Implement knowledge mining and information extraction solutions →easyMultiple ChoiceObjective-mapped
AI-102 Practice Question: Implement knowledge mining and information extraction solutions
You are building a chatbot using Microsoft Copilot Studio that needs to answer questions based on content from a set of technical manuals stored as PDFs. The content must be indexed and made available to the chatbot. You need to configure the knowledge source for the chatbot. What should you do?
⚠ Common exam trap
Candidates often assume SharePoint is the natural choice for document-based knowledge because it is a familiar Microsoft tool, but they overlook that Azure AI Search is specifically designed for deep content indexing and retrieval, which is required for accurate chatbot responses from technical manuals.
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
✓
Create an Azure AI Search index from the PDFs and connect it to Copilot Studio as a knowledge source.
Azure AI Search provides a dedicated indexing service that can extract and store text from PDFs, enabling Copilot Studio to perform semantic search and retrieval-augmented generation (RAG). This allows the chatbot to answer questions based on the specific content of the technical manuals, rather than relying on external or unstructured data sources.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Upload the PDFs to a SharePoint library and use SharePoint as the knowledge source.
Why it's wrong here
SharePoint can store files but not index them as a searchable knowledge source for Copilot Studio directly.
- ✓
Create an Azure AI Search index from the PDFs and connect it to Copilot Studio as a knowledge source.
Why this is correct
Azure AI Search indexes content and can be used as a knowledge source.
- ✗
Add a web search connector to the chatbot to search for information online.
Why it's wrong here
Web search does not index local PDFs.
- ✗
Store the content in Azure SQL Database and use it as a knowledge source.
Why it's wrong here
SQL Database is not designed for document content.
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