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articles/ai-foundry/includes/hub-connections.md

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@@ -20,12 +20,16 @@ There are various authentication methods for the different connection types. Whe
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[!INCLUDE [Azure Key Vault](~/reusable-content/ce-skilling/azure/includes/ai-services/security/microsoft-entra-id-akv-expanded.md)]
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### Microsoft resource connections
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Connect to other Microsoft resources.
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## [Azure OpenAI](#tab/aoai)
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The following example uses the [AzureOpenAIConnection](/python/api/azure-ai-ml/azure.ai.ml.entities.azureopenaiconnection) class to create an Azure OpenAI in Azure AI Foundry Models connection.
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> [!TIP]
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> To connect to Azure OpenAI and more AI services with one connection, you can use the [AI services connection](#tab/ai-services) instead.
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> To connect to Azure OpenAI and more AI services with one connection, you can use the AI services connection instead.
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```python
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from azure.ai.ml.entities import AzureOpenAIConnection
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ml_client.connections.create_or_update(wps_connection)
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```
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## [Azure Data Lake Storage Gen 2](#tab/adl2)
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## [ADL Gen 2](#tab/adl2)
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The following example creates Azure Data Lake Storage Gen 2 connection. This connection is authenticated with a Service Principal:
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ml_client.connections.create_or_update(workspace_connection=wps_connection)
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```
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---
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### Other connections
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## [Serp](#tab/serp)
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The following example uses the [SerpConnection](/python/api/azure-ai-ml/azure.ai.ml.entities.serpconnection) class:

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