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main.bicep
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import { raiPolicyInfo } from './ai_ml/ai-services.bicep'
targetScope = 'subscription'
@minLength(1)
@maxLength(64)
@description('Name of the workload which is used to generate a short unique hash used in all resources.')
param workloadName string
@minLength(1)
@description('Primary location for all resources.')
param location string
@description('Name of the resource group. If empty, a unique name will be generated.')
param resourceGroupName string = ''
@description('Tags for all resources.')
param tags object = {
WorkloadName: workloadName
Environment: 'Dev'
}
@description('Principal ID of the user that will be granted permission to access services.')
param userPrincipalId string
var abbrs = loadJsonContent('./abbreviations.json')
var roles = loadJsonContent('./roles.json')
var resourceToken = toLower(uniqueString(subscription().id, workloadName, location))
resource contributor 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.general.contributor
}
resource resourceGroup 'Microsoft.Resources/resourceGroups@2024-03-01' = {
name: !empty(resourceGroupName) ? resourceGroupName : '${abbrs.managementGovernance.resourceGroup}${workloadName}'
location: location
tags: union(tags, {})
}
module managedIdentity './security/managed-identity.bicep' = {
name: '${abbrs.security.managedIdentity}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.security.managedIdentity}${resourceToken}'
location: location
tags: union(tags, {})
}
}
module resouceGroupRoleAssignment './security/resource-group-role-assignment.bicep' = {
name: '${resourceGroup.name}-role-assignment'
scope: resourceGroup
params: {
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: contributor.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: contributor.id
principalType: 'ServicePrincipal'
}
]
}
}
resource storageAccountContributor 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.storage.storageAccountContributor
}
resource storageBlobDataContributor 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.storage.storageBlobDataContributor
}
resource storageFileDataPrivilegedContributor 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.storage.storageFileDataPrivilegedContributor
}
resource storageTableDataContributor 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.storage.storageTableDataContributor
}
module storageAccount './storage/storage-account.bicep' = {
name: '${abbrs.storage.storageAccount}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.storage.storageAccount}${resourceToken}'
location: location
tags: union(tags, {})
sku: {
name: 'Standard_LRS'
}
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: storageAccountContributor.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: storageAccountContributor.id
principalType: 'ServicePrincipal'
}
{
principalId: userPrincipalId
roleDefinitionId: storageBlobDataContributor.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: storageBlobDataContributor.id
principalType: 'ServicePrincipal'
}
{
principalId: userPrincipalId
roleDefinitionId: storageFileDataPrivilegedContributor.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: storageFileDataPrivilegedContributor.id
principalType: 'ServicePrincipal'
}
{
principalId: userPrincipalId
roleDefinitionId: storageTableDataContributor.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: storageTableDataContributor.id
principalType: 'ServicePrincipal'
}
]
}
}
resource keyVaultAdministrator 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.security.keyVaultAdministrator
}
module keyVault './security/key-vault.bicep' = {
name: '${abbrs.security.keyVault}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.security.keyVault}${resourceToken}'
location: location
tags: union(tags, {})
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: keyVaultAdministrator.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: keyVaultAdministrator.id
principalType: 'ServicePrincipal'
}
]
}
}
module logAnalyticsWorkspace './management_governance/log-analytics-workspace.bicep' = {
name: '${abbrs.managementGovernance.logAnalyticsWorkspace}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.managementGovernance.logAnalyticsWorkspace}${resourceToken}'
location: location
tags: union(tags, {})
}
}
module applicationInsights './management_governance/application-insights.bicep' = {
name: '${abbrs.managementGovernance.applicationInsights}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.managementGovernance.applicationInsights}${resourceToken}'
location: location
tags: union(tags, {})
logAnalyticsWorkspaceName: logAnalyticsWorkspace.outputs.name
}
}
resource acrPush 'Microsoft.Authorization/roleDefinitions@2022-04-01' existing = {
scope: resourceGroup
name: roles.containers.acrPush
}
resource acrPull 'Microsoft.Authorization/roleDefinitions@2022-04-01' existing = {
scope: resourceGroup
name: roles.containers.acrPull
}
module containerRegistry './containers/container-registry.bicep' = {
name: '${abbrs.containers.containerRegistry}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.containers.containerRegistry}${resourceToken}'
location: location
tags: union(tags, {})
sku: {
name: 'Basic'
}
adminUserEnabled: true
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: acrPush.id
principalType: 'User'
}
{
principalId: userPrincipalId
roleDefinitionId: acrPull.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: acrPush.id
principalType: 'ServicePrincipal'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: acrPull.id
principalType: 'ServicePrincipal'
}
]
}
}
resource cognitiveServicesUser 'Microsoft.Authorization/roleDefinitions@2022-04-01' existing = {
scope: resourceGroup
name: roles.ai.cognitiveServicesUser
}
@description('Location for Document Intelligence preview features (requires 2024-02-29-preview).')
