Merge pull request #8261 from MicrosoftDocs/main

Auto Publish – main to live - 2025-11-07 12:00 UTC

Author: learn-build-service-prod[bot]

articles/ai-foundry/openai/includes/realtime-deploy-model.md

@@ -10,7 +10,9 @@ ms.date: 1/21/2025
 
 To deploy the `gpt-realtime` model in the Azure AI Foundry portal:
 1. Go to the [Azure AI Foundry portal](https://ai.azure.com/?cid=learnDocs) and create or select your project. 
-1. Select **Models + endpoints** from under **My assets** in the left pane.
+1. Select your model deployments:
+    1. For Azure OpenAI resource, select **Deployments** from **Shared resources** section in the left pane.
+    1. For Azure AI Foundry resource, select **Models + endpoints** from under **My assets** in the left pane.
 1. Select **+ Deploy model** > **Deploy base model** to open the deployment window. 
 1. Search for and select the `gpt-realtime` model and then select **Confirm**.
 1. Review the deployment details and select **Deploy**.

articles/ai-foundry/openai/includes/realtime-javascript.md

@@ -19,7 +19,7 @@ ms.date: 3/20/2025
 
 For the recommended keyless authentication with Microsoft Entra ID, you need to:
 - Install the [Azure CLI](/cli/azure/install-azure-cli) used for keyless authentication with Microsoft Entra ID.
-- Assign the `Cognitive Services User` role to your user account. You can assign roles in the Azure portal under **Access control (IAM)** > **Add role assignment**.
+- Assign the `Cognitive Services OpenAI User` role to your user account. You can assign roles in the Azure portal under **Access control (IAM)** > **Add role assignment**.
 
 ## Deploy a model for real-time audio
 

articles/ai-foundry/openai/includes/realtime-python.md

@@ -19,7 +19,7 @@ ms.date: 3/20/2025
 
 For the recommended keyless authentication with Microsoft Entra ID, you need to:
 - Install the [Azure CLI](/cli/azure/install-azure-cli) used for keyless authentication with Microsoft Entra ID.
-- Assign the `Cognitive Services User` role to your user account. You can assign roles in the Azure portal under **Access control (IAM)** > **Add role assignment**.
+- Assign the `Cognitive Services OpenAI User` role to your user account. You can assign roles in the Azure portal under **Access control (IAM)** > **Add role assignment**.
 
 ## Deploy a model for real-time audio
 

articles/ai-foundry/openai/includes/realtime-typescript.md

@@ -20,7 +20,7 @@ ms.date: 3/20/2025
 
 For the recommended keyless authentication with Microsoft Entra ID, you need to:
 - Install the [Azure CLI](/cli/azure/install-azure-cli) used for keyless authentication with Microsoft Entra ID.
-- Assign the `Cognitive Services User` role to your user account. You can assign roles in the Azure portal under **Access control (IAM)** > **Add role assignment**.
+- Assign the `Cognitive Services OpenAI User` role to your user account. You can assign roles in the Azure portal under **Access control (IAM)** > **Add role assignment**.
 
 ## Deploy a model for real-time audio