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articles/ai-services/document-intelligence/concept-read.md

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> [!NOTE]
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>
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> For extracting text from external images like labels, street signs, and posters, use the [Azure AI Vision v4.0 preview Read](../../ai-services/Computer-vision/concept-ocr.md) feature optimized for general, non-document images with a performance-enhanced synchronous API that makes it easier to embed OCR in your user experience scenarios.
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> For extracting text from external images like labels, street signs, and posters, use the [Azure AI Image Analysis v4.0 Read](../../ai-services/Computer-vision/concept-ocr.md) feature optimized for general, non-document images with a performance-enhanced synchronous API that makes it easier to embed OCR in your user experience scenarios.
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>
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Document Intelligence Read Optical Character Recognition (OCR) model runs at a higher resolution than Azure AI Vision Read and extracts print and handwritten text from PDF documents and scanned images. It also includes support for extracting text from Microsoft Word, Excel, PowerPoint, and HTML documents. It detects paragraphs, text lines, words, locations, and languages. The Read model is the underlying OCR engine for other Document Intelligence prebuilt models like Layout, General Document, Invoice, Receipt, Identity (ID) document, Health insurance card, W2 in addition to custom models.

articles/ai-services/openai/reference.md

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- `2023-08-01-preview` (retiring April 2, 2024) [Swagger spec](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2023-08-01-preview/inference.json)
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- `2023-09-01-preview` (retiring April 2, 2024) [Swagger spec](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2023-09-01-preview/inference.json)
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- `2023-12-01-preview` [Swagger spec](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2023-12-01-preview/inference.json)
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- `2024-02-15-preview`[Swagger spec](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2024-12-15-preview/inference.json)
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- `2024-02-15-preview`[Swagger spec](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/preview/2024-02-15-preview/inference.json)
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**Request body**
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articles/azure-monitor/containers/container-insights-overview.md

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**Does Container Insights support pod sandboxing?**
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Yes, Container Insights supports pod sandboxing through support for Kata Containers. See [Pod Sandboxing (preview) with Azure Kubernetes Service (AKS)](../../aks/use-pod-sandboxing.md).
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**Is it possible for a single AKS cluster to use multiple Log Analytics workspaces in Container Insights?**
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No. Container insights only accepts one Log Analytics Workspace in Container Insights for each AKS cluster.
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## Next steps
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- See [Enable monitoring for Kubernetes clusters](kubernetes-monitoring-enable.md) to enable Managed Prometheus and Container insights on your cluster.

articles/azure-resource-manager/templates/linked-templates.md

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## Template specs
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Instead of maintaining your linked templates at an accessible endpoint, you can create a [template spec](template-specs.md) that packages the main template and its linked templates into a single entity you can deploy. The template spec is a resource in your Azure subscription. It makes it easy to securely share the template with users in your organization. You use Azure role-based access control (Azure RBAC) to grant access to the template spec. This feature is currently in preview.
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Instead of maintaining your linked templates at an accessible endpoint, you can create a [template spec](template-specs.md) that packages the main template and its linked templates into a single entity you can deploy. The template spec is a resource in your Azure subscription. It makes it easy to securely share the template with users in your organization. You use Azure role-based access control (Azure RBAC) to grant access to the template spec.
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For more information, see:
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articles/backup/backup-azure-vms-enhanced-policy.md

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title: Back up Azure VMs with Enhanced policy
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description: Learn how to configure Enhanced policy to back up VMs.
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ms.topic: how-to
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ms.date: 09/14/2023
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ms.date: 02/07/2024
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ms.reviewer: sharrai
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>[!Important]
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>- [Default policy](./backup-during-vm-creation.md#create-a-vm-with-backup-configured) will not support protecting newer Azure offerings, such as [Trusted Launch VM](backup-support-matrix-iaas.md#tvm-backup), [Ultra SSD](backup-support-matrix-iaas.md#vm-storage-support), [Premium SSD v2](backup-support-matrix-iaas.md#vm-storage-support), [Shared disk](backup-support-matrix-iaas.md#vm-storage-support), and Confidential Azure VMs.
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>- Enhanced policy now supports protecting both Ultra SSD (preview) and Premium SSD v2 (preview). To enroll your subscription for these features, fill these forms - [Ultra SSD protection](https://forms.office.com/r/1GLRnNCntU) and [Premium SSD v2 protection](https://forms.office.com/r/h56TpTc773).
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>- Enhanced policy now supports protecting both Ultra SSD and Premium SSD v2.
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>- Backups for VMs having [data access authentication enabled disks](../virtual-machines/windows/download-vhd.md?tabs=azure-portal#secure-downloads-and-uploads-with-azure-ad) will fail.
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You must enable backup of Trusted Launch VM through enhanced policy only. Enhanced policy provides the following features:

