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AI-900 · Question #102

AI-900 Question #102: Real Exam Question with Answer & Explanation

The correct answer is D: QnA Maker. To develop a chatbot that answers questions from documents like Word files and webpages, you should use QnA Maker to process these documents into a knowledge base.

Submitted by yaw92· Mar 30, 2026Conversational AI

Question

You need to develop a chatbot for a website. The chatbot must answer users questions based on the information m the following documents: - A product troubleshooting guide m a Microsoft Word document - A frequently asked questions (FAQ) list on a webpage Which service should you use to process the documents?

Options

  • ALanguage Undemanding
  • BText Analytics
  • CAzure Bot Service
  • DQnA Maker

Explanation

To develop a chatbot that answers questions from documents like Word files and webpages, you should use QnA Maker to process these documents into a knowledge base.

Common mistakes.

  • A. Language Understanding (LUIS) is used to interpret user intents and entities from natural language, not to process documents into a Q&A knowledge base.
  • B. Text Analytics provides services like sentiment analysis, key phrase extraction, and entity recognition, but it does not create a structured knowledge base for question answering from documents.
  • C. Azure Bot Service is the platform for hosting, managing, and connecting the bot, but it does not directly process documents into a Q&A knowledge base; it integrates with services like QnA Maker for that functionality.

Concept tested. QnA Maker for knowledge base creation

Reference. https://learn.microsoft.com/en-us/azure/ai-services/language-service/question-answering/overview

Topics

#QnA Maker#Chatbot#Knowledge base#Document processing

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