Microsoft AI-103 Practice Questions

AcingExam

homeHome local_fire_departmentPopular Exams library_booksView All Exams mailContact

AcingExam

Precision in Certification. Momentum in Career.

Product

Home
View All Exams

Company

About Us
Privacy Policy
Terms of Service

Connect

public alternate_email share

System Status: Optimal

AcingExam

homeHome local_fire_departmentPopular Exams library_booksView All Exams mailContact

AcingExam

Precision in Certification. Momentum in Career.

Product

Home
View All Exams

Company

About Us
Privacy Policy
Terms of Service

Connect

public alternate_email share

System Status: Optimal

mail[email protected]

Trusted by 1.5M+ IT Professionals

AcingExam

homeHome local_fire_departmentPopular Exams library_booksView All Exams mailContact

Homechevron_rightMicrosoftchevron_rightAI-103chevron_rightPractice Questions

The latest changes and updates from the administration for this exam.

verified

Latest Update: Jun 15 2026

All questions are working fine.

All Questions (615)bookmarkBookmarked (0)

All615Show all accessible questions in this exam.Missed615Questions you haven't attempted yet.Incorrect0Questions you answered incorrectly on your last attempt.

Question 291

Which Azure service is the "Sink" (destination) for a Knowledge Store?

Azure Monitor

Azure Storage (Blobs/Tables)

Azure SQL

Azure OpenAI

check_circle

Correct AnswerB

Knowledge Stores are physically stored in an Azure Storage account linked to the search service.

Question 292

You want to ensure that "High Priority" documents are indexed faster than "Low Priority" ones. How should you structure your indexers?

Create two indexers and schedule the high-priority one more frequently

Change the model

Use one indexer

Use a Synonym Map

check_circle

Correct AnswerA

Indexers are independent; creating separate ones allows you to control the schedule and resources allocated to different data subsets.

Question 293

Which "Skill" would you use to find the most important 5-10 words that describe the topic of a long article?

PII Detection

Entity Recognition

OCR

Key Phrase Extraction

check_circle

Correct AnswerD

Key Phrase Extraction is optimized for identifying the "main points" or specific descriptors of a text body.

Question 294

An agent is responding with "File not found" even though the file_id is in the tool resources. What is the likely cause?

The model is GPT-3.5

The file's "Purpose" was not set to "assistants" or "vision" during upload

The file is empty

The file is too large

check_circle

Correct AnswerB

Files must be uploaded with a specific purpose tag for the Agent Service to recognize and attach them correctly.

Question 295

You want to build a "Real-Time Voice Assistant" that responds to users with less than 500ms of latency. Which feature of GPT-4o should you use?

Text-to-Speech

Audio-to-Audio (Native Multimodal)

Speech-to-Text + LLM

Batch API

check_circle

Correct AnswerB

GPT-4o's native audio-to-audio capability bypasses separate transcription steps, drastically reducing latency and preserving emotional tone.

Question 296

You want to save the original images extracted from a PDF into a separate storage container. Which Knowledge Store projection is used?

Vector

File

Table

Object

check_circle

Correct AnswerB

File Projections are used to save binary data, such as images or the original document, to Azure Blob Storage.

Question 297

Which Azure AI service allows you to create a "Digital Avatar" that speaks the model's output with synchronized lip movements?

AI Speech (Text-to-Speech Avatar)

DALL-E 3

AI Language

AI Vision

check_circle

Correct AnswerA

The TTS Avatar feature in Azure AI Speech generates a photorealistic video of a person speaking your text.

Question 298

You want to detect if a user is trying to extract the "System Prompt" from your agent (Prompt Leaking). Which Prompt Shield feature handles this?

Jailbreak Detection

Indirect Attack Detection

PII Detection

Document Translation

check_circle

Correct AnswerA

Jailbreak detection (part of Prompt Shields) identifies attempts to bypass or reveal internal system instructions.

Question 299

Which "Principal" should you use for a web app to access Azure OpenAI without managing passwords or keys?

Managed Identity (System-assigned)

User Account

Guest Account

Admin Account

check_circle

Correct AnswerA

Managed Identities are the most secure way to handle service-to-service authentication in Azure.

Question 300

Which output format does Azure AI Document Intelligence use to return the extracted coordinates (bounding boxes) of text?

XML

JSON

Markdown

CSV

check_circle

Correct AnswerB

All extraction results, including text, styles, and geometric coordinates, are returned in a structured JSON schema.

chevron_left 1...29 30 31 chevron_right

AcingExam

Precision in Certification. Momentum in Career.