articles/backup/backup-support-matrix-iaas.md

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title: Support matrix for Azure VM backups
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description: Get a summary of support settings and limitations for backing up Azure VMs by using the Azure Backup service.
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ms.topic: conceptual
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ms.date: 01/24/2024
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ms.date: 02/07/2024
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ms.service: backup
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Resizing a disk on a protected VM | Supported.
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Shared storage| Backing up VMs by using Cluster Shared Volumes (CSV) or Scale-Out File Server isn't supported. CSV writers are likely to fail during backup. On restore, disks that contain CSV volumes might not come up.
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[Shared disks](../virtual-machines/disks-shared-enable.md) | Not supported.
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<a name="ultra-disk-backup">Ultra disks</a> | Supported with [Enhanced policy](backup-azure-vms-enhanced-policy.md). The support is currently in preview. <br><br> [Supported regions](../virtual-machines/disks-types.md#ultra-disk-limitations). <br><br> - The preview can be tested on any subscription and no enrollment is required. <br><br> - Configuration of Ultra disk protection is supported via Recovery Services vault and via virtual machine blade. <br><br> - Cross-region restore is currently not supported for machines using Ultra disks. <br><br> - GRS type vaults cannot be used for enabling backup. <br><br> - File-level restore is currently not supported for machines using Ultra disks.
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<a name="premium-ssd-v2-backup">Premium SSD v2</a> | Supported with [Enhanced policy](backup-azure-vms-enhanced-policy.md). The support is currently in preview. <br><br> [Supported regions](../virtual-machines/disks-types.md#regional-availability). <br><br> - The preview can be tested on any subscription and no enrollment is required. <br><br> - Configuration of Premium SSD v2 disk protection is supported via Recovery Services vault and via virtual machine blade. <br><br> - Cross-region restore is currently not supported for machines using Premium v2 disks. <br><br> - GRS type vaults cannot be used for enabling backup. <br><br> - File-level restore is currently not supported for machines using Premium SSD v2 disks.
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<a name="ultra-disk-backup">Ultra disks</a> | Supported with [Enhanced policy](backup-azure-vms-enhanced-policy.md). <br><br> [Supported regions](../virtual-machines/disks-types.md#ultra-disk-limitations). <br><br> - Configuration of Ultra disk protection is supported via Recovery Services vault and via virtual machine blade. <br><br> - Cross-region restore is currently not supported for machines using Ultra disks. <br><br> - GRS type vaults cannot be used for enabling backup. <br><br> - File-level restore is currently not supported for machines using Ultra disks.
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<a name="premium-ssd-v2-backup">Premium SSD v2</a> | Supported with [Enhanced policy](backup-azure-vms-enhanced-policy.md). <br><br> [Supported regions](../virtual-machines/disks-types.md#regional-availability). <br><br> - Configuration of Premium SSD v2 disk protection is supported via Recovery Services vault and via virtual machine blade. <br><br> - Cross-region restore is currently not supported for machines using Premium v2 disks and GRS type vaults cannot be used for enabling backup. <br><br> - File-level restore is currently not supported for machines using Premium SSD v2 disks.
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[Temporary disks](../virtual-machines/managed-disks-overview.md#temporary-disk) | Azure Backup doesn't back up temporary disks.
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NVMe/[ephemeral disks](../virtual-machines/ephemeral-os-disks.md) | Not supported.
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[Resilient File System (ReFS)](/windows-server/storage/refs/refs-overview) restore | Supported. Volume Shadow Copy Service (VSS) supports app-consistent backups on ReFS.

articles/open-datasets/dataset-gatk-resource-bundle.md

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[SAS Token](../storage/common/storage-sas-overview.md): ?sv=2020-04-08&si=prod&sr=c&sig=DQxmjB4D1lAfOW9AxIWbXwZx6ksbwjlNkixw597JnvQ%3D
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5. datasetbroadpublic
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South Central US: 'https://datasetpublicbroadrefsc.blob.core.windows.net/dataset'
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[SAS Token](../storage/common/storage-sas-overview.md): ?sv=2023-01-03&st=2024-02-12T19%3A56%3A11Z&se=2029-02-13T19%3A56%3A00Z&sr=c&sp=rl&sig=oGiNUGZ08PaabHVNtIiVEpJ1kcyqcL6ZadQcuN2ns%2FM%3D
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6. datasetbroadpublic
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[SAS Token](../storage/common/storage-sas-overview.md): ?sv=2020-04-08&si=prod&sr=c&sig=u%2Bg2Ab7WKZEGiAkwlj6nKiEeZ5wdoJb10Az7uUwis%2Fg%3D
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South Central US: 'https://datasetbroadpublicsc.blob.core.windows.net/dataset'
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[SAS Token](../storage/common/storage-sas-overview.md): ?sv=2023-01-03&st=2024-02-12T19%3A58%3A33Z&se=2029-02-13T19%3A58%3A00Z&sr=c&sp=rl&sig=C2lDhe1uwu%2FJnC9rbQO65G6%2BdEUQ%2Fl0VheXrlnIQVAs%3D
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Visit the [GATK resource bundle official site](https://gatk.broadinstitute.org/hc/articles/360035890811-Resource-bundle).

articles/open-datasets/dataset-human-reference-genomes.md

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This dataset is stored in the West US 2 and West Central US Azure regions. Allocating compute resources in West US 2 or West Central US is recommended for affinity.
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This dataset is stored in the West US 2, West Central US and South Central US Azure regions. Allocating compute resources in West US 2 or West Central US or South Central US is recommended for affinity.
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South Central US: 'https://datasetreferencegenomesc.blob.core.windows.net/dataset'
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[SAS Token](../storage/common/storage-sas-overview.md): sv=2023-01-03&st=2024-02-12T20%3A07%3A21Z&se=2029-02-13T20%3A07%3A00Z&sr=c&sp=rl&sig=ASZYVyhqLOXKsT%2BcTR8MMblFeI4uZ%2Bnno%2FCnQk2RaFs%3D
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View the rest of the datasets in the [Open Datasets catalog](dataset-catalog.md).

articles/virtual-machines/disks-types.md

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description: Learn about the available Azure disk types for virtual machines, including ultra disks, Premium SSDs v2, Premium SSDs, standard SSDs, and Standard HDDs.
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includes/dev-tunnels/dev-tunnels-service-limits.md

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| Bandwidth | 5 GB per user |
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| Tunnels | 10 per user |
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| HTTP request rate | 1500/min per port |

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