[CognitiveServices] Add commands for container agents (#32372)

Author: johanste

src/azure-cli/azure/cli/command_modules/cognitiveservices/_client_factory.py

@@ -7,6 +7,7 @@
 def get_cognitiveservices_management_client(cli_ctx, *_):
     from azure.cli.core.commands.client_factory import get_mgmt_service_client
     from azure.mgmt.cognitiveservices import CognitiveServicesManagementClient
+
     return get_mgmt_service_client(cli_ctx, CognitiveServicesManagementClient)
 
 
@@ -42,6 +43,48 @@ def cf_usages(cli_ctx, *_):
     return get_cognitiveservices_management_client(cli_ctx).usages
 
 
+def cf_ai_projects(cli_ctx, command_args):
+    """
+    Create AI Projects client for data plane operations.
+    Similar to keyvault's data plane client factory pattern.
+    """
+    from azure.ai.projects import AIProjectClient
+    from azure.cli.core.commands.client_factory import prepare_client_kwargs_track2
+    from azure.cli.core._profile import Profile
+
+    # Get credentials using Azure CLI login
+    profile = Profile(cli_ctx=cli_ctx)
+    credential, _, _ = profile.get_login_credentials(
+        subscription_id=cli_ctx.data.get("subscription_id")
+    )
+
+    # Get endpoint from command arguments (similar to keyvault's vault_url)
+    account_name = command_args.get("account_name", None)
+    endpoint = command_args.get("endpoint", None)
+    project = command_args.get("project_name", None)
+
+    # If no explicit endpoint provided, construct from account name
+    if not endpoint and account_name:
+        # Construct endpoint URL from account name
+        # Format: https://{account_name}.cognitiveservices.azure.com
+        endpoint = (
+            f"https://{account_name}.services.ai.azure.com/api/projects/{project}"
+        )
+
+    if not endpoint:
+        from azure.cli.core.azclierror import RequiredArgumentMissingError
+
+        raise RequiredArgumentMissingError(
+            "Please specify --account-name or --endpoint"
+        )
+
+    # Prepare client kwargs with proper logging and telemetry
+    client_kwargs = prepare_client_kwargs_track2(cli_ctx)
+
+    # Create and return the AI Projects client
+    return AIProjectClient(endpoint=endpoint, credential=credential, **client_kwargs)
+
+
 def cf_projects(cli_ctx, *_):
     return get_cognitiveservices_management_client(cli_ctx).projects