Microsoft Azure AI Fundamentals Conversational AI 2

Question 1

In LUIS, what are 'entities'?

Accepted Answer

Specific pieces of information extracted from user utterances, such as names or dates

Answer

The goals or objectives a user wants to achieve in a conversation

Answer

Training examples provided to the LUIS model

Answer

Machine learning algorithms used for intent classification

Question 2

Which Azure AI Language feature replaced QnA Maker for building question-answering solutions?

Accepted Answer

Custom Question Answering (within Azure AI Language)

Answer

Azure Cognitive Search

Answer

Azure OpenAI Service

Answer

Azure Text Analytics

Question 3

What is the Bot Framework Emulator primarily used for?

Accepted Answer

Testing and debugging bots locally before deployment

Answer

Deploying bots to Azure production environments

Answer

Creating visual flow diagrams for bot conversation design

Answer

Publishing bots directly to Microsoft Teams

Question 4

In Azure Bot Service, what is a 'turn' in a conversation?

Accepted Answer

A single exchange consisting of one user message and one bot response

Answer

The rotation of bot service instances for load balancing

Answer

A full training cycle run on a LUIS model

Answer

A scheduled maintenance window for the bot service

Question 5

What does the Direct Line channel in Azure Bot Service allow developers to do?

Accepted Answer

Connect custom client applications to a bot using a REST API

Answer

Enable voice-only communication through Azure AI Speech

Answer

Enable direct bot-to-bot communication without a user

Answer

Link the bot exclusively to Azure internal services

Question 6

In a knowledge base built with Azure AI Language Custom Question Answering, what are the fundamental building blocks?

Accepted Answer

Question-and-answer pairs

Answer

Intents and entities

Answer

Training datasets and validation sets

Answer

Nodes and directed edges

Question 7

In Azure AI Language Custom Question Answering, what is 'multi-turn conversation'?

Accepted Answer

A series of follow-up prompts linked to an answer to help users refine their question

Answer

A bot handling multiple simultaneous users

Answer

A conversation that resumes across multiple sessions or days

Answer

The ability to switch between languages within a single conversation