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# CLI scripts for creating the Azure resources needed for the workshop | ||
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## Synopsis | ||
This folder contains a PowerShell script that will create the Azure resources needed for the workshop. The script will create a resource group for each of the workshop participants, and will create the required resources in each resource group. You will need to provide a subscription id, and optionally a resource group prefix, location, and the number of resource groups you want. The script will default to the values below if not provided. | ||
resourceGroupPrefix = "myagi-1-rg-" | ||
location = "eastus" | ||
resourceGroupCount = 1 | ||
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## Steps | ||
1. Install Azure CLI (https://docs.microsoft.com/en-us/cli/azure/install-azure-cli), min version 2.53.0 | ||
2. Install PowerShell (https://docs.microsoft.com/en-us/powershell/scripting/install/installing-powershell?view=powershell-7.1) | ||
3. Change folder to `infrastructure/cli` | ||
4. Run | ||
``` | ||
./deploy.ps1 -resourceGroupPrefix "<myagi-3-rg->" -location "<eastus>" -resourceGroupCount "<1>" -subscriptionId "<your subscription id>" | ||
``` | ||
Note: Only subscriptionId is required, the rest are optional and will default to the values above if not provided. | ||
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param location string = resourceGroup().location | ||
param searchServiceName string | ||
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param sku object = { | ||
name: 'standard' | ||
} | ||
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resource searchService 'Microsoft.Search/searchServices@2021-04-01-Preview' = { | ||
name: searchServiceName | ||
location: location | ||
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properties: { | ||
semanticSearch: 'free' | ||
} | ||
sku:sku | ||
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} | ||
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param ( | ||
[string]$resourceGroupPrefix = "miyagi1", | ||
[string]$location = "eastus", | ||
[string]$resourceGroupCount = 1, | ||
[string]$subscriptionId = "SubscriptionId is required" | ||
) | ||
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# print variables | ||
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Write-Host "resourceGroupPrefix: $resourceGroupPrefix" | ||
Write-Host "location: $location" | ||
Write-Host "resourceGroupCount: $resourceGroupCount" | ||
Write-Host "subscriptionId: $subscriptionId" | ||
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# set rgIndex to resourceGroupCount | ||
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$rgIndex = $resourceGroupCount | ||
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# set all these to false the first time you run this script. After that you can set them to true to skip creating resources that already exist | ||
$skipRg = "false" | ||
$skipOpenAI = "false" | ||
$skipEmbeddingModelDeployment = "false" | ||
$skipCompletionModelDeployment = "false" | ||
$skipcognitiveSearch = "false" | ||
$skipCosmosDB = "false" | ||
$skipBlobStorage = "false" | ||
$skipAzureContainerApps = "false" | ||
$skipAzureContainerRegistry = "false" | ||
$skipAPIM = "false" | ||
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# strip - from resourceGroupPrefix | ||
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$resourceGroupPrefix = $resourceGroupPrefix.Replace("-",""); | ||
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# create resource groups in a loop for rgIndex | ||
# if skipRg is true, skip creating resource group | ||
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if ($skipRg -eq "true") { | ||
Write-Host "Skipping resource group creation" | ||
} | ||
else { | ||
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for ($i = 1; $i -le $rgIndex; $i++) { | ||
Write-Host "Creating resource group $resourceGroupPrefix-rg-$i in $location" | ||
az group create --name "$resourceGroupPrefix-rg-$i" --location $location | ||
} | ||
} | ||
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# create Azure Open AI service resource for each resource group | ||
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for ($i = 1; $i -le $rgIndex; $i++) { | ||
# if skipRg is true, skip creating resource group | ||
if ($skipOpenAI -eq "true") { | ||
Write-Host "Skipping OpenAI resource creation" | ||
} | ||
else { | ||
Write-Host "Creating Azure Open AI service resource named $resourceGroupPrefix-OpenAIService-$i in $resourceGroupPrefix-rg-$i" | ||
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az cognitiveservices account create ` | ||
--name "$resourceGroupPrefix-OpenAIService-$i" ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--location $location ` | ||
--kind "OpenAI" ` | ||
--sku "s0" ` | ||
--subscription $subscriptionId | ||
} | ||
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# if skipEmbeddingModelDeployment is true, skip embedding model deployment | ||
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if ($skipEmbeddingModelDeployment -eq "true") { | ||
Write-Host "Skipping embedding model deployment" | ||
} | ||
else { | ||
# deploy embedding model | ||
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Write-Host "Deploying embedding model $resourceGroupPrefix-EmbeddingModel-$i" | ||
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az cognitiveservices account deployment create ` | ||
--name "$resourceGroupPrefix-OpenAIService-$i" ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--deployment-name "$resourceGroupPrefix-EmbeddingModel-$i" ` | ||
--model-name text-embedding-ada-002 ` | ||
--model-version "2" ` | ||
--model-format "OpenAI" ` | ||
--scale-capacity "20" ` | ||
--capacity "20" | ||
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} | ||
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# if skipCompletionModelDeployment is true, skip completion model deployment | ||
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if ($skipCompletionModelDeployment -eq "true") { | ||
