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Câu 7: NCP-AAI: Agentic AI

You’re evaluating the RAG pipeline by comparing its responses to synthetic questions. You’ve collected a large set of similarity scores.What’s the primary benefit of aggregating these scores into a single metric (e.g., average similarity)?

Nội dung câu hỏi

You’re evaluating the RAG pipeline by comparing its responses to synthetic questions. You’ve collected a large set of similarity scores.What’s the primary benefit of aggregating these scores into a single metric (e.g., average similarity)?

Các lựa chọn

Đáp án được giữ gọn theo nhãn A, B, C, D trong phần bình chọn tương tác.

  1. A. Aggregation identifies the specific chunks within the RAG pipeline that are contributing to the highest similarity scores.
  2. B. Aggregation reduces the complexity of the evaluation process and allows for a more overall assessment of the pipeline’s effectiveness. — đáp án hiện tại
  3. C. Aggregation provides a more accurate representation of the RAG pipeline’s performance.
  4. D. Aggregation eliminates the need for qualitative analysis of the RAG pipeline’s responses.

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