AI Engineer Associate · Free Practice Question Medium
Question 16
A Generative AI Engineer is tasked with selecting tools for a pipeline that converts text-based user reviews into categorized insights. The categories include product quality, delivery, and customer service. What components are critical?
- A A retrieval system to fetch similar reviews.
- B A summarization model to condense user reviews.
- C An embedding model to represent reviews semantically.
- D A classification model to categorize user reviews based on predefined categories.
Reveal correct answer
Correct answer: D
Explanation
A classification model ensures reviews are assigned to the correct categories, enabling actionable insights from user feedback.A. Incorrect: Retrieval does not classify or generate categorized insights.
B. Incorrect: Summarization does not produce specific categorizations.
C. Incorrect: While embeddings capture meaning, they do not categorize reviews directly.
D. Correct: Classification models assign reviews to specific categories effectively.
Discussion
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