Implement knowledge mining and information extraction solutions →mediumMultiple ChoiceObjective-mapped
AI-102 Practice Question: Implement knowledge mining and information extraction solutions
You are building a knowledge mining solution using Azure AI Search and Azure AI Language. The solution must extract key phrases, entities, and sentiment from customer feedback documents. After processing, the enriched content should be stored in the search index for full-text search. You need to configure the enrichment pipeline. Which two Azure AI services should you integrate?
⚠ Common exam trap
It's easy for candidates to confuse Azure AI Document Intelligence or Azure AI Translator as the source for text analytics, when in fact Azure AI Language is the specific service that provides key phrase, entity, and sentiment extraction as built-in cognitive skills in the search enrichment pipeline.
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
✓
Azure AI Language and Azure AI Search
The solution requires key phrase extraction, entity recognition, and sentiment analysis, which are all capabilities of Azure AI Language. Azure AI Search is the other required service because it provides the search index and the enrichment pipeline (skillset) that invokes the AI Language skills to process documents and store the enriched content for full-text search.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Azure AI Language and Azure AI Search
Why this is correct
Language provides the required skills; Search indexes the enriched content.
- ✗
Azure AI Language and a custom skill in Azure Functions
Why it's wrong here
Custom skill is unnecessary; native skills exist.
- ✗
Azure AI Translator and Azure AI Search
Why it's wrong here
Translator is not needed for key phrases, entities, sentiment.
- ✗
Azure AI Document Intelligence and Azure AI Search
Why it's wrong here
Document Intelligence extracts text, not performs language analysis.
Go deeper
Related to this question
About these practice questions
This AI-102 question is part of Courseiva's 945-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. 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.