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fix warning
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articles/machine-learning/prompt-flow/how-to-deploy-for-real-time-inference.md

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@@ -56,13 +56,13 @@ The Prompt flow supports you to deploy endpoints from a flow, or a bulk test run
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In the flow authoring page or run detail page, select **Deploy**.
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**Flow authoring page**:
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**Flow authoring page**:
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:::image type="content" source="./media/how-to-deploy-for-real-time-inference/deploy-flow-authoring-page.png" alt-text="Screenshot of Web Classification on the flow authoring page. " lightbox = "./media/how-to-deploy-for-real-time-inference/deploy-flow-authoring-page.png":::
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:::image type="content" source="./media/how-to-deploy-for-real-time-inference/deploy-flow-authoring-page.png" alt-text="Screenshot of Web Classification on the flow authoring page. " lightbox = "./media/how-to-deploy-for-real-time-inference/deploy-flow-authoring-page.png":::
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**Run detail page**:
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**Run detail page**:
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:::image type="content" source="./media/how-to-deploy-for-real-time-inference/deploy-run-detail-page.png" alt-text="Screenshot of Web Classification on the run detail page. " lightbox = "./media/how-to-deploy-for-real-time-inference/deploy-run-detail-page.png":::
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:::image type="content" source="./media/how-to-deploy-for-real-time-inference/deploy-run-detail-page.png" alt-text="Screenshot of Web Classification on the run detail page. " lightbox = "./media/how-to-deploy-for-real-time-inference/deploy-run-detail-page.png":::
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A wizard for you to configure the endpoint occurs and include following steps.
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@@ -97,7 +97,7 @@ Select the identity you want to use, and you'll notice a warning message to remi
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> - If you created the associated endpoint with **User Assigned Identity**, the user's managed identity must have Storage blob data reader permission on the storage account for the workspace, and AcrPull permission on the Azure Container Registry (ACR) for the workspace. Make sure your User Assigned Identity has the right permission **before the deployment creation**; otherwise, the deployment creation will fail. If you need to create multiple endpoints, it is recommended to use the same user-assigned identity for all endpoints in the same workspace, so that you only need to grant the permissions to the identity once.
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|| System Assigned Identity | User Assigned Identity|
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|Property| System Assigned Identity | User Assigned Identity|
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|---|---|---|
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|| if you select system assigned identity, it will be auto-created by system for this endpoint <br> | created by user. [Learn more about how to create user assigned identities](../../active-directory/managed-identities-azure-resources/how-manage-user-assigned-managed-identities.md#create-a-user-assigned-managed-identity). <br> one user assigned identity can be assigned to multiple endpoints|
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|Pros| Permissions needed to pull image and mount model and code artifacts from workspace storage are auto-granted.| Can be shared by multiple endpoints.|

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