AI-102 Practice Question: Implement natural language processing solutions
Which THREE components are required to build a custom question answering solution using Azure AI Language?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
A project in Azure AI Language
A custom question answering project requires a project in Azure AI Language, a knowledge base containing Q&A pairs, and an endpoint for inference. A LUIS app is for language understanding, not QnA. An Azure AI Bot Service is optional for deploying a bot.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
A Language Understanding (LUIS) app
Why it's wrong here
LUIS is for intent recognition, not QnA.
- ✓
A project in Azure AI Language
Why this is correct
The project contains the knowledge base and settings.
- ✓
An endpoint to query the knowledge base
Why this is correct
The endpoint allows applications to ask questions.
- ✗
An Azure AI Bot Service resource
Why it's wrong here
Bot Service is optional for deploying a bot.
- ✓
A knowledge base with question and answer pairs
Why this is correct
The knowledge base stores the Q&A data.
Go deeper
Related to this question
About these practice questions
One of 945 original AI-102 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.