/microsoft-foundry

Detailed Workflows: Create Foundry Resource

Table of Contents: Workflow 1: Create Resource Group · Workflow 2: Create Foundry Resource · Workflow 3: Register Resource Provider

Workflow 1: Create Resource Group - Detailed Steps

Step 1: Ask user preference

Ask the user which option they prefer:

1. Use an existing resource group
2. Create a new resource group

Step 2a: If user chooses "Use existing resource group"

Count and list existing resource groups:

# Count total resource groups
TOTAL_RG_COUNT=$(az group list --query "length([])" -o tsv)

# Get list of resource groups (up to 5 most recent)
az group list --query "[-5:].{Name:name, Location:location}" --out table

Handle based on count:

If 0 resources found:

• Inform user: "No existing resource groups found"
• Ask if they want to create a new one, then proceed to Step 2b

If 1-4 resources found:

• Display all X resource groups to the user
• Let user select from the list
• Fetch the selected resource group details:

  az group show --name <selected-rg-name> --query "{Name:name, Location:location, State:properties.provisioningState}"

• Display details to user, then proceed to create Foundry resource

If 5+ resources found:

• Display the 5 most recent resource groups
• Present options:
  1. Select from the 5 displayed
  2. Other (see all resource groups)
• If user selects a resource group, fetch details:

  az group show --name <selected-rg-name> --query "{Name:name, Location:location, State:properties.provisioningState}"

• If user chooses "Other", show all:

  az group list --query "[].{Name:name, Location:location}" --out table

  Then let user select, and fetch details as above
• Display details to user, then proceed to create Foundry resource

Step 2b: If user chooses "Create new resource group"

1. List available Azure regions:

az account list-locations --query "[].{Region:name}" --out table

Common regions:

• eastus, eastus2 - US East Coast
• westus, westus2, westus3 - US West Coast
• centralus - US Central
• westeurope, northeurope - Europe
• southeastasia, eastasia - Asia Pacific

2. Ask user to choose a region from the list above

3. Create resource group in the chosen region:

az group create \
  --name <resource-group-name> \
  --location <user-chosen-location>

4. Verify creation:

az group show --name <resource-group-name> --query "{Name:name, Location:location, State:properties.provisioningState}"

Expected output: State: "Succeeded"

Workflow 2: Create Foundry Resource - Detailed Steps

Step 1: Verify prerequisites

# Check Azure CLI version (need 2.0+)
az --version

# Verify authentication
az account show

# Check resource provider registration status
az provider show --namespace Microsoft.CognitiveServices --query "registrationState"

If provider not registered, see Workflow #3: Register Resource Provider.

Step 2: Choose location

Always ask the user to choose a location. List available regions and let the user select:

# List available regions for Cognitive Services
az account list-locations --query "[].{Region:name, DisplayName:displayName}" --out table

Common regions for AI Services:

• eastus, eastus2 - US East Coast
• westus, westus2, westus3 - US West Coast
• centralus - US Central
• westeurope, northeurope - Europe
• southeastasia, eastasia - Asia Pacific

Important: Do not automatically use the resource group's location. Always ask the user which region they prefer.

Step 3: Create Foundry resource

az cognitiveservices account create \
  --name <resource-name> \
  --resource-group <rg> \
  --kind AIServices \
  --sku S0 \
  --location <location> \
  --yes

Parameters:

• --name: Unique resource name (globally unique across Azure)
• --resource-group: Existing resource group name
• --kind: Must be AIServices for multi-service resource
• --sku: Must be S0 (Standard - the only supported tier for AIServices)
• --location: Azure region (always ask user to choose from available regions)
• --yes: Auto-accept terms without prompting

Step 4: Verify resource creation

# Check resource details to verify creation
az cognitiveservices account show \
  --name <resource-name> \
  --resource-group <rg>

# View endpoint and configuration
az cognitiveservices account show \
  --name <resource-name> \
  --resource-group <rg> \
  --query "{Name:name, Endpoint:properties.endpoint, Location:location, Kind:kind, SKU:sku.name}"

Expected output:

• provisioningState: "Succeeded"
• Endpoint URL
• SKU: S0
• Kind: AIServices

Step 5: Get access keys

az cognitiveservices account keys list \
  --name <resource-name> \
  --resource-group <rg>

This returns key1 and key2 for API authentication.

Workflow 3: Register Resource Provider - Detailed Steps

When Needed

Required when:

• First time creating Cognitive Services in subscription
• Error: ResourceProviderNotRegistered
• Insufficient permissions during resource creation

Steps

Step 1: Check registration status

az provider show \
  --namespace Microsoft.CognitiveServices \
  --query "registrationState"

Possible states:

• Registered: Ready to use
• NotRegistered: Needs registration
• Registering: Registration in progress

Step 2: Register provider

az provider register --namespace Microsoft.CognitiveServices

Step 3: Wait for registration

Registration typically takes 1-2 minutes. Check status:

az provider show \
  --namespace Microsoft.CognitiveServices \
  --query "registrationState"

Wait until state is Registered.

Step 4: Verify registration

az provider list --query "[?namespace=='Microsoft.CognitiveServices']"

Required Permissions

To register a resource provider, you need one of:

• Subscription Owner role
• Contributor role
• Custom role with Microsoft.*/register/action permission

If you are not the subscription owner:

1. Ask someone with the Owner or Contributor role to register the provider for you
2. Alternatively, ask them to grant you the /register/action privilege so you can register it yourself

Alternative registration methods:

• Azure CLI (recommended): az provider register --namespace Microsoft.CognitiveServices
• Azure Portal: Navigate to Subscriptions → Resource providers → Microsoft.CognitiveServices → Register
• PowerShell: Register-AzResourceProvider -ProviderNamespace Microsoft.CognitiveServices