Merge pull request #7523 from MicrosoftDocs/main

Auto Publish – main to live - 2025-10-07 17:11 UTC

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

articles/ai-foundry/openai/how-to/prompt-caching.md

@@ -72,9 +72,9 @@ Prompt caching is supported for:
 
 |**Caching supported**|**Description**|**Supported models**|
 |--------|--------|--------|
-| **Messages** | The complete messages array: system, developer, user, and assistant content | `gpt-4o`<br/>`gpt-4o-mini`<br/>`gpt-4o-realtime-preview` (version 2024-12-17)<br/>`gpt-4o-mini-realtime-preview` (version 2024-12-17)<br>`gpt-realtime` (version 2025-08-28)<br> `o1` (version 2024-12-17) <br> `o3-mini` (version 2025-01-31) |
+| **Messages** | The complete messages array: system, developer, user, and assistant content | `gpt-4o`<br/>`gpt-4o-mini`<br/>`gpt-4o-realtime-preview` (version 2024-12-17)<br/>`gpt-4o-mini-realtime-preview` (version 2024-12-17)<br>`gpt-realtime` (version 2025-08-28)<br> `gpt-realtime-mini` (version 2025-10-06)<br>`o1` (version 2024-12-17) <br> `o3-mini` (version 2025-01-31) |
 | **Images** | Images included in user messages, both as links or as base64-encoded data. The detail parameter must be set the same across requests. | `gpt-4o`<br/>`gpt-4o-mini` <br> `o1` (version 2024-12-17)  |
-| **Tool use** | Both the messages array and tool definitions. | `gpt-4o`<br/>`gpt-4o-mini`<br/>`gpt-4o-realtime-preview` (version 2024-12-17)<br/>`gpt-4o-mini-realtime-preview` (version 2024-12-17)<br>`gpt-realtime` (version 2025-08-28)<br> `o1` (version 2024-12-17) <br> `o3-mini` (version 2025-01-31) |
+| **Tool use** | Both the messages array and tool definitions. | `gpt-4o`<br/>`gpt-4o-mini`<br/>`gpt-4o-realtime-preview` (version 2024-12-17)<br/>`gpt-4o-mini-realtime-preview` (version 2024-12-17)<br>`gpt-realtime` (version 2025-08-28)<br>`gpt-realtime-mini` (version 2025-10-06)<br> `o1` (version 2024-12-17) <br> `o3-mini` (version 2025-01-31) |
 | **Structured outputs** | Structured output schema is appended as a prefix to the system message. | `gpt-4o`<br/>`gpt-4o-mini` <br> `o1` (version 2024-12-17) <br> `o3-mini` (version 2025-01-31) |
 
 To improve the likelihood of cache hits occurring, you should structure your requests such that repetitive content occurs at the beginning of the messages array.

articles/ai-foundry/openai/how-to/realtime-audio-webrtc.md

@@ -34,6 +34,7 @@ The GPT real-time models are available for global deployments in [East US 2 and
 - `gpt-4o-mini-realtime-preview` (2024-12-17)
 - `gpt-4o-realtime-preview` (2024-12-17)
 - `gpt-realtime` (version 2025-08-28)
+- `gpt-realtime-mini` (version 2025-10-06)
 
 You should use API version `2025-04-01-preview` in the URL for the Realtime API. The API version is included in the sessions URL.
 
@@ -45,7 +46,7 @@ Before you can use GPT real-time audio, you need:
 
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
 - An Azure OpenAI resource created in a [supported region](#supported-models). For more information, see [Create a resource and deploy a model with Azure OpenAI](create-resource.md).
-- You need a deployment of the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, or `gpt-realtime` model in a supported region as described in the [supported models](#supported-models) section in this article. You can deploy the model from the [Azure AI Foundry model catalog](../../../ai-foundry/how-to/model-catalog-overview.md) or from your project in Azure AI Foundry portal. 
+- You need a deployment of the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, `gpt-realtime`, or `gpt-realtime-mini` model in a supported region as described in the [supported models](#supported-models) section in this article. You can deploy the model from the [Azure AI Foundry model catalog](../../../ai-foundry/how-to/model-catalog-overview.md) or from your project in Azure AI Foundry portal. 
 
