You are working as a cloud consultant for a major retail company. You are planning to create a bot from a frequently asked questions (FAQ) document. You found out that Microsoft Azure AI has many serv

Azure AI Language service's QnA Maker feature is specifically designed to create a question-and-answer bot by extracting question-answer pairs directly from semi-structured content like FAQ documents, websites, or product manuals. It automates the process of building a knowledge base for conversational AI.

Language understanding (part of Azure AI Language) is used for natural language processing (NLP) tasks like intent recognition and entity extraction, but it doesn't directly create a bot from an FAQ document; it's a component for understanding complex user input.

Speech (Azure AI Speech) services are used for converting speech to text or text to speech, which enables voice interaction, but do not directly create a bot or knowledge base from an FAQ document.

Text analysis (part of Azure AI Language) provides functionalities like sentiment analysis, key phrase extraction, and language detection, which are analytical tools for text, but not for building a Q&A knowledge base from an FAQ document.