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Merge pull request #273809 from cloga/lochen/multi-container-runtime
remove preview limitations
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articles/machine-learning/prompt-flow/how-to-create-manage-runtime.md

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### Update a compute instance runtime on a runtime page
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We regularly update our base image (`mcr.microsoft.com/azureml/promptflow/promptflow-runtime-stable`) to include the latest features and bug fixes. We recommend that you update your runtime to the [latest version](https://mcr.microsoft.com/v2/azureml/promptflow/promptflow-runtime-stable/tags/list) if possible.
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We regularly update our base image (`mcr.microsoft.com/azureml/promptflow/promptflow-runtime`) to include the latest features and bug fixes. We recommend that you update your runtime to the [latest version](https://mcr.microsoft.com/v2/azureml/promptflow/promptflow-runtime/tags/list) if possible.
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Every time you open the page for runtime details, we check whether there are new versions of the runtime. If new versions are available, a notification appears at the top of the page. You can also manually check the latest version by selecting the **Check version** button.
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articles/machine-learning/prompt-flow/how-to-customize-environment-runtime.md

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> - Make sure to meet the [prerequisites](../how-to-manage-environments-v2.md#prerequisites) for creating environment.
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> - Ensure you have [connected to your workspace](../how-to-manage-environments-v2.md?#connect-to-the-workspace).
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> [!IMPORTANT]
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> Prompt flow is **not supported** in the workspace which has data isolation enabled. The enableDataIsolation flag can only be set at the workspace creation phase and can't be updated.
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>
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>Prompt flow is **not supported** in the project workspace which was created with a workspace hub. The workspace hub is a private preview feature.
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```shell
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az login # if not already authenticated
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ml_client = MLClient.from_config(credential=credential)
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image = ImageSettings(reference='mcr.microsoft.com/azureml/promptflow/promptflow-runtime:<newest_version>')
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image = ImageSettings(reference='mcr.microsoft.com/azureml/promptflow/promptflow-runtime-stable:<newest_version>')
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endpoints = [EndpointsSettings(published=8081, target=8080)]
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app = CustomApplications(name='promptflow-runtime',endpoints=endpoints,bind_mounts=[],image=image,environment_variables={})

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