 ## Connection and authentication
 

articles/ai-foundry/openai/how-to/realtime-audio-websockets.md

@@ -31,6 +31,7 @@ The GPT real-time models are available for global deployments in [East US 2 and
 - `gpt-4o-mini-realtime-preview` (2024-12-17)
 - `gpt-4o-realtime-preview` (2024-12-17)
 - `gpt-realtime` (version 2025-08-28)
+- `gpt-realtime-mini` (version 2025-10-06)
 
 You should use API version `2025-04-01-preview` in the URL for the Realtime API. 
 
@@ -42,7 +43,7 @@ Before you can use GPT real-time audio, you need:
 
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
 - An Azure OpenAI resource created in a [supported region](#supported-models). For more information, see [Create a resource and deploy a model with Azure OpenAI](create-resource.md).
-- You need a deployment of the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, or `gpt-realtime` model in a supported region as described in the [supported models](#supported-models) section. You can deploy the model from the [Azure AI Foundry portal model catalog](../../../ai-foundry/how-to/model-catalog-overview.md) or from your project in Azure AI Foundry portal. 
+- You need a deployment of the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, `gpt-realtime`, or `gpt-realtime-mini` model in a supported region as described in the [supported models](#supported-models) section. You can deploy the model from the [Azure AI Foundry portal model catalog](../../../ai-foundry/how-to/model-catalog-overview.md) or from your project in Azure AI Foundry portal. 
 
 ## Connection and authentication
 

articles/ai-foundry/openai/how-to/realtime-audio.md

@@ -29,6 +29,7 @@ The GPT real-time models are available for global deployments in [East US 2 and
 - `gpt-4o-mini-realtime-preview` (2024-12-17)
 - `gpt-4o-realtime-preview` (2024-12-17)
 - `gpt-realtime` (version 2025-08-28)
+- `gpt-realtime-mini` (version 2025-10-06)
 
 You should use API version `2025-04-01-preview` in the URL for the Realtime API. 
 
@@ -40,10 +41,10 @@ Before you can use GPT real-time audio, you need:
 
 - An Azure subscription - <a href="https://azure.microsoft.com/free/cognitive-services" target="_blank">Create one for free</a>.
 - An Azure OpenAI resource created in a [supported region](#supported-models). For more information, see [Create a resource and deploy a model with Azure OpenAI](create-resource.md).
-- You need a deployment of the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, or `gpt-realtime` model in a supported region as described in the [supported models](#supported-models) section. You can deploy the model from the [Azure AI Foundry portal model catalog](../../../ai-foundry/how-to/model-catalog-overview.md) or from your project in Azure AI Foundry portal. 
+- You need a deployment of the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, `gpt-realtime`, or `gpt-realtime-mini` model in a supported region as described in the [supported models](#supported-models) section. You can deploy the model from the [Azure AI Foundry portal model catalog](../../../ai-foundry/how-to/model-catalog-overview.md) or from your project in Azure AI Foundry portal. 
 
 Here are some of the ways you can get started with the GPT Realtime API for speech and audio:
-- For steps to deploy and use the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, or `gpt-realtime` model, see [the real-time audio quickstart](../realtime-audio-quickstart.md).
+- For steps to deploy and use the `gpt-4o-realtime-preview`, `gpt-4o-mini-realtime-preview`, `gpt-realtime`, or `gpt-realtime-mini` model, see [the real-time audio quickstart](../realtime-audio-quickstart.md).
 - Try the [WebRTC via HTML and JavaScript example](./realtime-audio-webrtc.md#webrtc-example-via-html-and-javascript) to get started with the Realtime API via WebRTC.
 - [The Azure-Samples/aisearch-openai-rag-audio repo](https://github.com/Azure-Samples/aisearch-openai-rag-audio) contains an example of how to implement RAG support in applications that use voice as their user interface, powered by the GPT realtime API for audio.
 
