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// Creates Azure dependent resources for Azure AI studio
param solutionName string
param solutionLocation string
param keyVaultName string
param gptModelName string
param gptModelVersion string
param managedIdentityObjectId string
param aiServicesEndpoint string
param aiServicesKey string
param aiServicesId string
var abbrs = loadJsonContent('./abbreviations.json')
var storageName = '${abbrs.storage.storageAccount}${solutionName}hubst'
var storageSkuName = 'Standard_LRS'
var aiServicesName = '${abbrs.ai.aiServices}${solutionName}'
var workspaceName = '${abbrs.managementGovernance.logAnalyticsWorkspace}${solutionName}'
var keyvaultName = '${abbrs.security.keyVault}${solutionName}'
var location = solutionLocation
var aiHubName = '${abbrs.ai.aiHub}${solutionName}'
var aiHubFriendlyName = aiHubName
var aiHubDescription = 'AI Hub for KM template'
var aiProjectName = '${abbrs.ai.aiHubProject}${solutionName}'
var aiProjectFriendlyName = aiProjectName
var aiSearchName = '${abbrs.ai.aiSearch}${solutionName}'
resource keyVault 'Microsoft.KeyVault/vaults@2022-07-01' existing = {
name: keyVaultName
}
resource logAnalytics 'Microsoft.OperationalInsights/workspaces@2023-09-01' = {
name: workspaceName
location: location
tags: {}
properties: {
retentionInDays: 30
sku: {
name: 'PerGB2018'
}
}
}
var storageNameCleaned = replace(storageName, '-', '')
resource storage 'Microsoft.Storage/storageAccounts@2022-09-01' = {
name: storageNameCleaned
location: location
sku: {
name: storageSkuName
}
kind: 'StorageV2'
identity: {
type: 'SystemAssigned'
}
properties: {
accessTier: 'Hot'
allowBlobPublicAccess: false
allowCrossTenantReplication: false
allowSharedKeyAccess: false
encryption: {
keySource: 'Microsoft.Storage'
requireInfrastructureEncryption: false
services: {
blob: {
enabled: true
keyType: 'Account'
}
file: {
enabled: true
keyType: 'Account'
}
queue: {
enabled: true
keyType: 'Service'
}
table: {
enabled: true
keyType: 'Service'
}
}
}
isHnsEnabled: false
isNfsV3Enabled: false
keyPolicy: {
keyExpirationPeriodInDays: 7
}
largeFileSharesState: 'Disabled'
minimumTlsVersion: 'TLS1_2'
networkAcls: {
bypass: 'AzureServices'
defaultAction: 'Allow'
}
supportsHttpsTrafficOnly: true
}
}
@description('This is the built-in Storage Blob Data Contributor.')
resource blobDataContributor 'Microsoft.Authorization/roleDefinitions@2018-01-01-preview' existing = {
scope: subscription()
name: 'ba92f5b4-2d11-453d-a403-e96b0029c9fe'
}
resource storageroleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = {
name: guid(resourceGroup().id, managedIdentityObjectId, blobDataContributor.id)
scope: storage
properties: {
principalId: managedIdentityObjectId
roleDefinitionId: blobDataContributor.id
principalType: 'ServicePrincipal'
}
}
resource aiHub 'Microsoft.MachineLearningServices/workspaces@2023-08-01-preview' = {
name: aiHubName
location: location
identity: {
type: 'SystemAssigned'
}
properties: {
// organization
friendlyName: aiHubFriendlyName
description: aiHubDescription
// dependent resources
keyVault: keyVault.id
storageAccount: storage.id
}
kind: 'hub'
resource aiServicesConnection 'connections@2024-07-01-preview' = {
name: '${aiHubName}-connection-AzureOpenAI'
properties: {
category: 'AIServices'
target: aiServicesEndpoint
authType: 'ApiKey'
isSharedToAll: true
credentials: {
key: aiServicesKey
}
metadata: {
ApiType: 'Azure'
ResourceId: aiServicesId
}
}
}
}
resource aiHubProject 'Microsoft.MachineLearningServices/workspaces@2024-01-01-preview' = {
name: aiProjectName
location: location
kind: 'Project'
identity: {
type: 'SystemAssigned'
}
properties: {
friendlyName: aiProjectFriendlyName
hubResourceId: aiHub.id
}
}
resource tenantIdEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'TENANT-ID'
properties: {
value: subscription().tenantId
}
}
resource azureOpenAIInferenceEndpoint 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-OPENAI-INFERENCE-ENDPOINT'
properties: {
value:''
}
}
resource azureOpenAIInferenceKey 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-OPENAI-INFERENCE-KEY'
properties: {
value:''
}
}
resource azureOpenAIApiKeyEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-OPENAI-KEY'
properties: {
value: aiServicesKey //aiServices_m.listKeys().key1
}
}
resource azureOpenAIDeploymentModel 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-OPEN-AI-DEPLOYMENT-MODEL'
properties: {
value: gptModelName
}
}
resource azureOpenAIApiVersionEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-OPENAI-PREVIEW-API-VERSION'
properties: {
value: gptModelVersion //'2024-02-15-preview'
}
}
resource azureOpenAIEndpointEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-OPENAI-ENDPOINT'
properties: {
value: aiServicesEndpoint//aiServices_m.properties.endpoint
}
}
resource azureAIProjectConnectionStringEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-AI-PROJECT-CONN-STRING'
properties: {
value: '${split(aiHubProject.properties.discoveryUrl, '/')[2]};${subscription().subscriptionId};${resourceGroup().name};${aiHubProject.name}'
}
}
resource azureOpenAICUApiVersionEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-OPENAI-CU-VERSION'
properties: {
value: '?api-version=2024-12-01-preview'
}
}
resource azureSearchIndexEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-SEARCH-INDEX'
properties: {
value: 'transcripts_index'
}
}
resource cogServiceEndpointEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'COG-SERVICES-ENDPOINT'
properties: {
value: aiServicesEndpoint
}
}
resource cogServiceKeyEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'COG-SERVICES-KEY'
properties: {
value: aiServicesKey
}
}
resource cogServiceNameEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'COG-SERVICES-NAME'
properties: {
value: aiServicesName
}
}
resource azureSubscriptionIdEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-SUBSCRIPTION-ID'
properties: {
value: subscription().subscriptionId
}
}
resource resourceGroupNameEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-RESOURCE-GROUP'
properties: {
value: resourceGroup().name
}
}
resource azureLocatioEntry 'Microsoft.KeyVault/vaults/secrets@2021-11-01-preview' = {
parent: keyVault
name: 'AZURE-LOCATION'
properties: {
value: solutionLocation
}
}
output keyvaultName string = keyvaultName
output keyvaultId string = keyVault.id
output aiServicesName string = aiServicesName
output aiSearchName string = aiSearchName
output aiProjectName string = aiHubProject.name
output storageAccountName string = storageNameCleaned
output logAnalyticsId string = logAnalytics.id
output storageAccountId string = storage.id