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[Release Branch] [Azure OpenAI] What's new
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articles/ai-services/openai/api-version-deprecation.md

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ms.service: azure-ai-openai
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ms.topic: conceptual
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ms.date: 03/07/2024
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ms.date: 03/12/2024
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author: mrbullwinkle
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This article is to help you understand the support lifecycle for the Azure OpenAI API previews. New preview APIs target a monthly release cadence. Post April 2, 2024, the latest three preview APIs will remain supported while older APIs will no longer be supported.
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> [!NOTE]
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> The `2023-06-01-preview` API will remain supported at this time, as `DALL-E 2` is only available in this API version. `DALL-E 3` is supported in the latest API releases.
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> The `2023-06-01-preview` API will remain supported at this time, as `DALL-E 2` is only available in this API version. `DALL-E 3` is supported in the latest API releases. The `2023-10-01-preview` API will also remain supported at this time.
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## Latest preview API release
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- [Embeddings `encoding_format` and `dimensions` parameters] [**Added in 2024-03-01-preview**]
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- [Assistants API](./assistants-reference.md). [**Added in 2024-02-15-preview**]
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- [DALL-E 3](./dall-e-quickstart.md). [**Added in 2023-12-01-preview**]
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- [Text to speech](./text-to-speech-quickstart.md). [**Added in 2024-02-15-preview**]
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- [DALL-E 3](./dall-e-quickstart.md). [**Added in 2023-12-01-preview**]
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- [Fine-tuning](./how-to/fine-tuning.md) `gpt-35-turbo`, `babbage-002`, and `davinci-002` models.[**Added in 2023-10-01-preview**]
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- [Whisper](./whisper-quickstart.md). [**Added in 2023-09-01-preview**]
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- [Function calling](./how-to/function-calling.md) [**Added in 2023-07-01-preview**]
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- [Retrieval augmented generation with the on your data feature](./use-your-data-quickstart.md). [**Added in 2023-06-01-preview**]
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## Latest GA API release
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Azure OpenAI API version [2024-02-01](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/stable/2024-02-01/inference.json)
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is currently the latest GA API release. This API version is the replacement for the previous`2023-05-15` GA API release.
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This version contains support for the latest GA features like Whisper, DALL-E 3, fine-tuning, on your data, etc. Any preview features that were released after the `2023-12-01-preview` release like Assistants, TTS, certain on your data datasources, are only supported in the latest preview API releases.
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## Retiring soon
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On April 2, 2024 the following API preview releases will be retired and will stop accepting API requests:
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- 2023-07-01-preview
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- 2023-08-01-preview
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- 2023-09-01-preview
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- 2023-10-01-preview
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- 2023-12-01-preview
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To avoid service disruptions, you must update to use the latest preview version before the retirement date.

articles/ai-services/openai/concepts/content-filter.md

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# Content filtering
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> [!IMPORTANT]
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> The content filtering system isn't applied to prompts and completions processed by the Whisper model in Azure OpenAI Service. Learn more about the [Whisper model in Azure OpenAI](models.md#whisper-preview).
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> The content filtering system isn't applied to prompts and completions processed by the Whisper model in Azure OpenAI Service. Learn more about the [Whisper model in Azure OpenAI](models.md#whisper).
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Azure OpenAI Service includes a content filtering system that works alongside core models. This system works by running both the prompt and completion through an ensemble of classification models aimed at detecting and preventing the output of harmful content. The content filtering system detects and takes action on specific categories of potentially harmful content in both input prompts and output completions. Variations in API configurations and application design might affect completions and thus filtering behavior.
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articles/ai-services/openai/concepts/models.md

