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articles/ai-services/openai/includes/assistants-python.md

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Install the OpenAI Python client library with:
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```console
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pip install openai
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pip install openai==v1.20.0
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```
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> [!NOTE]
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> Azure OpenAI does not yet support Assistants V2. Please use the v1.20.0 release of the OpenAI Python library until V2 support is available.
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> [!NOTE]
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> This library is maintained by OpenAI. Refer to the [release history](https://github.com/openai/openai-python/releases) to track the latest updates to the library.
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articles/aks/custom-node-configuration.md

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## Next steps
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- Learn [how to configure your AKS cluster](cluster-configuration.md).
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- Learn [how to configure your AKS cluster](./concepts-clusters-workloads.md).
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- Learn how [upgrade the node images](node-image-upgrade.md) in your cluster.
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- See [Upgrade an Azure Kubernetes Service (AKS) cluster](upgrade-cluster.md) to learn how to upgrade your cluster to the latest version of Kubernetes.
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- See the list of [Frequently asked questions about AKS](faq.md) to find answers to some common AKS questions.

articles/azure-functions/functions-reference-python.md

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Azure Functions integrates well with [Azure Cosmos DB](../cosmos-db/introduction.md) for many [use cases](../cosmos-db/use-cases.md), including IoT, ecommerce, gaming, etc.
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For example, for [event sourcing](https://learn.microsoft.com/azure/architecture/patterns/event-sourcing), the two services are integrated to power event-driven architectures using Azure Cosmos DB's [change feed](../cosmos-db/change-feed.md) functionality. The change feed provides downstream microservices the ability to reliably and incrementally read inserts and updates (for example, order events). This functionality can be leveraged to provide a persistent event store as a message broker for state-changing events and drive order processing workflow between many microservices (which can be implemented as [serverless Azure Functions](https://azure.com/serverless)).
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For example, for [event sourcing](/azure/architecture/patterns/event-sourcing), the two services are integrated to power event-driven architectures using Azure Cosmos DB's [change feed](../cosmos-db/change-feed.md) functionality. The change feed provides downstream microservices the ability to reliably and incrementally read inserts and updates (for example, order events). This functionality can be leveraged to provide a persistent event store as a message broker for state-changing events and drive order processing workflow between many microservices (which can be implemented as [serverless Azure Functions](https://azure.com/serverless)).
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:::image type="content" source="../cosmos-db/media/use-cases/event-sourcing.png" alt-text="Azure Cosmos DB ordering pipeline reference architecture" border="false":::
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articles/azure-monitor/logs/azure-ad-authentication-logs.md

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1. [Disable local authentication for Log Analytics workspaces](#disable-local-authentication-for-log-analytics-workspaces).
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1. Ensure that only authenticated telemetry is ingested in your Application Insights resources with [Microsoft Entra authentication for Application Insights (preview)](../app/azure-ad-authentication.md).
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2. Follow [best practices for using Entra authentication](https://learn.microsoft.com/entra/identity/managed-identities-azure-resources/managed-identity-best-practice-recommendations).
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2. Follow [best practices for using Entra authentication](/entra/identity/managed-identities-azure-resources/managed-identity-best-practice-recommendations).
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## Prerequisites
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articles/communication-services/quickstarts/voice-video-calling/get-started-teams-interop-group-calls.md

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## Get the Teams user IDs
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The Teams user IDs can be retrieved using Graph APIs, which is detailed in [Graph documentation](https://learn.microsoft.com/graph/api/user-get?view=graph-rest-1.0&tabs=http).
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The Teams user IDs can be retrieved using Graph APIs, which is detailed in [Graph documentation](/graph/api/user-get?tabs=http).
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```console
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https://graph.microsoft.com/v1.0/me

articles/container-apps/quotas.md

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The following quotas are on a per subscription basis for Azure Container Apps.
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You can [request a quota increase in the Azure portal](https://learn.microsoft.com/azure/quotas/quickstart-increase-quota-portal).
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You can [request a quota increase in the Azure portal](/azure/quotas/quickstart-increase-quota-portal).
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The *Is Configurable* column in the following tables denotes a feature maximum may be increased. For more information, see [how to request a limit increase](faq.yml#how-can-i-request-a-quota-increase-).
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For more information regarding quotas, see the [Quotas roadmap](https://github.com/microsoft/azure-container-apps/issues/503) in the Azure Container Apps GitHub repository.
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> [!NOTE]
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> For GPU enabled workload profiles, you need to request capacity via a [request for a quota increase in the Azure portal](https://learn.microsoft.com/azure/quotas/quickstart-increase-quota-portal).
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> For GPU enabled workload profiles, you need to request capacity via a [request for a quota increase in the Azure portal](/azure/quotas/quickstart-increase-quota-portal).
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> [!NOTE]
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> [Free trial](https://azure.microsoft.com/offers/ms-azr-0044p) and [Azure for Students](https://azure.microsoft.com/free/students/) subscriptions are limited to one environment per subscription globally and ten (10) cores per environment.

articles/data-factory/create-shared-self-hosted-integration-runtime-powershell.md

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This guide shows you how to create a shared self-hosted integration runtime in Azure Data Factory. Then you can use the shared self-hosted integration runtime in another data factory.
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> [!NOTE]
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> As you share your self hosted integration runtime among more data factories, increased workload can sometimes lead to longer queue times. If queue times become excessive, you can scale up your node or scale out by adding additional nodes. You can add up to 4 nodes.
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## Create a shared self-hosted integration runtime in Azure Data Factory
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You can reuse an existing self-hosted integration runtime infrastructure that you already set up in a data factory. This reuse lets you create a linked self-hosted integration runtime in a different data factory by referencing an existing shared self-hosted IR.

