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articles/ai-studio/how-to/develop/create-hub-project-sdk.md

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@@ -82,16 +82,17 @@ After creating your own AI Services, you can connect it to your hub.
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# [Python SDK](#tab/python)
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First, create a connection to ml_client that includes your hub as the workspace_name:
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1. Create a connection to `ml_client` that includes your hub as the workspace_name:
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Provide your subscription details:
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[!notebook-python[](~/azureml-examples-main/sdk/python/resources/connections/connections.ipynb?name=details)]
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* Provide your subscription details:
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[!notebook-python[](~/azureml-examples-main/sdk/python/resources/connections/connections.ipynb?name=details)]
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Get a handle to the hub:
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* Get a handle to the hub:
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[!notebook-python[](~/azureml-examples-main/sdk/python/resources/connections/connections.ipynb?name=ml_client)]
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[!notebook-python[](~/azureml-examples-main/sdk/python/resources/connections/connections.ipynb?name=ml_client)]
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Now use ml_client to create the connection to your AI Services:
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2. Use `ml_client` to create the connection to your AI Services:
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```python
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from azure.ai.ml.entities import AzureAIServicesConnection
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You can also create a hub using existing resources such as Azure Storage and Azure Key Vault. In the following examples, replace the example string values with your own values:
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> [!TIP]
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> You can retrieve the resource ID of the storage account and key vault from the Azure Portal by going to the resource's overview and selecting __JSON view__. The resource ID is located in the __id__ field. You can also use the Azure CLI to retrieve the resource ID. For example, `az storage account show --name {my_storage_account_name} --query "id"` and `az keyvault show --name {my_key_vault_name} --query "id"`.
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> You can retrieve the resource ID of the storage account and key vault from the Azure portal by going to the resource's overview and selecting __JSON view__. The resource ID is located in the __id__ field. You can also use the Azure CLI to retrieve the resource ID. For example, `az storage account show --name {my_storage_account_name} --query "id"` and `az keyvault show --name {my_key_vault_name} --query "id"`.
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# [Python SDK](#tab/python)
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