var documentIntelligenceLocation = 'westeurope'
var documentIntelligenceResourceToken = toLower(uniqueString(
subscription().id,
workloadName,
documentIntelligenceLocation
))
module documentIntelligence './ai_ml/document-intelligence.bicep' = {
name: '${abbrs.ai.documentIntelligence}${documentIntelligenceResourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.ai.documentIntelligence}${documentIntelligenceResourceToken}'
location: documentIntelligenceLocation
tags: union(tags, {})
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: cognitiveServicesUser.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: cognitiveServicesUser.id
principalType: 'ServicePrincipal'
}
]
}
}
resource cognitiveServicesContributor 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.ai.cognitiveServicesContributor
}
resource cognitiveServicesOpenAIContributor 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.ai.cognitiveServicesOpenAIContributor
}
var gpt4OmniMiniModelDeploymentName = 'gpt-4o-mini'
var gpt4OmniModelDeploymentName = 'gpt-4o'
var gpt4ModelDeploymentName = 'gpt-4'
var gpt35ModelDeploymentName = 'gpt-35-turbo'
module aiServices './ai_ml/ai-services.bicep' = {
name: '${abbrs.ai.aiServices}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.ai.aiServices}${resourceToken}'
location: location
tags: union(tags, {})
identityId: managedIdentity.outputs.id
raiPolicies: [
{
name: workloadName
mode: 'Blocking'
prompt: {}
completion: {}
}
]
deployments: [
{
name: gpt4OmniMiniModelDeploymentName
model: {
format: 'OpenAI'
name: 'gpt-4o-mini'
version: '2024-07-18'
}
sku: {
name: 'GlobalStandard'
capacity: 10
}
raiPolicyName: workloadName
versionUpgradeOption: 'OnceCurrentVersionExpired'
}
{
name: gpt4OmniModelDeploymentName
model: {
format: 'OpenAI'
name: 'gpt-4o'
version: '2024-05-13'
}
sku: {
name: 'GlobalStandard'
capacity: 10
}
raiPolicyName: workloadName
versionUpgradeOption: 'OnceCurrentVersionExpired'
}
{
name: gpt4ModelDeploymentName
model: {
format: 'OpenAI'
name: 'gpt-4'
version: 'turbo-2024-04-09'
}
sku: {
name: 'GlobalStandard'
capacity: 8
}
raiPolicyName: workloadName
versionUpgradeOption: 'OnceCurrentVersionExpired'
}
{
name: gpt35ModelDeploymentName
model: {
format: 'OpenAI'
name: 'gpt-35-turbo'
version: '0613'
}
sku: {
name: 'Standard'
capacity: 10
}
raiPolicyName: workloadName
versionUpgradeOption: 'OnceCurrentVersionExpired'
}
]
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: cognitiveServicesContributor.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: cognitiveServicesContributor.id
principalType: 'ServicePrincipal'
}
{
principalId: userPrincipalId
roleDefinitionId: cognitiveServicesOpenAIContributor.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: cognitiveServicesOpenAIContributor.id
principalType: 'ServicePrincipal'
}
]
}
}
resource azureMLDataScientist 'Microsoft.Authorization/roleDefinitions@2022-05-01-preview' existing = {
scope: resourceGroup
name: roles.ai.azureMLDataScientist
}
module aiHub './ai_ml/ai-hub.bicep' = {
name: '${abbrs.ai.aiHub}${resourceToken}'
scope: resourceGroup
params: {
name: '${abbrs.ai.aiHub}${resourceToken}'
friendlyName: 'Hub - Document Data Extraction Evaluation'
descriptionInfo: 'Generated by the Document Data Extraction Evaluation sample project'
location: location
tags: union(tags, {})
identityId: managedIdentity.outputs.id
