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RAG chat: Deploying on Azure Container Apps

Due to a limitation of the Azure Developer CLI (azd), there can be only one host option in the azure.yaml file. By default, host: containerapp is used and host: appservice is commented out.

However, if you have an older version of the repo, you may need to follow these steps to deploy to Container Apps instead, or you can stick with Azure App Service.

To deploy to Azure Container Apps, please follow the following steps:

  1. Comment out host: appservice and uncomment host: containerapp in the azure.yaml file.

  2. Login to your Azure account:

    azd auth login

  3. Create a new azd environment to store the deployment parameters:

    azd env new

    Enter a name that will be used for the resource group. This will create a new folder in the .azure folder, and set it as the active environment for any calls to azd going forward.

  4. Set the deployment target to containerapps:

    azd env set DEPLOYMENT_TARGET containerapps

  5. (Optional) This is the point where you can customize the deployment by setting other `azd1 environment variables, in order to use existing resources, enable optional features (such as auth or vision), or deploy to free tiers.

  6. Provision the resources and deploy the code:

    azd up

    This will provision Azure resources and deploy this sample to those resources, including building the search index based on the files found in the ./data folder.

    Important: Beware that the resources created by this command will incur immediate costs, primarily from the AI Search resource. These resources may accrue costs even if you interrupt the command before it is fully executed. You can run azd down or delete the resources manually to avoid unnecessary spending.

Customizing Workload Profile

The default workload profile is Consumption. If you want to use a dedicated workload profile like D4, please run:

azd env AZURE_CONTAINER_APPS_WORKLOAD_PROFILE D4

For a full list of workload profiles, please check here. Please note dedicated workload profiles have a different billing model than Consumption plan. Please check here for details.

Private endpoints

Private endpoints is still in private preview for Azure Container Apps and not supported for now.