Product

Home
View All Exams

Company

About Us
Privacy Policy
Terms of Service

Connect

public alternate_email share

System Status: Optimal

AcingExam

homeHome local_fire_departmentPopular Exams library_booksView All Exams mailContact

AcingExam

Precision in Certification. Momentum in Career.

Product

Home
View All Exams

Company

About Us
Privacy Policy
Terms of Service

Connect

public alternate_email share

System Status: Optimal

Microsoft AI-103 Practice Questions - AcingExam

mail[email protected]

Trusted by 1.5M+ IT Professionals

AcingExam

homeHome local_fire_departmentPopular Exams library_booksView All Exams mailContact

Homechevron_rightMicrosoftchevron_rightAI-103chevron_rightPractice Questions

The latest changes and updates from the administration for this exam.

verified

Latest Update: Jun 15 2026

All questions are working fine.

All Questions (615)bookmarkBookmarked (0)

All615Show all accessible questions in this exam.Missed615Questions you haven't attempted yet.Incorrect0Questions you answered incorrectly on your last attempt.

Question 291

Which Azure service is the "Sink" (destination) for a Knowledge Store?

Azure Monitor

Azure Storage (Blobs/Tables)

Azure SQL

Azure OpenAI

check_circle

Correct AnswerB

Knowledge Stores are physically stored in an Azure Storage account linked to the search service.

Question 292

You want to ensure that "High Priority" documents are indexed faster than "Low Priority" ones. How should you structure your indexers?

Create two indexers and schedule the high-priority one more frequently

Change the model

Use one indexer

Use a Synonym Map

check_circle

Correct AnswerA

Indexers are independent; creating separate ones allows you to control the schedule and resources allocated to different data subsets.

Question 293

Which "Skill" would you use to find the most important 5-10 words that describe the topic of a long article?

PII Detection

Entity Recognition

OCR

Key Phrase Extraction

check_circle

Correct AnswerD

Key Phrase Extraction is optimized for identifying the "main points" or specific descriptors of a text body.

Question 294

An agent is responding with "File not found" even though the file_id is in the tool resources. What is the likely cause?

The model is GPT-3.5

The file's "Purpose" was not set to "assistants" or "vision" during upload

The file is empty

The file is too large

check_circle

Correct AnswerB

Files must be uploaded with a specific purpose tag for the Agent Service to recognize and attach them correctly.

Question 295

You want to build a "Real-Time Voice Assistant" that responds to users with less than 500ms of latency. Which feature of GPT-4o should you use?

Text-to-Speech

Audio-to-Audio (Native Multimodal)

Speech-to-Text + LLM

Batch API

check_circle

Correct AnswerB

GPT-4o's native audio-to-audio capability bypasses separate transcription steps, drastically reducing latency and preserving emotional tone.

Question 296

You want to save the original images extracted from a PDF into a separate storage container. Which Knowledge Store projection is used?

Vector

File

Table

Object

check_circle

Correct AnswerB

File Projections are used to save binary data, such as images or the original document, to Azure Blob Storage.

Question 297

Which Azure AI service allows you to create a "Digital Avatar" that speaks the model's output with synchronized lip movements?

AI Speech (Text-to-Speech Avatar)

DALL-E 3

AI Language

AI Vision

check_circle

Correct AnswerA

The TTS Avatar feature in Azure AI Speech generates a photorealistic video of a person speaking your text.

Question 298

You want to detect if a user is trying to extract the "System Prompt" from your agent (Prompt Leaking). Which Prompt Shield feature handles this?

Jailbreak Detection

Indirect Attack Detection

PII Detection

Document Translation

check_circle

Correct AnswerA

Jailbreak detection (part of Prompt Shields) identifies attempts to bypass or reveal internal system instructions.

Question 299

Which "Principal" should you use for a web app to access Azure OpenAI without managing passwords or keys?

Managed Identity (System-assigned)

User Account

Guest Account

Admin Account

check_circle

Correct AnswerA

Managed Identities are the most secure way to handle service-to-service authentication in Azure.

Question 300

Which output format does Azure AI Document Intelligence use to return the extracted coordinates (bounding boxes) of text?

XML

JSON

Markdown

CSV

check_circle

Correct AnswerB

All extraction results, including text, styles, and geometric coordinates, are returned in a structured JSON schema.

chevron_left 1...29 30 31 chevron_right

AcingExam

Precision in Certification. Momentum in Career.

Product

Home
View All Exams

Company

About Us
Privacy Policy
Terms of Service

Connect

public alternate_email share

System Status: Optimal

Update History

Update History