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AI-102 · Question #450

You are designing a solution that will answer questions about human resources (HR) policies stored in the PDF format. You need to ensure that the identical answer to a specific question is returned…

The correct answer is A. Azure OpenAI. You can create a Custom FAQs PDF Solution Powered by Azure OpenAI with Citations from Business Problem Imagine an organization that frequently deals with FAQs, legal documents, or reports. They want an automated system that can: Generate answers from questions using the…

Submitted by weili_xi· Mar 30, 2026Implement Azure OpenAI solutions

Question

You are designing a solution that will answer questions about human resources (HR) policies stored in the PDF format. You need to ensure that the identical answer to a specific question is returned every time. The solution must minimize development effort. Which service should you include in the solution?

Options

  • AAzure OpenAI
  • BAzure AI Document Intelligence
  • CAzure Machine Learning
  • DAzure AI Language

How the community answered

(27 responses)
  • A
    78% (21)
  • B
    11% (3)
  • C
    4% (1)
  • D
    7% (2)

Explanation

You can create a Custom FAQs PDF Solution Powered by Azure OpenAI with Citations from Business Problem Imagine an organization that frequently deals with FAQs, legal documents, or reports. They want an automated system that can: Generate answers from questions using the information found in existing PDF documents. Ensure citations from those documents are included in the responses. Output a structured PDF with the Q&A and citations formatted in a professional and readable Solution Overview By leveraging Azure OpenAI on your data and Azure Cognitive Search, we can ground the OpenAI GPT model with custom documents like PDFs. When queried, the model retrieves the most relevant responses from the documents and includes citations such as document titles or page numbers and create a question-and-answer format JSON file. The system then generates a structured, professional-looking PDF with bold questions, clear answers, and citations.

Topics

#Azure OpenAI#Q&A solution design#Knowledge base#AI service selection

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