@@ -281,7 +282,7 @@ A user might want to interrupt the assistant's response or ask the assistant to
 
 ## Image input
 
-The `gpt-realtime` model supports image input as part of the conversation. The model can ground responses in what the user is currently seeing. You can send images to the model as part of a conversation item. The model can then generate responses that reference the images.
+The `gpt-realtime` and `gpt-realtime-mini` models support image input as part of the conversation. The model can ground responses in what the user is currently seeing. You can send images to the model as part of a conversation item. The model can then generate responses that reference the images.
 
 The following example json body adds an image to the conversation:
 

articles/ai-foundry/openai/includes/models-azure-direct-openai.md

@@ -313,7 +313,7 @@ Details about maximum request tokens and training data are available in the foll
 |`gpt-4o-realtime-preview` (2025-06-03) <br> GPT-4o audio | Audio model for real-time audio processing. |Input: 128,000  <br> Output: 4,096 | October 2023 |
 |`gpt-4o-realtime-preview` (2024-12-17) <br> GPT-4o audio | Audio model for real-time audio processing. |Input: 128,000  <br> Output: 4,096 | October 2023 |
 |`gpt-4o-mini-realtime-preview` (2024-12-17) <br> GPT-4o audio | Audio model for real-time audio processing. |Input: 128,000  <br> Output: 4,096 | October 2023 |
-|`gpt-realtime` (2025-08-28) (GA)<br> GPT-4o audio | Audio model for real-time audio processing. |Input: 28,672  <br> Output: 4,096 | October 2023 |
+|`gpt-realtime` (2025-08-28) (GA)<br>`gpt-realtime-mini` (2025-10-06)<br> `gpt-audio`(2025-08-28)<br>`gpt-audio-mini`(2025-10-06) | Audio model for real-time audio processing. |Input: 28,672  <br> Output: 4,096 | October 2023 |
 
 To compare the availability of GPT-4o audio models across all regions, refer to the [models table](#global-standard-model-availability).
 

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

@@ -13,7 +13,7 @@ ms.date: 3/20/2025
 - An Azure subscription. <a href="https://azure.microsoft.com/free/ai-services" target="_blank">Create one for free</a>.
 - <a href="https://www.python.org/" target="_blank">Python 3.8 or later version</a>. We recommend using Python 3.10 or later, but having at least Python 3.8 is required. If you don't have a suitable version of Python installed, you can follow the instructions in the [VS Code Python Tutorial](https://code.visualstudio.com/docs/python/python-tutorial#_install-a-python-interpreter) for the easiest way of installing Python on your operating system.
 - An Azure OpenAI resource created in one of the supported regions. For more information about region availability, see the [models and versions documentation](../concepts/models.md#global-standard-model-availability).
-- Then, you need to deploy a `gpt-realtime` model with your Azure OpenAI resource. For more information, see [Create a resource and deploy a model with Azure OpenAI](../how-to/create-resource.md).
+- Then, you need to deploy a `gpt-realtime` or `gpt-realtime-mini` model with your Azure OpenAI resource. For more information, see [Create a resource and deploy a model with Azure OpenAI](../how-to/create-resource.md).
 
 ## Microsoft Entra ID prerequisites
 

articles/ai-foundry/openai/quotas-limits.md

@@ -252,7 +252,10 @@ During the preview, the rate limits for each `gpt-4o` realtime model deployment
 |`gpt-4o-mini-audio-preview` | Default | 2M | 1K |
 |`gpt-4o-mini-realtime-preview` | Default | 800K | 1K |
 |`gpt-audio` |   Default | 100K | 30 |
+|`gpt-audio-mini` |   Default | 100K | 30 |
 |`gpt-realtime` | Default | 100K | 30 |
+|`gpt-realtime-mini` | Default | 100K | 30 |
+
 
