AI-102 Question 292
Single answerYou are designing a custom question answering solution using Azure AI Language for a customer support system. The knowledge base must be created using a collection of FAQs in PDF format. The solution should allow users to query the knowledge base with natural language and receive answers directly from the content. How should you proceed to implement this solution?
- A
Use the Azure AI Language Studio to create a Question Answering project, upload the PDF files, and generate the knowledge base.
- B
Manually extract text from the PDF files, structure it into a database, and use Azure Cognitive Search for querying.
- C
Use Azure Form Recognizer to extract data from the PDF files and integrate the output with Azure AI Language Question Answering.
- D
Upload the PDF files directly to an Azure Blob Storage and configure Azure AI Language Question Answering to process the files automatically.
Show answer and explanation
Correct answer: A
Explanation
To create a custom question answering solution using Azure AI Language, the most efficient approach is to use Azure AI Language Studio. It allows you to create a Question Answering project, upload documents like PDFs, and automatically generate a knowledge base that can respond to user queries in natural language. Other approaches either involve unnecessary manual processes or incompatible workflows.
- A. Correct.
This is correct. Azure AI Language Studio provides tools to create a Question Answering project, allowing you to upload documents such as PDFs and automatically generate a knowledge base.
- B. Incorrect.
This is incorrect. Manually extracting text and structuring it in a database is unnecessary and inefficient when Azure AI Language Question Answering can directly process document inputs.
- C. Incorrect.
This is partially correct but not the best option. While Azure Form Recognizer can extract data from PDFs, it is not needed here, as Azure AI Language Question Answering can handle document ingestion directly.
- D. Incorrect.
This is incorrect. Azure AI Language Question Answering does not automatically process files from Azure Blob Storage. You must use Azure AI Language Studio to upload and process the documents.