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AI-900 · Question #127

Which AI service should you use to create a bot from a frequently asked questions (FAQ) document?

The correct answer is A. Language Service. To create a bot from a Frequently Asked Questions (FAQ) document, you should use the Azure AI Language service, which includes the QnA Maker capability.

Submitted by weili_xi· Mar 30, 2026Describe features of Natural Language Processing (NLP) workloads on Azure

Question

Which AI service should you use to create a bot from a frequently asked questions (FAQ) document?

Options

  • ALanguage Service
  • BLanguage Understanding (LUIS
  • CText Analytics
  • DSpeech

How the community answered

(39 responses)
  • A
    92% (36)
  • B
    3% (1)
  • C
    5% (2)

Why each option

To create a bot from a Frequently Asked Questions (FAQ) document, you should use the Azure AI Language service, which includes the QnA Maker capability.

ALanguage ServiceCorrect

The Azure AI Language service (formerly Azure Cognitive Service for Language) offers various natural language processing capabilities, including question answering (QnA Maker), which is specifically designed to build conversational AI experiences from FAQ documents and other knowledge bases.

BLanguage Understanding (LUIS

Language Understanding (LUIS), now a feature within the Azure AI Language service, focuses on understanding user intents and entities in natural language, not on directly creating a bot from an FAQ document.

CText Analytics

Text Analytics, also part of the Azure AI Language service, provides features like sentiment analysis, key phrase extraction, and entity recognition, but it does not create a conversational bot from an FAQ document.

DSpeech

Speech services enable voice input and output for a bot, but they do not process an FAQ document to build the bot's conversational knowledge.

Concept tested: Azure AI Language for FAQ bots

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

Topics

#Azure AI Language#QnA Maker#FAQ bot#Conversational AI

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