 ## GPT-image-1 rate limits
 

articles/ai-foundry/openai/realtime-audio-quickstart.md

@@ -32,6 +32,7 @@ The GPT real-time models are available for global deployments.
 - `gpt-4o-realtime-preview` (version `2024-12-17`)
 - `gpt-4o-mini-realtime-preview` (version `2024-12-17`)
 - `gpt-realtime` (version `2025-08-28`)
+- `gpt-realtime-mini` (version `2025-10-06`)
 
 See the [models and versions documentation](./concepts/models.md#audio-models) for more information.
 

articles/ai-foundry/whats-new-azure-ai-foundry.md

@@ -1,47 +1,47 @@
 ---
-title: "Azure AI Foundry docs: What's new for September 2025"
-description: Discover key changes and updates in Azure AI Foundry documentation for September 2025.
+title: "Azure AI Foundry docs: What's new for October 2025"
+description: Discover key changes and updates in Azure AI Foundry documentation for October 2025.
 ms.author: smcdowell
 author: skpmcdowell
 ms.topic: whats-new
 ms.subject: ai-foundry
 ms.service: azure-ai-foundry
-ms.custom: September-2025
-ms.date: 09/02/2025
+ms.custom: October-2025
+ms.date: 10/06/2025
 ---
 
 # What's new in Azure AI Foundry documentation?
 
-Welcome! This article highlights key changes and updates in Azure AI Foundry documentation for September 2025.
+Welcome! This article highlights key changes and updates in Azure AI Foundry documentation for October 2025.
 
 ## New articles
-- [Azure AI Foundry status dashboard](../ai-foundry/azure-ai-foundry-status-dashboard-documentation.md)
-- [Azure OpenAI in Azure AI Foundry Models v1 REST API reference](../ai-foundry/openai/latest.md)
-- [Browser Automation (preview)](../ai-foundry/agents/how-to/tools/browser-automation.md)
-- [How to use the Browser Automation tool (preview)](../ai-foundry/agents/how-to/tools/browser-automation-samples.md)
-- [Set up an Azure Key Vault connection in Azure AI Foundry (Preview)](../ai-foundry/how-to/set-up-key-vault-connection.md)
+- [Add Azure AI Foundry to a network security perimeter (preview)](../ai-foundry/how-to/add-foundry-to-network-security-perimeter.md)
+- [Azure AI Foundry Agent Service Computer Use Tool](../ai-foundry/agents/how-to/tools/computer-use.md)
+- [Built-in policy for model deployment in Azure AI Foundry portal (Preview)](../ai-foundry/how-to/model-deployment-policy.md)
+- [Codex with Azure OpenAI in Azure AI Foundry Models](../ai-foundry/openai/how-to/codex.md)
+- [Consolidated view for AI services in the Azure portal](../ai-foundry/concepts/ai-foundry-consolidated-view.md)
+- [Create a hub project for Azure AI Foundry](../ai-foundry/how-to/hub-create-projects.md)
+- [Create and manage connections in Azure AI Foundry hubs](../ai-foundry/how-to/hub-connections-add.md)
+- [Customer-managed keys for hub projects](../ai-foundry/concepts/hub-encryption-keys-portal.md)
+- [Data, privacy, and security for Azure AI Voice Live API](../ai-foundry/responsible-ai/speech-service/voice-live/data-privacy-security.md)
+- [Foundry Models sold directly by Azure](../ai-foundry/foundry-models/concepts/models-sold-directly-by-azure.md)
+- [GPT-5 vs GPT-4.1: choosing the right model for your use case](../ai-foundry/foundry-models/how-to/model-choice-guide.md)
+- [How to configure a private link for Azure AI Foundry](../ai-foundry/how-to/hub-configure-private-link.md)
+- [How to use the Computer Use Tool](../ai-foundry/agents/how-to/tools/computer-use-samples.md)
+- [Manage and increase quotas for hub resources](../ai-foundry/how-to/hub-quota.md)
+- [Plan and manage costs for Azure AI Foundry](../ai-foundry/concepts/manage-costs.md)
+- [Quickstart: Get started with Azure AI Foundry (Hub projects)](../ai-foundry/quickstarts/hub-get-started-code.md)
+- [Role-based access control for Azure AI Foundry (hub-focused)](../ai-foundry/concepts/hub-rbac-azure-ai-foundry.md)
+- [Upgrade from Azure OpenAI to Azure AI Foundry](../ai-foundry/how-to/upgrade-azure-openai.md)
+- [Use cases for Voice live](../ai-foundry/responsible-ai/speech-service/voice-live/transparency-note.md)
+- [Work with Azure AI Foundry Agent Service and MCP Server tools in Visual Studio Code (Preview)](../ai-foundry/how-to/develop/vs-code-agents-mcp.md)
+
 
