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Azure AI Foundry rebranding (Azure#47720)
* Azure AI Foundry rebranding * Update code snippets * Revert changes to Generated files
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sdk/ai/Azure.AI.Inference/README.md

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# Azure Inference client library for .NET
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The client Library (in preview) does inference, including chat completions, for AI models deployed by [Azure AI Studio](https://ai.azure.com) and [Azure Machine Learning Studio](https://ml.azure.com/). It supports Serverless API endpoints and Managed Compute endpoints (formerly known as Managed Online Endpoints). The client library makes services calls using REST API version `2024-05-01-preview`, as documented in [Azure AI Model Inference API](https://learn.microsoft.com/azure/ai-studio/reference/reference-model-inference-api). For more information see [Overview: Deploy models, flows, and web apps with Azure AI Studio](https://learn.microsoft.com/azure/ai-studio/concepts/deployments-overview).
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The client library (in preview) does inference, including chat completions, for AI models deployed by [Azure AI Foundry](https://ai.azure.com) and [Azure Machine Learning Studio](https://ml.azure.com/). It supports Serverless API endpoints and Managed Compute endpoints (formerly known as Managed Online Endpoints). The client library makes services calls using REST API version `2024-05-01-preview`, as documented in [Azure AI Model Inference API](https://learn.microsoft.com/azure/ai-studio/reference/reference-model-inference-api). For more information see [Overview: Deploy AI models in Azure AI Foundry portal](https://learn.microsoft.com/azure/ai-studio/concepts/deployments-overview).
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Use the model inference client library to:
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### Prerequisites
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* An [Azure subscription](https://azure.microsoft.com/free).
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* An [AI Model from the catalog](https://ai.azure.com/explore/models) deployed through Azure AI Studio.
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* An [AI Model from the catalog](https://ai.azure.com/explore/models) deployed through Azure AI Foundry.
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* To construct the client library, you will need to pass in the endpoint URL. The endpoint URL has the form `https://your-host-name.your-azure-region.inference.ai.azure.com`, where `your-host-name` is your unique model deployment host name and `your-azure-region` is the Azure region where the model is deployed (e.g. `eastus2`).
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* Depending on your model deployment and authentication preference, you either need a key to authenticate against the service, or Entra ID credentials. The key is a 32-character string.
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sdk/ai/Azure.AI.Projects/README.md

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Use the AI Projects client library to:
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* **Develop Agents using the Azure AI Agent Service**, leveraging an extensive ecosystem of models, tools, and capabilities from OpenAI, Microsoft, and other LLM providers. The Azure AI Agent Service enables the building of Agents for a wide range of generative AI use cases. The package is currently in preview.
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* **Enumerate connections** in your Azure AI Studio project and get connection properties. For example, get the inference endpoint URL and credentials associated with your Azure OpenAI connection.
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* **Enumerate connections** in your Azure AI Foundry project and get connection properties. For example, get the inference endpoint URL and credentials associated with your Azure OpenAI connection.
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[Product documentation][product_doc]
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| [Samples][samples]

sdk/ai/Azure.AI.Projects/src/Custom/AIProjectClient.cs

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public partial class AIProjectClient
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{
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/// <summary> Initializes a new instance of AzureAIClient. </summary>
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/// <param name="connectionString">The Azure AI Studio project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="connectionString">The Azure AI Foundry project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="connectionString"/> is null. </exception>
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/// <exception cref="ArgumentException"> <paramref name="connectionString"/> </exception>
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/// <summary>
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/// Initializes a new instance of AzureAIClient.
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/// </summary>
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/// <param name="connectionString">The Azure AI Studio project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="connectionString">The Azure AI Foundry project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <param name="options"> The options for configuring the client. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="connectionString"/> is null. </exception>

