Microsoft Azure AI Engineer Associate AI-102 Practice Question
You need to automatically extract fields such as VendorName, InvoiceDate, InvoiceTotal, and detailed line items from a folder of PDF invoices. You have no labeled training data and must minimize development effort. Which approach should you choose?
Train and publish a custom template model with at least five labeled invoice samples.
Use the pre-built receipt model because invoices and receipts have similar structures.
Call the Analyze Document API using modelId "prebuilt-layout" and write code to map text to fields.
Call the Analyze Document API using modelId "prebuilt-invoice".
The pre-built invoice model already understands common invoice structures and returns strongly typed fields, including header information and an Items array for line-item details. Calling the Analyze Document operation with modelId "prebuilt-invoice" therefore delivers the required data without any training. The layout model only supplies text positions, custom models require labeled samples, and the receipt model is optimized for point-of-sale receipts, so none of those alternatives meet the requirements as efficiently.
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Microsoft Azure AI Engineer Associate AI-102
Implement knowledge mining and information extraction solutions
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