nerdexam
Microsoft

AI-102 · Question #94

You have a collection of 50,000 scanned documents that contain text. You plan to make the text available through Azure AI Search. You need to configure an enrichment pipeline to perform optical…

The correct answer is D. a new Cognitive Services resource that uses the S0 pricing tier. Azure Computer Vision uses text recognition to extract and recognize text information from Azure Cognitive Service for Language extracts text information from unstructured documents by using text analytics capabilities like Named Entity Recognition (NER), key phrase extraction…

Submitted by kavita_s· Mar 30, 2026Implement knowledge mining solutions

Question

You have a collection of 50,000 scanned documents that contain text. You plan to make the text available through Azure AI Search. You need to configure an enrichment pipeline to perform optical character recognition (OCR) and text analytics. The solution must minimize costs. What should you attach to the skillset?

Options

  • Aa new Computer Vision resource
  • Ba free (Limited enrichments) Cognitive Services resource
  • Can Azure Machine Learning pipeline
  • Da new Cognitive Services resource that uses the S0 pricing tier

How the community answered

(36 responses)
  • A
    11% (4)
  • B
    3% (1)
  • C
    6% (2)
  • D
    81% (29)

Explanation

Azure Computer Vision uses text recognition to extract and recognize text information from Azure Cognitive Service for Language extracts text information from unstructured documents by using text analytics capabilities like Named Entity Recognition (NER), key phrase extraction, and full-text search. With only the Computer Vision there is no way to analyze text. Cognitive Services allows you to

Topics

#Azure AI Search#Cognitive Services#OCR#Cost management

Community Discussion

No community discussion yet for this question.

Full AI-102 Practice