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AI-102 Practice Question: Implement knowledge mining and information extraction solutions

Which TWO Azure AI services can be used together to build a knowledge mining solution that extracts text from handwritten notes and indexes them for search?

⚠ Common exam trap

Candidates often confuse Azure AI Document Intelligence (which handles structured forms) with Azure AI Vision's Read API (which handles general OCR including handwriting), leading them to incorrectly select Document Intelligence for handwriting extraction.

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 Search

Azure AI Search (A) is the correct service because it provides the indexing and querying capabilities required for a knowledge mining solution. Azure AI Vision's Read API (C) is correct because it extracts printed and handwritten text from images, which is the first step in making handwritten notes searchable. Together, they form a pipeline where the Read API extracts text, and Azure AI Search indexes that extracted text 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 Search

    Why this is correct

    Indexes extracted text.

  • Azure AI Document Intelligence

    Why it's wrong here

    Best for forms, not handwriting.

  • Azure AI Vision (Read API)

    Why this is correct

    Read API extracts handwriting.

  • Azure AI Language

    Why it's wrong here

    Used for text analytics.

  • Azure AI Translator

    Why it's wrong here

    Translates text.

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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.