sdk/ai/Azure.AI.Projects/src/Custom/Agent/AgentsClient.cs

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public partial class AgentsClient
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{
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/// <summary> Initializes a new instance of AzureAIClient. </summary>
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/// <param name="connectionString">The Azure AI Studio project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="connectionString">The Azure AI Foundry project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="connectionString"/> is null. </exception>
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/// <exception cref="ArgumentException"> <paramref name="connectionString"/> </exception>
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/// <summary>
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/// Initializes a new instance of AzureAIClient.
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/// </summary>
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/// <param name="connectionString">The Azure AI Studio project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="connectionString">The Azure AI Foundry project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <param name="options"> The options for configuring the client. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="connectionString"/> is null. </exception>
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}
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/// <summary> Initializes a new instance of AzureAIClient. </summary>
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/// <param name="endpoint"> The Azure AI Studio project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="endpoint"> The Azure AI Foundry project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="subscriptionId"> The Azure subscription ID. </param>
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/// <param name="resourceGroupName"> The name of the Azure Resource Group. </param>
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/// <param name="projectName"> The Azure AI Studio project name. </param>
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/// <param name="projectName"> The Azure AI Foundry project name. </param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="endpoint"/>, <paramref name="subscriptionId"/>, <paramref name="resourceGroupName"/>, <paramref name="projectName"/> or <paramref name="credential"/> is null. </exception>
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/// <exception cref="ArgumentException"> <paramref name="subscriptionId"/>, <paramref name="resourceGroupName"/> or <paramref name="projectName"/> is an empty string, and was expected to be non-empty. </exception>
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}
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/// <summary> Initializes a new instance of AzureAIClient. </summary>
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/// <param name="endpoint"> The Azure AI Studio project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="endpoint"> The Azure AI Foundry project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="subscriptionId"> The Azure subscription ID. </param>
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/// <param name="resourceGroupName"> The name of the Azure Resource Group. </param>
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/// <param name="projectName"> The Azure AI Studio project name. </param>
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/// <param name="projectName"> The Azure AI Foundry project name. </param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <param name="options"> The options for configuring the client. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="endpoint"/>, <paramref name="subscriptionId"/>, <paramref name="resourceGroupName"/>, <paramref name="projectName"/> or <paramref name="credential"/> is null. </exception>

sdk/ai/Azure.AI.Projects/src/Custom/Connection/ConnectionsClient.cs

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public partial class ConnectionsClient
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{
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/// <summary> Initializes a new instance of AzureAIClient. </summary>
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/// <param name="connectionString">The Azure AI Studio project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="connectionString">The Azure AI Foundry project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// Initializes a new instance of AzureAIClient.
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/// </summary>
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/// <param name="connectionString">The Azure AI Studio project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="connectionString">The Azure AI Foundry project connection string, in the form `endpoint;subscription_id;resource_group_name;project_name`.</param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <summary> Initializes a new instance of AzureAIClient. </summary>
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/// <param name="endpoint"> The Azure AI Studio project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="endpoint"> The Azure AI Foundry project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="subscriptionId"> The Azure subscription ID. </param>
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/// <param name="resourceGroupName"> The name of the Azure Resource Group. </param>
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/// <param name="projectName"> The Azure AI Studio project name. </param>
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/// <param name="projectName"> The Azure AI Foundry project name. </param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="endpoint"/>, <paramref name="subscriptionId"/>, <paramref name="resourceGroupName"/>, <paramref name="projectName"/> or <paramref name="credential"/> is null. </exception>
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/// <summary> Initializes a new instance of AzureAIClient. </summary>
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/// <param name="endpoint"> The Azure AI Studio project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="endpoint"> The Azure AI Foundry project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="subscriptionId"> The Azure subscription ID. </param>
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/// <param name="resourceGroupName"> The name of the Azure Resource Group. </param>
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/// <param name="projectName"> The Azure AI Studio project name. </param>
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/// <param name="projectName"> The Azure AI Foundry project name. </param>
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/// <param name="credential"> A credential used to authenticate to an Azure Service. </param>
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/// <param name="options"> The options for configuring the client. </param>
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/// <exception cref="ArgumentNullException"> <paramref name="endpoint"/>, <paramref name="subscriptionId"/>, <paramref name="resourceGroupName"/>, <paramref name="projectName"/> or <paramref name="credential"/> is null. </exception>
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/// <param name="clientDiagnostics"> The handler for diagnostic messaging in the client. </param>
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/// <param name="pipeline"> The HTTP pipeline for sending and receiving REST requests and responses. </param>
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/// <param name="tokenCredential"> The token credential to copy. </param>
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/// <param name="endpoint"> The Azure AI Studio project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="endpoint"> The Azure AI Foundry project endpoint, in the form `https://&lt;azure-region&gt;.api.azureml.ms` or `https://&lt;private-link-guid&gt;.&lt;azure-region&gt;.api.azureml.ms`, where &lt;azure-region&gt; is the Azure region where the project is deployed (e.g. westus) and &lt;private-link-guid&gt; is the GUID of the Enterprise private link. </param>
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/// <param name="subscriptionId"> The Azure subscription ID. </param>
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/// <param name="resourceGroupName"> The name of the Azure Resource Group. </param>
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/// <param name="projectName"> The Azure AI Studio project name. </param>
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/// <param name="projectName"> The Azure AI Foundry project name. </param>
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/// <param name="apiVersion"> The API version to use for this operation. </param>
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internal ConnectionsClient(ClientDiagnostics clientDiagnostics, HttpPipeline pipeline, TokenCredential tokenCredential, Uri endpoint, string subscriptionId, string resourceGroupName, string projectName, string apiVersion)
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{

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