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Merge branch 'diberry/1022-js-entra-use-your-data' of https://github.com/diberry/azure-ai-docs-pr into diberry/1022-js-entra-use-your-data
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‎.openpublishing.redirection.json‎

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"source_path_from_root": "/articles/search/search-howto-create-indexers.md",
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"redirect_url": "/azure/search/search-how-to-create-indexers",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/search/search-howto-dotnet-sdk.md",
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"redirect_url": "/azure/search/search-how-to-dotnet-sdk",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/search/search-howto-index-csv-blobs.md",
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"redirect_url": "/azure/search/search-how-to-index-csv-blobs",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/search/search-howto-large-index.md",
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"redirect_url": "/azure/search/search-how-to-large-index",
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"redirect_document_id": false
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}
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]
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}

‎articles/ai-services/.openpublishing.redirection.ai-services.json‎

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"source_path_from_root": "/articles/ai-services/speech-service/video-translation-studio.md",
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"redirect_url": "/azure/ai-services/speech-service/video-translation-get-started",
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"redirect_document_id": true
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},
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{
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"source_path_from_root": "/articles/ai-services/qnamaker/how-to/migrate-to-openai.md",
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"redirect_url": "/azure/ai-services/qnamaker/overview/overview",
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"redirect_document_id": true
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},
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{
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"source_path_from_root": "/articles/ai-services/language-service/question-answering/how-to/azure-openai-integration.md",
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"redirect_url": "/azure/ai-services/language-service/question-answering/overview",
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"redirect_document_id": true
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}
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]
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}

‎articles/ai-services/computer-vision/how-to/identity-access-token.md‎

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This guide shows you how to generate the access tokens, if you're an approved ISV, and how to use the tokens if you're a client.
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The limited access token feature is a part of the existing Azure AI Services token service. We have added a new operation for the purpose of bypassing the Limited Access gate for approved scenarios. Only ISVs that pass the gating requirements will be given access to this feature.
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The limited access token feature is a part of the existing Azure AI Services token service. We have added a new operation for the purpose of bypassing the Limited Access gate for approved scenarios.
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> [!IMPORTANT]
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> Only ISVs that pass the gating requirements will be given access to this feature. To request approval, contact [[email protected]](mailto:[email protected]).
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## Example use case
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-H 'Ocp-Apim-Subscription-Key: <isv-face-key>' \
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-H 'Content-Type: application/json' \
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-d '{
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"resourceId": "/subscriptions/<subscription-id>/resourceGroups/<resource-group-name>/providers/Microsoft.CognitiveServices/accounts/<face-resource-name>",
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"targetAzureResourceId": "/subscriptions/<subscription-id>/resourceGroups/<resource-group-name>/providers/Microsoft.CognitiveServices/accounts/<face-resource-name>",
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"featureFlags": ["Face.Identification", "Face.Verification"]
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}'
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```

‎articles/ai-services/computer-vision/includes/quickstarts-sdk/identity-java-sdk.md‎

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<dependency>
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<groupId>com.azure</groupId>
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<artifactId>azure-ai-vision-face</artifactId>
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<version>1.0.0-beta.1</version>
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</dependency>
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<!-- https://mvnrepository.com/artifact/org.apache.httpcomponents/httpclient -->
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<dependency>
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<groupId>org.apache.httpcomponents</groupId>
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<artifactId>httpclient</artifactId>
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<version>4.5.13</version>
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</dependency>
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<!-- https://mvnrepository.com/artifact/com.google.code.gson/gson -->
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<dependency>
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<groupId>com.google.code.gson</groupId>
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<artifactId>gson</artifactId>
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<version>2.11.0</version>
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<version>1.0.0-beta.2</version>
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</dependency>
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</dependencies>
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</project>

