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Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) (AI-103) Practice Test

455 questions with instant explanations, domain breakdown, and wrong-answer analysis. Built for the real exam.

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Full explanations included
Domain score breakdown
Real exam: 100 min
Pass mark: 700 (scaled 1–1,000)

Sample questions with explanations

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Q1Computer Visionmedium
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You are integrating Azure AI Vision Read API into a high-throughput workflow. You receive an HTTP 202 Accepted response. What action should your application take next?

Poll the URL specified in the Operation-Location response header until the status is succeeded.Correct
BSwitch to synchronous Read API endpoint.
CParse the response body directly for the extracted text results.
DImmediately retry the POST request with an increased timeout value.

An HTTP 202 Accepted response from the Azure AI Vision Read API indicates that the request has been accepted for asynchronous processing, and the response includes an Operation-Location header containing a URL to poll for the result. The application must poll that URL (typically …Read full explanation

Q2Computer Visionmedium
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You have trained a Custom Vision classification model. You need to export the model to run locally on an edge device using ONNX format. Which project domain must you select when creating the project to support export?

General (compact)Correct
BRetail
CFood (compact) for edge deployment
DGeneral

To export a Custom Vision classification model to ONNX for edge deployment, the project must be created with a compact domain — specifically 'General (compact)' — because only compact domains support model export. The compact domain produces a smaller, optimized model suitable fo…Read full explanation

Q3Computer Visioneasy
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You are developing a .NET application that extracts bounding boxes of text from scanned documents using Azure AI Vision 4.0. Which asynchronous API operation should you call first to initiate the OCR process?

POST /computervision/imageanalysis:analyze?api-version=2024-02-01Correct
BPOST /vision/v3.2/ocr
CPOST /vision/v2.1/recognizeText
DPOST /customvision/v3.3/Prediction

The Azure AI Vision 4.0 Image Analysis analyze endpoint is POST /computervision/imageanalysis:analyze with api-version=2024-02-01, and it supports the 'read' feature for OCR with bounding boxes. This is the correct modern endpoint for initiating asynchronous OCR in the 4.0 API su…Read full explanation

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