Use this template to create an Azure Container App Semantic Search backend using qdrant as vector database and https://github.com/sjkp/blitz-embed/tree/master as embedding endpoint.
Besides Azure Container Apps, the template deploys a storage account and log analytics workspace.
Things you want to modify
| Location | Usage |
|---|---|
| .github/workflows/deploy.yaml | For the github action to work you must set the following Github action secrets: AZURE_CREDENTIALS (see below how to create a value, it is the full json response of the az ad sp command that you should use) AZURE_SUBSCRIPTION (this should contain the subscription Id). |
| infrastructure/params.json | You can change the location of the resource group (all resource are deployed to same location) and the appName in here, appName is used to generate the name of all the resources and the resource group. You can also change which containerImage that you want deployed, it defaults to nginx |
az deployment sub create --location northeurope --template-file infrastructure/main.bicep --parameters infrastructure/params.json
When generating your credentials (in this example we store in a secret named AZURE_CREDENTIALS) you will need to specify a scope at the subscription level.
az ad sp create-for-rbac --name "{sp-name}" --sdk-auth --role contributor --scopes /subscriptions/{subscription-id}
Note: the sp-name must be a subdomain of your tenant name, e.g. ghaction.<your-tenant>.onmicrosoft.com
You can use the included test.http file to test the endpoints. Replace the apiKey and baseUri and baseUriEmbedding with your endpoints. The API key can be found in the environment variables section of the embedding container app, as it is generated dynamically during the deployment.