Conversational AI Flashcards
7 cards from real Microsoft Azure AI Fundamentals practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Conversational AI flashcards as text
In LUIS, what are 'entities'?
Answer: Specific pieces of information extracted from user utterances, such as names or dates
Entities are key pieces of data extracted from utterances — for example, in 'Book a flight to Paris,' 'Paris' is a location entity.
Which Azure AI Language feature replaced QnA Maker for building question-answering solutions?
Answer: Custom Question Answering (within Azure AI Language)
QnA Maker was migrated into Azure AI Language as the Custom Question Answering feature, offering the same core capability under a unified service.
What is the Bot Framework Emulator primarily used for?
Answer: Testing and debugging bots locally before deployment
The Bot Framework Emulator is a desktop application that lets developers test and debug bot logic locally by simulating channel interactions without needing a live connection.
In Azure Bot Service, what is a 'turn' in a conversation?
Answer: A single exchange consisting of one user message and one bot response
A turn is the basic unit of a bot conversation — each turn consists of the user sending a message and the bot sending a reply.
What does the Direct Line channel in Azure Bot Service allow developers to do?
Answer: Connect custom client applications to a bot using a REST API
The Direct Line channel provides a REST API and WebSocket interface that lets custom-built client apps (web, mobile, IoT) communicate directly with an Azure bot.
In a knowledge base built with Azure AI Language Custom Question Answering, what are the fundamental building blocks?
Answer: Question-and-answer pairs
A Custom Question Answering knowledge base is composed of QA pairs — each entry has one or more question phrasings matched to a specific answer.
In Azure AI Language Custom Question Answering, what is 'multi-turn conversation'?
Answer: A series of follow-up prompts linked to an answer to help users refine their question
Multi-turn conversation allows an answer to include follow-up prompts, guiding the user through a branching dialogue to arrive at a more specific answer.