Right answer : at the creation, we have to precise Azure Search an Azure Web App details. "When you create a QnAMaker resource, you host the data in your own Azure subscription. Azure Search is used to index your data." & "When you create a QnAMaker resource, you host the runtime in your own Azure subscription. App Service is the compute engine that runs the QnA Maker queries for you."

Another one to memorise. A quick trick: Q sounds like a C, for Cognitive n A for App Service

DE is correct because App not created before. Application PLAN was created

C and D, since E is already created as stated on the question.

Correct Answer Should be D & E When we provision a QnA Maker service, it automatically creates several Azure resources1. Specifically, it creates an Azure Cognitive Search resource and an Azure App Service

Final answer: C. Azure Storage D. Azure Cognitive Search Explanation: When you provision a QnA Maker service, the following two Azure resources are automatically created in the RG1 resource group: C. Azure Storage: This storage account is used to store the knowledge base content and other metadata. D. Azure Cognitive Search: This resource provides the search functionality for the QnA Maker service. The other options are not automatically created: A. Language Understanding (option A) is a separate service and is not part of the QnA Maker provisioning. B. Azure SQL Database (option B) is not automatically created. E. Azure App Service (option E) is not automatically created, as you have already created the App Service plan AP1 separately.

I would hope this is not in the exam - I cannot even create a resource: "QnA Maker service is being retired on 31st March, 2025. A newer version of this capability is now available as a part of Azure AI service for Language called question answering. To use this service, you need to provision a Language resource. For question answering capability within the Language service, see question answering and its pricing page. You can't create new QnA Maker resources anymore. For information on migrating your existing QnA Maker knowledge bases to question answering, consult the migration guide."

C. Azure Storage - Correct. When you create a QnA Maker service, an Azure Storage account is automatically created. This storage account is used for storing backups of the QnA Maker knowledge bases and other necessary data. D. Azure Cognitive Search - Correct. Provisioning a QnA Maker service automatically creates an Azure Cognitive Search service. QnA Maker relies on Azure Cognitive Search for its knowledge base storage, indexing, and query capabilities.

answer is correct. When you deploy a new QnA Maker service an Azure Search is required to index your data and an App Service as compute engine that runs the QnA Maker queries for you

Deprecated feature

This has to be outdated because QnA will be discontinued and can not be created at the moment. It becomes part of the Language resource that creates nothing additionally than a Search Service.

DE is the answer. https://learn.microsoft.com/en-us/azure/cognitive-services/qnamaker/concepts/plan#azure-resources Each Azure resource created with QnA Maker has a specific purpose. Each resource has its own purpose, limits, and pricing tier. It's important to understand the function of these resources so that you can use that knowledge into your planning process. - QnA Maker resource Authoring and query prediction - Cognitive Search resource Data storage and search - App Service resource and App Plan Service resource Query prediction endpoint - Application Insights resource Query prediction telemetry

Why is the answer not Azure storage and Cognitive search? I think the given answer is wrong

When you provision the QnA Maker service, the following Azure resources are automatically created: D. Azure Cognitive Search - Correct. Azure Cognitive Search is used to index the question and answer pairs and provide the underlying search capabilities for the QnA Maker service. E. Azure App Service - Correct. QnA Maker creates an Azure App Service that hosts the QnA Maker runtime.

chatgpt says so

When you provision a QnA Maker service, the following two Azure resources are automatically created in the resource group: B. Azure SQL Database QnA Maker uses an Azure SQL Database to store the metadata and configuration data for the knowledge bases. D. Azure Cognitive Search QnA Maker leverages Azure Cognitive Search to index the knowledge bases and provide quick and efficient search capabilities for retrieving answers to user queries.

D. Azure Cognitive Search - QnA Maker uses Azure Cognitive Search to enable full-text search of your knowledge base. It creates an Azure Cognitive Search instance in the same region as the QnA Maker service. E. Azure App Service - QnA Maker requires an App Service plan to host the QnA Maker service. When you create a QnA Maker service, it creates an App Service plan with the same name as the QnA Maker service.