articles/data-factory/whats-new.md

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Check out our [What's New video archive](https://www.youtube.com/playlist?list=PLt4mCx89QIGS1rQlNt2-7iuHHAKSomVLv) for all of our monthly update videos.
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## March 2024
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### Data movement
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- PostgreSQL Connector available for Copy activity with improved native PostgreSQL support and better copy performance. [Learn more](connector-postgresql.md)
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- Google BigQuery Connector available for Copy activity with improved native support and better copy performance. [Learn more](connector-google-bigquery.md)
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- Snowflake Connector available for Copy activity with support for Basic and Key pair authentication for both source and sink. [Learn more](connector-snowflake.md)
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- New connectors available for Microsoft Fabric Warehouse, for Copy, Lookup, Get Metadata, Script and Stored procedure activities. [Learn more](connector-microsoft-fabric-warehouse.md)
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## February 2024
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### Data movement
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We added native UI support of parameterization for the following linked services: SAP HANA; MariaDB; Google BigQuery. [Learn more](parameterize-linked-services.md#supported-linked-service-types)
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- Mysql Connector driver upgrade available for Copy activity. [Learn more](connector-mysql.md)
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- MariaDB Connector driver upgrade available for Copy activity. [Learn more](connector-mariadb.md)
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- We added native UI support of parameterization for the following linked services: SAP HANA; MariaDB; Google BigQuery. [Learn more](parameterize-linked-services.md#supported-linked-service-types)
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## January 2024
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articles/iot-edge/support.md

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| [Ubuntu 22.04 <sup>2</sup>](https://wiki.ubuntu.com/JammyJellyfish/ReleaseNotes) | | ![Ubuntu 22.04 + ARM32v7](./media/support/green-check.png) | | [June 2027](https://wiki.ubuntu.com/Releases) |
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| [Ubuntu Core <sup>3</sup>](https://snapcraft.io/azure-iot-edge) | | ![Ubuntu Core + AMD64](./media/support/green-check.png) | ![Ubuntu Core + ARM64](./media/support/green-check.png) | [April 2027](https://ubuntu.com/about/release-cycle) |
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| [Wind River 8](https://docs.windriver.com/category/os-wind_river_linux) | ![Wind River 8 + AMD64](./media/support/green-check.png) | | | |
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| [Yocto](https://www.yoctoproject.org/)<br>For Yocto issues, open a [GitHub issue](https://github.com/Azure/meta-iotedge/issues) | ![Yocto + AMD64](./media/support/green-check.png) | ![Yocto + ARM32v7](./media/support/green-check.png) | ![Yocto + ARM64](./media/support/green-check.png) | [April 2024](https://wiki.yoctoproject.org/wiki/Releases) |
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| Raspberry Pi OS Buster | | ![Raspberry Pi OS Buster + ARM32v7](./media/support/green-check.png) | ![Raspberry Pi OS Buster + ARM64](./media/support/green-check.png) | |
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| [Yocto (Kirkstone)](https://www.yoctoproject.org/)<br>For Yocto issues, open a [GitHub issue](https://github.com/Azure/meta-iotedge/issues) | ![Yocto + AMD64](./media/support/green-check.png) | ![Yocto + ARM32v7](./media/support/green-check.png) | ![Yocto + ARM64](./media/support/green-check.png) | [April 2024](https://wiki.yoctoproject.org/wiki/Releases) |
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| Raspberry Pi OS Buster | | ![Raspberry Pi OS Buster + ARM32v7](./media/support/green-check.png) | ![Raspberry Pi OS Buster + ARM64](./media/support/green-check.png) | [June 2024](https://wiki.debian.org/LTS) |
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<sup>1</sup> With the release of 1.3, there are new system calls that cause crashes in Debian 10. To see the workaround, view the [Known issue: Debian 10 (Buster) on ARMv7](https://github.com/Azure/azure-iotedge/releases) section of the 1.3 release notes for details.
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articles/key-vault/general/troubleshooting-access-issues.md

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Give the AD group permissions to your key vault using the Azure CLI `az keyvault set-policy` command, or the Azure PowerShell Set-AzKeyVaultAccessPolicy cmdlet. See [Assign an access policy - CLI](assign-access-policy-cli.md) and [Assign an access policy - PowerShell](assign-access-policy-powershell.md).
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The application also needs at least one Identity and Access Management (IAM) role assigned to the key vault. Otherwise it will not be able to log in and will fail with insufficient rights to access the subscription. Microsoft Entra groups with Managed Identities may require many hours to refresh tokens and become effective. See [Limitation of using managed identities for authorization](https://learn.microsoft.com/entra/identity/managed-identities-azure-resources/managed-identity-best-practice-recommendations#limitation-of-using-managed-identities-for-authorization)
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The application also needs at least one Identity and Access Management (IAM) role assigned to the key vault. Otherwise it will not be able to log in and will fail with insufficient rights to access the subscription. Microsoft Entra groups with Managed Identities may require many hours to refresh tokens and become effective. See [Limitation of using managed identities for authorization](/entra/identity/managed-identities-azure-resources/managed-identity-best-practice-recommendations#limitation-of-using-managed-identities-for-authorization)
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### How can I redeploy Key Vault with ARM template without deleting existing access policies?
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