 ## Updated articles
 
-- [Azure AI Agents function calling](../ai-foundry/agents/how-to/tools/function-calling.md)
-- [Azure OpenAI in Azure AI Foundry models](../ai-foundry/openai/concepts/models.md)
-- [Azure OpenAI in Azure AI Foundry Models quotas and limits](../ai-foundry/openai/quotas-limits.md)
-- [Azure OpenAI in Azure AI Foundry Models v1 REST API reference](../ai-foundry/openai/latest.md)
-- [Azure OpenAI reasoning models](../ai-foundry/openai/how-to/reasoning.md)
-- [Azure OpenAI Responses API](../ai-foundry/openai/how-to/responses.md)
-- [Capability hosts](../ai-foundry/agents/concepts/capability-hosts.md)
-- [Disable shared-key access for your hub's storage account (preview)](../ai-foundry/how-to/disable-local-auth.md)
-- [Generate synthetic and simulated data for evaluation (preview)](../ai-foundry/how-to/develop/simulator-interaction-data.md)
-- [How to deploy and infer with a managed compute deployment](../ai-foundry/how-to/deploy-models-managed.md)
-- [How to set up a managed network for Azure AI Foundry hubs](../ai-foundry/how-to/configure-managed-network.md)
-- [How to upload files using the file search tool](../ai-foundry/agents/how-to/tools/file-search-upload-files.md)
-- [How to use an existing Azure AI Search index with the Azure AI Search tool](../ai-foundry/agents/how-to/tools/azure-ai-search-samples.md)
-- [How to use Azure Functions with Azure AI Agents](../ai-foundry/agents/how-to/tools/azure-functions-samples.md)
-- [How to use Grounding with Bing Search](../ai-foundry/agents/how-to/tools/bing-code-samples.md)
-- [How to use the Browser Automation tool (preview)](../ai-foundry/agents/how-to/tools/browser-automation-samples.md)
-- [How to use the code interpreter tool](../ai-foundry/agents/how-to/tools/code-interpreter-samples.md)
-- [How to use the Model Context Protocol tool (preview)](../ai-foundry/agents/how-to/tools/model-context-protocol-samples.md)
-- [How to use the OpenAPI spec tool](../ai-foundry/agents/how-to/tools/openapi-spec-samples.md)
-- [Models supported by Azure AI Foundry Agent Service](../ai-foundry/agents/concepts/model-region-support.md)
-- [Reinforcement fine-tuning (RFT) with Azure OpenAI o4-mini (Preview)](../ai-foundry/openai/how-to/reinforcement-fine-tuning.md)
-- [Role-based access control for Azure AI Foundry](../ai-foundry/concepts/rbac-azure-ai-foundry.md)
+- [Azure AI Foundry Playgrounds](../ai-foundry/concepts/concept-playgrounds.md)
+- [Azure AI Search tool](../ai-foundry/agents/how-to/tools/azure-ai-search.md)
+- [Create a project for Azure AI Foundry (Foundry projects)](../ai-foundry/how-to/create-projects.md) 
+- [Foundry Local CLI Reference](../ai-foundry/foundry-local/reference/reference-cli.md)
+- [Get started with Foundry Local](../ai-foundry/foundry-local/get-started.md)
+- [Plan to manage costs for Azure AI Foundry Models](../ai-foundry/foundry-models/how-to/manage-costs.md)