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AI-102 · Question #250

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might…

The correct answer is B. No. Despite the chatbot correctly answering specific price inquiries from an uploaded PDF, the statement "The chatbot fails" suggests it does not fully meet all implicit requirements or perform reliably across all intended interactions.

Submitted by the_admin· Mar 30, 2026Implement natural language processing solutions

Question

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution. After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen. You are building a chatbot that will use question answering in Azure Cognitive Service for Language. You have a PDF named Doc1.pdf that contains a product catalogue and a price list. You upload Doc1.pdf and train the model. During testing, users report that the chatbot responds correctly to the following question: What is the price of <product>? The chatbot fails to respond to the following question: How much does <product> cost? You need to ensure that the chatbot responds correctly to both questions. Solution: From Language Studio, you enable chit-chat, and then retrain and republish the model. Does this meet the goal?

Options

  • AYes
  • BNo

How the community answered

(34 responses)
  • A
    35% (12)
  • B
    65% (22)

Why each option

Despite the chatbot correctly answering specific price inquiries from an uploaded PDF, the statement "The chatbot fails" suggests it does not fully meet all implicit requirements or perform reliably across all intended interactions.

AYes

This is incorrect because, while one specific type of question works, the overall assessment "The chatbot fails" implies broader issues that prevent it from being a complete or satisfactory solution.

BNoCorrect

The scenario states "The chatbot fails" after mentioning a specific successful interaction. If the implicit goal is for the chatbot to work broadly or for other types of questions beyond the simple price query, then the general failure indicated means the current state is not a complete or acceptable solution.

Concept tested: QnA model testing and evaluation

Source: https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/question-answering/how-to/test-qna-project

Topics

#Azure Custom Q&A#Cognitive Service for Language#Chatbot NLU#Chit-chat

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