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description: Learn about the different model capabilities that are available with Azure OpenAI.
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ms.topic: conceptual
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ms.date: 03/12/2024
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ms.custom: references_regions, build-2023, build-2023-dataai, refefences_regions
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| [GPT-3.5](#gpt-35) | A set of models that improve on GPT-3 and can understand and generate natural language and code. |
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| [Embeddings](#embeddings-models) | A set of models that can convert text into numerical vector form to facilitate text similarity. |
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| [DALL-E](#dall-e-models) | A series of models that can generate original images from natural language. |
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| [Whisper](#whisper-models-preview) (Preview) | A series of models in preview that can transcribe and translate speech to text. |
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| [Whisper](#whisper-models) | A series of models in preview that can transcribe and translate speech to text. |
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| [Text to speech](#text-to-speech-models-preview) (Preview) | A series of models in preview that can synthesize text to speech. |
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## GPT-4 and GPT-4 Turbo Preview
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The DALL-E models generate images from text prompts that the user provides. DALL-E 3 is generally available for use with the REST APIs. DALL-E 2 and DALL-E 3 with client SDKs are in preview.
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## Whisper (Preview)
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## Whisper
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The Whisper models, currently in preview, can be used for speech to text.
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The Whisper models, can be used for speech to text.
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You can also use the Whisper model via Azure AI Speech [batch transcription](../../speech-service/batch-transcription-create.md) API. Check out [What is the Whisper model?](../../speech-service/whisper-overview.md) to learn more about when to use Azure AI Speech vs. Azure OpenAI Service.
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You can also use the Whisper model via Azure AI Speech [batch transcription](../../speech-service/batch-transcription-create.md) API. Check out [What is the Whisper model?](../../speech-service/whisper-overview.md) to learn more about when to use Azure AI Speech vs. Azure OpenAI Service.
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## Text to speech (Preview)
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| `gpt-35-turbo` (0125) | North Central US <br> Sweden Central | 16,385 | Sep 2021 |
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### Whisper models (Preview)
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### Whisper models
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| Model ID | Model Availability | Max Request (audio file size) |
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| --- | --- | :---: |
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| `whisper` | North Central US <br> West Europe | 25 MB |
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| `whisper` | East US 2 <br> North Central US <br> Norway East <br> South India <br> Sweden Central <br> West Europe | 25 MB |
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### Text to speech models (Preview)
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articles/ai-services/openai/whats-new.md

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ms.date: 03/12/2024
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# What's new in Azure OpenAI Service
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## March 2024
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### 2024-02-01 general availability (GA) API released
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This is the latest GA API release and is the replacement for the previous `2023-05-15` GA release. This release adds support for the latest Azure OpenAI GA features like Whisper, DALLE-3, fine-tuning, on your data, etc.
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Features that are still in preview such as Assistants, text to speech (TTS), certain on your data datasources, still require a preview API version. For more information check out our [API version lifecycle guide](./api-version-deprecation.md).
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### Whisper general availability (GA)
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The Whisper speech to text model is now GA for both REST and Python. Client library SDKs are currently still in public preview.
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Try out Whisper by following a [quickstart](./whisper-quickstart.md).
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### DALL-E 3 general availability (GA)
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DALL-E 3 image generation model is now GA for both REST and Python. Client library SDKs are currently still in public preview.
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Try out DALL-E 3 by following a [quickstart](./dall-e-quickstart.md).
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### New regional support for DALL-E 3
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You can now access DALL-E 3 with an Azure OpenAI resource in the `East US` or `AustraliaEast` Azure region, in addition to `SwedenCentral`.
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### 2024-03-01-preview API released
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`2024-03-01-preview` has all the same functionality as `2024-02-15-preview` and adds two new parameters for embeddings:
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## February 2024
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### DALL-E 3 general availability
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The REST API for the DALL-E 3 image generation model is now in GA. The client library SDKs are in private preview.
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Try out DALL-E 3 by following a [quickstart](./dall-e-quickstart.md).
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### New regional support for DALL-E 3
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You can now access DALL-E 3 with an Azure OpenAI resource in the `East US` or `AustraliaEast` Azure region, in addition to `SwedenCentral`.
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This model has various improvements, including higher accuracy at responding in requested formats and a fix for a bug which caused a text encoding issue for non-English language function calls.

articles/ai-studio/concepts/content-filtering.md

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Azure AI Studio includes a content filtering system that works alongside core models.
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> [!IMPORTANT]
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> The content filtering system isn't applied to prompts and completions processed by the Whisper model in Azure OpenAI Service. Learn more about the [Whisper model in Azure OpenAI](../../ai-services/openai/concepts/models.md#whisper-preview).
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> The content filtering system isn't applied to prompts and completions processed by the Whisper model in Azure OpenAI Service. Learn more about the [Whisper model in Azure OpenAI](../../ai-services/openai/concepts/models.md).
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This system is powered by [Azure AI Content Safety](../../ai-services/content-safety/overview.md), and works by running both the prompt and completion through an ensemble of classification models aimed at detecting and preventing the output of harmful content. The content filtering system detects and takes action on specific categories of potentially harmful content in both input prompts and output completions. Variations in API configurations and application design might affect completions and thus filtering behavior.
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