‎articles/ai-services/computer-vision/overview-identity.md‎

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The liveness detection solution successfully defends against a variety of spoof types ranging from paper printouts, 2d/3d masks, and spoof presentations on phones and laptops. Liveness detection is an active area of research, with continuous improvements being made to counteract increasingly sophisticated spoofing attacks over time. Continuous improvements will be rolled out to the client and the service components over time as the overall solution gets more robust to new types of attacks.
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Our liveness detection solution meets iBeta Level 1 and 2 ISO/IEC 30107-3 compliance.
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Our liveness detection solution meets [iBeta Level 1 and 2 ISO/IEC 30107-3](https://www.ibeta.com/iso-30107-3-presentation-attack-detection-confirmation-letters/#letters) compliance.
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Tutorial
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- [Face liveness Tutorial](Tutorials/liveness.md)

‎articles/ai-services/computer-vision/tutorials/liveness.md‎

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var sessionClient = new FaceSessionClient(endpoint, credential);
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var createContent = new CreateLivenessSessionContent(LivenessOperationMode.Passive)
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var createContent = new CreateLivenessWithVerifySessionContent(LivenessOperationMode.Passive)
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{
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DeviceCorrelationId = "723d6d03-ef33-40a8-9682-23a1feb7bccd"
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};
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.credential(new AzureKeyCredential(accountKey))
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.buildClient();
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CreateLivenessSessionContent parameters = new CreateLivenessSessionContent(LivenessOperationMode.PASSIVE)
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CreateLivenessWithVerifySessionContent parameters = new CreateLivenessWithVerifySessionContent(LivenessOperationMode.PASSIVE)
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.setDeviceCorrelationId("723d6d03-ef33-40a8-9682-23a1feb7bccd")
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.setSendResultsToClient(false);
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reference_image_content = fd.read()
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created_session = await face_session_client.create_liveness_with_verify_session(
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CreateLivenessSessionContent(
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CreateLivenessWithVerifySessionContent(
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liveness_operation_mode=LivenessOperationMode.PASSIVE,
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device_correlation_id="723d6d03-ef33-40a8-9682-23a1feb7bccd",
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),

‎articles/ai-services/content-safety/concepts/custom-categories.md‎

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## How it works
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#### [Custom categories (standard) API](#tab/standard)
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### [Custom categories (standard) API](#tab/standard)
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The Azure AI Content Safety custom categories feature uses a multi-step process for creating, training, and using custom content classification models. Here's a look at the workflow:
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‎articles/ai-services/content-safety/includes/storage-account-access.md‎

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---
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Next, you need to give your Content Safety resource access to read from the Azure Storage resource. Enable system-assigned Managed identity for the Azure AI Content Safety instance and assign the role of **Storage Blob Data Contributor/Owner/Reader** to the identity:
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Next, you need to give your Content Safety resource access to read from the Azure Storage resource. Enable system-assigned Managed identity for the Azure AI Content Safety instance and assign the role of **Storage Blob Data Contributor/Owner** to the identity:
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> [!IMPORTANT]
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> **Only Storage Blob Data Contributor or Storage Blob Data Owner are valid roles to proceed.**
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1. Enable managed identity for the Azure AI Content Safety instance.
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‎articles/ai-services/content-safety/overview.md‎

