Azure AI Foundry is a unified platform that helps you design, customize, build, test, deploy, and manage generative AI applications. In this article, I will show you how to create a project and a hub, which are the first steps to building your AI solution. Let's get started!
Create project using the portal
- Sign in to the Azure AI Foundry portal https://ai.azure.com.
- Click Create project.
- The project will have an auto generated name or you can provide one.
- You can also notice that it creates a new Hub, and Storage account, Key Vault and AI Services under a new resource group.
- Click Create.
- The project is getting created now. This may take a minute or two.
- Once it's done, it will take you to this overview page.
- On the Azure AI Foundry portal, you can use the Management center to configure/ get more details about your project, connected resources, models, endpoints etc.
- Under the Hub or Project properties, if you select the Resource Group, it will open a new browser tab and navigate to the Azure portal where you can see all the Azure resources that have been created to support your hub and project.
Create project using Azure CLI
Note: Remove any existing installation of the ml and azure-cli-ml extensions and install new.
- az extension remove -n azure-cli-ml
- az extension remove -n ml
- az extension add -n ml
- az extension update -n ml
- az login
- az account set --subscription "subscription_id"
- az group create --name "resource_group_name" --location "location_name"
- az ml workspace create --kind hub --resource-group "resource_group_name" --name "hub_name"
- $hub_id = "you will get this id from the output of previous step"
- az ml workspace create --kind project --hub-id $hub_id --resource-group "resource_group_name" --name "project_name"
In the next part we will explore the AI Services that are available within your Azure AI Foundry project. Hope this was useful. Cheers!
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