Knowledge Mining & Document Intelligence

Question 1

You have thousands of PDF invoices and need to automatically extract the 'Invoice Number' and 'Total' to a database. Which service do you use?

Accepted Answer

Azure AI Document Intelligence (Invoice Model)

Answer

Azure AI Vision (OCR)

Answer

Azure AI Search

Answer

Azure AI Language

Question 2

Which Azure service allows creating a private search index over your internal documents (PDFs, Word) so employees can easily find information?

Accepted Answer

Azure AI Search

Answer

Bing Search API

Answer

Azure AI Document Intelligence

Answer

Azure SQL Database

Question 3

In Azure AI Search, what is a 'Skillset'?

Accepted Answer

A collection of AI skills (OCR, translation, entity analysis) that enrich the document during indexing.

Answer

A list of users with access.

Answer

A set of documents.

Answer

A type of database.

Question 4

You have enriched your documents with AI using Azure AI Search. Now you want to save that extracted data into Azure Storage tables to analyze it with Power BI. Which feature do you use?

Accepted Answer

Knowledge Store

Answer

Indexer

Answer

Skillset

Answer

Data Source

Question 5

Which Azure AI Document Intelligence model would you use to extract data from driver's licenses and passports?

Accepted Answer

ID Document Model

Answer

Receipt Model

Answer

Invoice Model

Answer

Business Card Model

Question 6

In Azure AI Search, which component is responsible for crawling the data source (e.g., Blob Storage) and reading the documents?

Accepted Answer

Indexer

Answer

Index

Answer

Skillset

Answer

Knowledge Store

Question 7

What type of data does Azure AI Document Intelligence return?

Accepted Answer

Structured data (JSON with key-value pairs, tables, selection)

Answer

Only plain text

Answer

An audio file

Answer

A new image

Question 8

Your documents are scanned images (JPG) with text inside. For Azure AI Search to be able to search within that text, which skill must you add to the Skillset?

Accepted Answer

OCR skill

Answer

Sentiment skill

Answer

Entity Recognition skill

Answer

Translation skill

Question 9

You have a unique company form that doesn't look like a standard invoice or receipt. What type of Document Intelligence model should you use?

Accepted Answer

Custom Model

Answer

Invoice Model

Answer

Read Model

Answer

Receipt Model

Question 10

Which phase of the Knowledge Mining process involves using AI models to add new information (metadata) to the original documents?

Accepted Answer

Enrichment

Answer

Ingestion

Answer

Indexing

Answer

Querying