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AI-900 · Question #203

You plan to develop a bot that will enable users to query a knowledge base by using natural language processing. Which two services should you include in the solution? Each correct answer presents…

The correct answer is A. Language Service B. Azure Bot Service. To develop a bot that uses natural language processing to query a knowledge base, Azure Bot Service and Azure AI Language Service are required.

Submitted by lucia.co· Mar 30, 2026

Question

You plan to develop a bot that will enable users to query a knowledge base by using natural language processing. Which two services should you include in the solution? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Options

  • ALanguage Service
  • BAzure Bot Service
  • CForm Recognizer
  • DAnomaly Detector

How the community answered

(48 responses)
  • A
    71% (34)
  • C
    10% (5)
  • D
    19% (9)

Why each option

To develop a bot that uses natural language processing to query a knowledge base, Azure Bot Service and Azure AI Language Service are required.

ALanguage ServiceCorrect

The Azure AI Language Service (specifically features like Question Answering or conversational language understanding) provides the natural language processing capabilities needed to understand user queries and interact with a knowledge base. This service interprets user input and extracts intents or entities.

BAzure Bot ServiceCorrect

Azure Bot Service provides the framework for building, connecting, and managing bots that interact with users across various channels. It acts as the orchestration layer for the bot, handling user input and integrating with services like the Language Service for NLP.

CForm Recognizer

Form Recognizer (Azure AI Document Intelligence) is used for extracting structured data from documents and forms, which is not directly relevant for a conversational bot querying a knowledge base.

DAnomaly Detector

Anomaly Detector is used for identifying unusual patterns in time-series data, which is unrelated to building a natural language processing bot that queries a knowledge base.

Concept tested: Building intelligent bots with NLP

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

Topics

#Azure Bot Service#Azure Language Service#Natural Language Processing#Conversational AI

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