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articles/aks/azure-netapp-files.md

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You can take advantage of Astra Trident's Container Storage Interface (CSI) driver for Azure NetApp Files to abstract underlying details and create, expand, and snapshot volumes on-demand. Also, using Astra Trident enables you to use [Astra Control Service][astra-control-service] built on top of Astra Trident. Using the Astra Control Service, you can backup, recover, move, and manage the application-data lifecycle of your AKS workloads across clusters within and across Azure regions to meet your business and service continuity needs.
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[!INCLUDE [open source disclaimer](./includes/open-source-disclaimer.md)]
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## Before you begin
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The following considerations apply when you use Azure NetApp Files:

articles/aks/concepts-ai-ml-language-models.md

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For more information, see [Deploy an AI model on AKS with the AI toolchain operator][ai-toolchain-operator]. To get started with a range of supported small and large language models for your inference workflows, see the [KAITO model GitHub repository][kaito-repo].
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[!INCLUDE [open source disclaimer](./includes/open-source-disclaimer.md)]
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## Next steps
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To learn more about containerized AI and machine learning workloads on AKS, see the following articles:

articles/aks/concepts-fine-tune-language-models.md

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For guidance on getting started with fine-tuning on KAITO, see the [Kaito Tuning Workspace API documentation][kaito-fine-tuning]. To learn more about deploying language models with KAITO in your AKS clusters, see the [KAITO model GitHub repository][kaito-repo].
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[!INCLUDE [open source disclaimer](./includes/open-source-disclaimer.md)]
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## Next steps
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To learn more about containerized AI and machine learning workloads on AKS, see the following articles:
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---
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ms.service: azure-kubernetes-service
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ms.topic: include
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ms.date: 07/22/2024
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author: nickomang
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ms.author: nickoman
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---
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> [!IMPORTANT]
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> Open-source software is mentioned throughout AKS documentation and samples. Software you deploy is excluded from AKS service-level agreements, limited warranty, and Azure support. As you utilize open-source technology alongside AKS, consult the support options available from the respective communities and project maintainers to develop a plan.
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>
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> For example, Ray's [GitHub repository](https://github.com/ray-project/ray?tab=readme-ov-file#getting-involved) describes several platforms that vary in response time, purpose, and support level.
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>
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> Microsoft takes responsibility for building the open-source packages we deploy on AKS. That responsibility includes having complete ownership of the build, scan, sign, validate, and hotfix process, as well as control over the binaries in container images. For more details, see [Vulnerability management for AKS](./concepts-vulnerability-management.md#aks-container-images) and [AKS support coverage](/.support-policies#aks-support-coverage).

articles/aks/integrations.md

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There are many open-source and third-party integrations you can install on your AKS cluster. The [AKS support policy][aks-support-policy] doesn't support the following open-source and third-party integrations.
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[!INCLUDE [open source disclaimer](./includes/open-source-disclaimer.md)]
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| Name | Description | More details |
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|---|---|---|
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| [Helm][helm] | An open-source packaging tool that helps you install and manage the lifecycle of Kubernetes applications. | [Quickstart: Develop on Azure Kubernetes Service (AKS) with Helm][helm-qs] |

articles/aks/keda-integrations.md

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> [!IMPORTANT]
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> External scalers *aren't supported as part of the add-on* and rely on community support.
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[!INCLUDE [open source disclaimer](./includes/open-source-disclaimer.md)]
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## Next steps
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* [Enable the KEDA add-on with an ARM template][keda-arm]

articles/aks/node-updates-kured.md

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> [!NOTE]
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> `Kured` is an open-source project in the Cloud Native Computing Foundation. Please direct issues to the [kured GitHub][kured]. Additional support can be found in the #kured channel on [CNCF Slack](https://slack.cncf.io).
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[!INCLUDE [open source disclaimer](./includes/open-source-disclaimer.md)]
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## Before you begin
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You need the Azure CLI version 2.0.59 or later installed and configured. Run `az --version` to find the version. If you need to install or upgrade, see [Install Azure CLI][install-azure-cli].

articles/aks/use-flyte.md

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For more information, see [Introduction to Flyte][flyte].
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[!INCLUDE [open source disclaimer](./includes/open-source-disclaimer.md)]
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## Flyte use cases
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Flyte can be used for a variety of use cases, including:

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