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## Service limits
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> [!CAUTION]
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> **Deprecation Notice**
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>
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> As part of Content Safety versioning and lifecycle management, we are announcing the deprecation of certain Public Preview and GA versions of our service APIs. Following our deprecation policy:
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> * **Public Preview versions**: Each new Public Preview version will trigger the deprecation of the previous preview version after a 90-day period, provided no breaking changes are introduced.
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> * **GA versions**: When a new GA version is released, the prior GA version will be deprecated after a 90-day period if compatibility is maintained.
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>
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> See the [What's new](./whats-new.md) page for upcoming deprecations.
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### Input requirements
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### Region availability
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To use the Content Safety APIs, you must create your Azure AI Content Safety resource in a supported region. Currently, the Content Safety features are available in the following Azure regions:
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| Region | Moderation APIs (text and image) | Moderation APIs (multimodal) (preview) | Prompt Shields | Protected material detection for Text | Protected material detection for Code | Groundedness detection (preview) | Custom categories (rapid) (preview) | Custom categories (standard) (preview) |
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|--|-|---|-|--|---|-|-|---|
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| Australia East | ✅ | | ✅ | ✅ | ✅ | | ✅ | ✅|
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| Brazil South | ✅ | | ✅| ✅ | | | | |
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| Canada Central |✅ | | ✅ |✅ | | | | |
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| Central India | | | ✅ | ✅ | | | | |
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| Canada East | ✅ | | ✅ | ✅ | ✅ | | ✅ | |
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| Central US | ✅ | | | ✅ | ✅ | | ✅ | |
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| East US | ✅ |✅| ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| East US 2 | ✅ | | ✅ | ✅ | ✅ | ✅| ✅ | |
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| France Central | ✅ | | ✅ | ✅ | ✅ | | ✅ | |
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| Germany West Central|✅| | ✅| ✅ | | | | |
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| India North | | |✅ |✅ | | | | |
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| Italy North | ✅ | | ✅| ✅ | | | | |
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| Japan East | ✅ | | ✅ | ✅ | ✅ | | ✅ | |
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| Japan West | | | | | ✅ | | ✅ | |
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| Korea Central | ✅ | | | | | | | |
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| North Central US | ✅ | | ✅ | ✅ | ✅ | | ✅ | |
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| Norway East |✅ | | | | | | | |
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| Poland Central | ✅ | | ✅ | ✅ | ✅ | | ✅ | |
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| South Africa North| ✅| | ✅ | ✅ | ✅ | | | |
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| South Central US | ✅ | | | | ✅ | | ✅ | |
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| South East Asia | | | ✅ | ✅ | | | ✅ | |
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| South India | ✅ | | | ✅ | ✅ | | ✅ | |
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| Sweden Central | ✅ | | ✅ | ✅ | ✅ | ✅| ✅ | |
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| Switzerland North | ✅ | | ✅ | ✅ | | | ✅ | ✅ |
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| Switzerland West | ✅ | | ✅ | ✅ | | | ✅ | ✅ |
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| UAE North | ✅ | | | | | | | |
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| UK South | ✅ | | ✅ | ✅ | | | ✅ | |
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| West Europe | ✅ |✅| ✅ | ✅ | ✅ | | ✅ | |
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| West US | | | ✅ | ✅ | ✅ | | ✅ | |
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| West US 2 | ✅ | | ✅ | ✅ | ✅ | | ✅ | |
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| West US 3 | ✅ | | ✅ | ✅ | ✅ | | ✅ | |
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| USGov Arizona | ✅ | | ✅ | ✅ | | | | |
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| USGov Virginia | ✅ | | ✅ | ✅ | | | | |
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To use the Content Safety APIs, you must create your Azure AI Content Safety resource in a supported region. Currently, the Content Safety features are available in the following Azure regions with different API versions:
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| Region | Custom Category | Groundedness | Image | Multimodal(Image with Tex) | Incident Response | Prompt Shield | Protected Material (Text) | Protected Material (Code) | Text | Unified API |
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|--------------------|--------------------|--------------------|-------|-----------------|-------------------|---------------|---------------------------|---------------------------|------|-------------|
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| Australia East | ✅ | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| Canada East | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| Central US | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| East US | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| East US 2 | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| France Central | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| Japan East | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| North Central US | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| Poland Central | | | ✅ | | | ✅ | ✅ | ✅ | ✅ | ✅ |
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| South Central US | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| South India | | | ✅ | | ✅ | | ✅ | ✅ | ✅ | ✅ |
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| Sweden Central | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| Switzerland North | ✅ | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| Switzerland West | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | |
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| UAE North | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | |
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| UK South | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| West Europe | | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| West US | | ✅ | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| West US 2 | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| West US 3 | | | ✅ | | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| FairFax - USGovArizona| | | ✅ | | | ✅ | ✅ | | ✅ | ✅ |
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| FairFax - USGovVirginia| | | ✅ | | | ✅ | ✅ | | ✅ | ✅ |
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Feel free to [contact us](mailto:[email protected]) if your business needs other regions to be available.
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