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articles/ai-foundry/openai/how-to/function-calling.md

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ms.subservice: azure-ai-foundry-openai
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ms.custom: devx-track-python
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ms.topic: how-to
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ms.date: 09/30/2025
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ms.date: 10/07/2025
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manager: nitinme
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---
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### Basic function calling with tools
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* All the models that support parallel function calling
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* `gpt-5-pro` (`2025-10-06`)
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* `codex-mini` (`2025-05-16`)
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* `o3-pro` (`2025-06-10`)
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* `o4-mini` (`2025-04-16`)

articles/ai-foundry/openai/how-to/reasoning.md

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| **[Developer Messages](#developer-messages)** ||||||
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| **[Structured Outputs](./structured-outputs.md)** ||||||
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| **[Context Window](../concepts/models.md#o-series-models)** | 400,000 <br><br>Input: 272,000 <br> Output: 128,000 | 400,000 <br><br>Input: 272,000 <br> Output: 128,000 | 400,000 <br><br>Input: 272,000 <br> Output: 128,000 | 400,000 <br><br> Input: 272,000 <br> Output: 128,000 | 400,000 <br><br> Input: 272,000 <br> Output: 128,000 |
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| **[Reasoning effort](#reasoning-effort)** | - |||||
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| **[Reasoning effort](#reasoning-effort)** | -<sup>4</sup>|||||
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| **[Image input](./gpt-with-vision.md)** ||||||
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| Chat Completions API | - | - ||||
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| Responses API ||||||
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| Functions/Tools ||||||
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| Parallel Tool Calls<sup>1</sup> |- |||||
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| `max_completion_tokens` <sup>2</sup> | - | - ||||
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| System Messages <sup>3</sup> ||||||
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| [Reasoning summary](#reasoning-summary) | - |||||
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| [Reasoning summary](#reasoning-summary) | |||||
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| Streaming |- |||||
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<sup>1</sup> Parallel tool calls are not supported when `reasoning_effort` is set to `minimal`<br><br>
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<sup>2</sup> Reasoning models will only work with the `max_completion_tokens` parameter when using the Chat Completions API. Use `max_output_tokens` with the Responses API. <br><br>
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<sup>3</sup> The latest reasoning models support system messages to make migration easier. You should not use both a developer message and a system message in the same API request.<br><br>
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<sup>4</sup> `gpt-5-pro` only supports `reasoning_effort` `high`, this is the default value even when not explicitly passed to the model.
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### NEW GPT-5 reasoning features
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articles/ai-foundry/openai/how-to/responses.md

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### Model support
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- `gpt-5-pro` (Version: `2025-10-06`)
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- `gpt-5-codex` (Version: `2025-09-11`)
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- `gpt-5` (Version: `2025-08-07`)
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- `gpt-5-mini` (Version: `2025-08-07`)

articles/ai-foundry/openai/how-to/structured-outputs.md

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ms.topic: how-to
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ms.date: 06/17/2025
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ms.date: 10/07/2025
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author: mrbullwinkle
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## Supported models
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- `gpt-5-pro` version `2025-10-06`
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- `gpt-5-codex` version `2025-09-11`
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- `gpt-5` version `2025-08-07`
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- `gpt-5-mini` version `2025-08-07`

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

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| `gpt-5-nano` (2025-08-07) | See the [models table](#model-summary-table-and-region-availability).|
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| `gpt-5-chat` (2025-08-07) | See the [models table](#model-summary-table-and-region-availability).|
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| `gpt-5-codex` (2025-09-11) | East US2 (Global Standard) and Sweden Central (Global Standard) |
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| `gpt-5-pro` (2025-10-06) | East US2 (Global Standard) and Sweden Central (Global Standard) |
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- **[Registration is required for access to the gpt-5 & gpt-5-codex models](https://aka.ms/oai/gpt5access).**
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| `gpt-5-nano` (2025-08-07) | - [Reasoning](../how-to/reasoning.md) <br> - Chat Completions API. <br> - [Responses API](../how-to/responses.md). <br> - Structured outputs.<br> - Text and image processing. <br> - Functions, tools, and parallel tool calling. <br> - [Full summary of capabilities](../how-to/reasoning.md). | 400,000<br><br>Input: 272,000<br>Output: 128,000 | 128,000 | May 31, 2024 |
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| `gpt-5-chat` (2025-08-07)<br>**Preview** | - Chat Completions API. <br> - [Responses API](../how-to/responses.md). <br> - **Input**: Text/Image <br> - **Output**: Text only | 128,000 | 16,384 | October 24, 2024 |
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| `gpt-5-codex` (2025-09-11) | - [Responses API](../how-to/responses.md) only. <br> - **Input**: Text/Image <br> - **Output**: Text only <br> - Structured outputs.<br> - Text and image processing. <br> - Functions, tools, and parallel tool calling. <br> - [Full summary of capabilities](../how-to/reasoning.md)<br> - Optimized for [Codex CLI & Codex VS Code extension](../how-to/codex.md) | 400,000<br><br>Input: 272,000<br>Output: 128,000 | 128,000 | - |
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| `gpt-5-pro` (2025-10-06) | - [Reasoning](../how-to/reasoning.md) <br> - [Responses API](../how-to/responses.md). <br> - Structured outputs.<br> - Text and image processing. <br> - Functions and tools <br> - [Full summary of capabilities](../how-to/reasoning.md). | 400,000<br><br>Input: 272,000<br>Output: 128,000 | 128,000 | September 30, 2024 |
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## gpt-oss
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