storageAccountId: storageAccount.outputs.id
keyVaultId: keyVault.outputs.id
applicationInsightsId: applicationInsights.outputs.id
containerRegistryId: containerRegistry.outputs.id
aiServicesName: aiServices.outputs.name
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: azureMLDataScientist.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: azureMLDataScientist.id
principalType: 'ServicePrincipal'
}
]
}
}
var phi3MiniModelDeploymentName = 'phi-3-mini-128k-${resourceToken}'
var phi35MiniModelDeploymentName = 'phi-35-mini-${resourceToken}'
module aiHubProject './ai_ml/ai-hub-project.bicep' = {
name: '${abbrs.ai.aiHubProject}${workloadName}'
scope: resourceGroup
params: {
name: '${abbrs.ai.aiHubProject}${workloadName}'
friendlyName: 'Project - Document Data Extraction Evaluation'
descriptionInfo: 'Generated by the Document Data Extraction Evaluation sample project'
location: location
tags: union(tags, {})
identityId: managedIdentity.outputs.id
aiHubName: aiHub.outputs.name
serverlessModels: [
// {
// name: phi3MiniModelDeploymentName
// model: {
// name: 'Phi-3-mini-128k-instruct'
// }
// keyVaultConfig: {
// name: keyVault.outputs.name
// primaryKeySecretName: 'Phi-3-mini-128k-instruct-PrimaryKey'
// secondaryKeySecretName: 'Phi-3-mini-128k-instruct-SecondaryKey'
// }
// }
{
name: phi35MiniModelDeploymentName
model: {
name: 'Phi-35-mini-instruct'
}
keyVaultConfig: {
name: keyVault.outputs.name
primaryKeySecretName: 'Phi-35-mini-instruct-PrimaryKey'
secondaryKeySecretName: 'Phi-35-mini-instruct-SecondaryKey'
}
}
]
roleAssignments: [
{
principalId: userPrincipalId
roleDefinitionId: azureMLDataScientist.id
principalType: 'User'
}
{
principalId: managedIdentity.outputs.principalId
roleDefinitionId: azureMLDataScientist.id
principalType: 'ServicePrincipal'
}
]
}
}
output subscriptionInfo object = {
id: subscription().subscriptionId
tenantId: subscription().tenantId
}
output resourceGroupInfo object = {
name: resourceGroup.name
location: resourceGroup.location
workloadName: workloadName
}
output storageAccountInfo object = {
name: storageAccount.outputs.name
location: location
}
output keyVaultInfo object = {
name: keyVault.outputs.name
location: location
}
output documentIntelligenceInfo object = {
endpoint: documentIntelligence.outputs.endpoint
location: documentIntelligenceLocation
}
output aiModelsInfo object = {
gpt35Turbo: {
endpoint: aiServices.outputs.openAIEndpoint
deploymentName: gpt35ModelDeploymentName
}
gpt4Turbo: {
endpoint: aiServices.outputs.openAIEndpoint
deploymentName: gpt4ModelDeploymentName
}
gpt4Omni: {
endpoint: aiServices.outputs.openAIEndpoint
deploymentName: gpt4OmniModelDeploymentName
}
gpt4OmniMini: {
endpoint: aiServices.outputs.openAIEndpoint
deploymentName: gpt4OmniMiniModelDeploymentName
}
// phi3Mini: {
// endpoint: aiHubProject.outputs.serverlessModelDeployments[0].endpoint
// primaryKeySecretName: aiHubProject.outputs.serverlessModelDeployments[0].primaryKeySecretName
// secondaryKeySecretName: aiHubProject.outputs.serverlessModelDeployments[0].secondaryKeySecretName
// }
phi35Mini: {
endpoint: aiHubProject.outputs.serverlessModelDeployments[0].endpoint
primaryKeySecretName: aiHubProject.outputs.serverlessModelDeployments[0].primaryKeySecretName
secondaryKeySecretName: aiHubProject.outputs.serverlessModelDeployments[0].secondaryKeySecretName
}
}