Exam Name: Developing AI Apps and Agents on Azure
Certification Provider: Microsoft
Corresponding Certification: Azure AI Engineer Associate
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Microsoft AI-103 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Implement text and speech analysis solutions | 10–15% | - Implement speech capabilities
|
| Topic 2: Implement computer vision solutions | 10–15% | - Implement image analysis and processing
|
| Topic 3: Implement information extraction and knowledge mining | 10–15% | - Extract structured data from documents
|
| Topic 4: Plan and manage Azure AI solutions | 25–30% | - Design Azure AI infrastructure
|
| Topic 5: Implement generative AI and agentic solutions | 30–35% | - Build generative AI applications
|
Microsoft Developing AI Apps and Agents on Azure Sample Questions:
Hotspot Question
You have an Azure subscription.
You need to create a new resource that will generate fictional stores in response to user prompts.
The solution must ensure that the resource uses a customer-managed key to protect data.
How should you complete the script? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct Answer:
Explanation:
Box 1: OpenAI
To generate fictional stores in response to user prompts, you need a generative AI model (such as GPT-3.5 or GPT-4). The Azure OpenAI service natively supports this generative capability and allows you to secure your deployed models and data using customer-managed keys (CMK).
Box 2: --assign-identity
When defining the Azure Key Vault resource script to enable customer-managed keys (CMK), you must use --assign-identity (or assign-identity).
Reference:
https://learn.microsoft.com/en-us/azure/search/search-how-to-managed-identities
In Azure AI Studio, you use Completions playground with the GPT-35 Turbo model.
You have a prompt that contains the following code.
function F(n)
{
var f = [0, 1];
for (var i = 2; i < n; i++) f[i] = f[i-1] + f[i-2];
return f;
}
You need the model to create an explanation of the code. The solution must minimize costs.
What should you do?
- A. Add function F(explanation) to the prompt.
- B. Add // what does function F do? to the prompt.
- C. Set the temperature parameter to 1.
- D. Change the model to GPT-4-32k.
Correct Answer: B 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
You have an Azure Speech in Foundry Tools resource that hosts a custom speech to text model deployed to a custom endpoint. An agent uses the endpoint to perform real-time speech recognition.
You are approaching the expiration date of the custom speech to text model.
What is the expected behavior when the model expires?
- A. Speech recognition requests will continue to use the expired custom model until the model is removed manually.
- B. Speech recognition requests will return a 4xx error until a new custom model is deployed.
- C. The custom model will be deleted automatically when the model expires.
- D. Speech recognition requests will fall back to the most recent base model for the same locale.
Correct Answer: D 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
You are planning a Microsoft Foundry project named Project1 that will contain multiple agents.
Each agent will access the same Azure AI Search resource.
You need to recommend a solution to centrally manage the Azure AI Search credentials within Project1. The solution must be implemented across all the agents.
What should you recommend?
- A. Enable role-based access control (RBAC) for the Azure AI Search resource.
- B. Create a managed private endpoint that connects to the Azure AI Search resource.
- C. Add a connection to the Azure AI Search resource.
- D. Disable key-based access control on the Azure AI Search resource.
Correct Answer: C 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
You need to add an automated grounding check to a RAG application's continuous evaluation.
The check must return a simple pass or fail result and must not require you to deploy a separate judge model. Which evaluator should you use?
- A. Groundedness, which returns a 1 to 5 score
- B. Fluency
- C. Relevance
- D. Groundedness Pro
Correct Answer: D 🗳️
Explanation: Only visible for PrepAwayExam members. You can sign-up / login (it's free).
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