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

You are extracting text from scanned documents that are in French. Which capability of Azure AI Document Intelligence should you use?

⚠ Common exam trap

It's easy for candidates to confuse the Read API with the Layout model, assuming that structural analysis is required for text extraction, but the Read API is the dedicated OCR solution for plain text extraction from scanned documents.

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

Read API

The Read API is the correct choice because it is specifically designed for extracting printed and handwritten text from scanned documents, including support for multiple languages like French. It performs optical character recognition (OCR) to digitize text without requiring any additional training or customization, making it ideal for general text extraction from scanned documents.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Custom model

    Why it's wrong here

    Custom model requires training data.

  • Read API

    Why this is correct

    Read API supports OCR in over 100 languages.

  • Layout model

    Why it's wrong here

    Layout model may not handle all languages.

  • Prebuilt invoice model

    Why it's wrong here

    Invoice model is specialized for invoices.

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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.