Write-Host "Skipping completion model deployment" | ||
} | ||
else { | ||
# deploy completion model | ||
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Write-Host "Deploying completion model $resourceGroupPrefix-CompletionModel-$i" | ||
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az cognitiveservices account deployment create ` | ||
--name "$resourceGroupPrefix-OpenAIService-$i" ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--deployment-name "$resourceGroupPrefix-CompletionModel-$i" ` | ||
--model-name "gpt-35-turbo" ` | ||
--model-version "0613" ` | ||
--model-format "OpenAI" ` | ||
--capacity "30" | ||
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} | ||
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# if skipCosmosDB is false, create CosmosDB account called miyagi with a container called recommendations | ||
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if ($skipCosmosDB -eq "true") { | ||
Write-Host "Skipping CosmosDB account creation" | ||
} | ||
else { | ||
Write-Host "Creating CosmosDB account $resourceGroupPrefix-cosmos-$i in $resourceGroupPrefix-rg-$i" | ||
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az cosmosdb create ` | ||
--name "$resourceGroupPrefix-cosmos-$i" ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--kind "GlobalDocumentDB" ` | ||
--subscription $subscriptionId | ||
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Write-Host "Creating CosmosDB database $resourceGroupPrefix-cosmos-$i in $resourceGroupPrefix-rg-$i" | ||
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az cosmosdb sql database create ` | ||
--account-name "$resourceGroupPrefix-cosmos-$i" ` | ||
--name "miyagi" ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--subscription $subscriptionId | ||
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Write-Host "Creating CosmosDB container $resourceGroupPrefix-cosmos-$i in $resourceGroupPrefix-rg-$i" | ||
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az cosmosdb sql container create ` | ||
--account-name "$resourceGroupPrefix-cosmos-$i" ` | ||
--database-name "miyagi" ` | ||
--name "recommendations" ` | ||
--partition-key-path "/partitionKey" ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--subscription $subscriptionId | ||
} | ||
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# if skipBlobStorage is false, create blob storage account with a container called miyagi | ||
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if ($skipBlobStorage -eq "true") { | ||
Write-Host "Skipping blob storage account creation" | ||
} | ||
else { | ||
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$storageaccount = -join($resourceGroupPrefix,"blobstorge",$i) | ||
Write-Host "Creating blob storage account $storageaccount in $resourceGroupPrefix-rg-$i" | ||
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az storage account create ` | ||
--name $storageaccount ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--location $location ` | ||
--sku "Standard_LRS" ` | ||
--subscription $subscriptionId | ||
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Write-Host "Creating blob storage container miyagi in $resourceGroupPrefix-rg-$i" | ||
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az storage container create ` | ||
--name "miyagi" ` | ||
--account-name $storageaccount ` | ||
--subscription $subscriptionId | ||
} | ||
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# if skipAzureContainerRegistry is false, create Azure Container Registry called miyagi | ||
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if ($skipAzureContainerRegistry -eq "true") { | ||
Write-Host "Skipping Azure Container Registry creation" | ||
} | ||
else { | ||
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$containerregistry = -join($resourceGroupPrefix,"acr",$i) | ||
Write-Host "Creating Azure Container Registry $containerregistry in $resourceGroupPrefix-rg-$i" | ||
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az acr create ` | ||
--name $containerregistry ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--location $location ` | ||
--sku "Basic" ` | ||
--subscription $subscriptionId | ||
} | ||
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# if skipAzureContainerApps is false, create Azure Container Apps with a container called miyagi | ||
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if ($skipAzureContainerApps -eq "true") { | ||
Write-Host "Skipping Azure Container App creation" | ||
} | ||
else { | ||
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$containerapp = -join($resourceGroupPrefix,"miyagi",$i) | ||
Write-Host "Creating Azure Container Apps $containerapp in $resourceGroupPrefix-rg-$i" | ||
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az containerapp up --name $containerapp ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--location centralus ` | ||
--environment "$resourceGroupPrefix-env" ` | ||
--image mcr.microsoft.com/azuredocs/containerapps-helloworld:latest ` | ||
--target-port 80 ` | ||
--ingress external ` | ||
--query properties.configuration.ingress.fqdn ` | ||
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} | ||
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# if skipcognitiveSearch is false, create cognitive search service with semantic search capability | ||
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if ($skipcognitiveSearch -eq "true") { | ||
Write-Host "Skipping cognitive search service creation" | ||
} | ||
else { | ||
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Write-Host "Creating cognitive search service $resourceGroupPrefix-acs-$i in $resourceGroupPrefix-rg-$i" | ||
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az deployment group create ` | ||
--resource-group "$resourceGroupPrefix-rg-$i" ` | ||
--template-file "bicep/search-service.bicep" ` | ||
--parameters "searchServiceName=$resourceGroupPrefix-acs-$i" | ||
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} | ||
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} | ||
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