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articles/service-connector/how-to-integrate-cognitive-services.md

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---
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title: Integrate a multi-service resource for Azure AI services with Service Connector
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description: In this document, learn how to integrate a multi-service resource for Azure AI services into your application with Service Connector
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title: Integrate an Azure AI multi-service resource with Service Connector
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description: In this document, learn how to integrate an Azure AI multi-service resource into your application with Service Connector
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author: wchigit
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ms.author: wchi
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ms.service: service-connector
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ms.collection: ce-skilling-ai-copilot
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---
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# Integrate a multi-service resource for Azure AI services with Service Connector
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# Integrate an Azure AI multi-service resource with Service Connector
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This page shows supported authentication methods and clients, and shows sample code you can use to connect a multi-service resource for Azure AI services to other cloud services using Service Connector. You might still be able to connect to a multi-service resource for Azure AI services using other methods. This page also shows default environment variable names and values you get when you create the service connection.
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This page shows supported authentication methods and clients, and shows sample code you can use to connect an Azure AI multi-service resource to other cloud services using Service Connector. You might still be able to connect to an Azure AI multi-service resource using other methods. This page also shows default environment variable names and values you get when you create the service connection.
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## Supported compute services
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Service Connector can be used to connect the following compute services to a multi-service resource for Azure AI services:
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Service Connector can be used to connect the following compute services to an Azure AI multi-service resource:
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- Azure App Service
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- Azure Functions
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## Supported authentication types and client types
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The table below shows which combinations of authentication methods and clients are supported for connecting your compute service to a multi-service resource for Azure AI services using Service Connector. A “Yes” indicates that the combination is supported, while a “No” indicates that it is not supported.
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The table below shows which combinations of authentication methods and clients are supported for connecting your compute service to an Azure AI multi-service resource using Service Connector. A “Yes” indicates that the combination is supported, while a “No” indicates that it is not supported.
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| Client type | System-assigned managed identity | User-assigned managed identity | Secret/connection string | Service principal |
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| Python | Yes | Yes | Yes | Yes |
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| None | Yes | Yes | Yes | Yes |
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This table indicates that all combinations of client types and authentication methods in the table are supported. All client types can use any of the authentication methods to connect to a multi-service resource for Azure AI services using Service Connector.
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This table indicates that all combinations of client types and authentication methods in the table are supported. All client types can use any of the authentication methods to connect to an Azure AI multi-service resource using Service Connector.
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## Default environment variable names or application properties and sample code
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Use the connection details below to connect compute services to a multi-service resource for Azure AI services. For more information about naming conventions, check the [Service Connector internals](concept-service-connector-internals.md#configuration-naming-convention) article.
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Use the connection details below to connect compute services to an Azure AI multi-service resource. For more information about naming conventions, check the [Service Connector internals](concept-service-connector-internals.md#configuration-naming-convention) article.
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### System-assigned managed identity
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| AZURE_COGNITIVESERVICES_ENDPOINT | Azure Cognitive Services token provider service | `https://<cognitive-service-name>.cognitiveservices.azure.com/` |
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#### Sample code
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Refer to the steps and code below to connect to a multi-service resource for Azure AI services using a system-assigned managed identity.
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[!INCLUDE [code sample for a multi-service resource for Azure AI services](./includes/code-cognitive-me-id.md)]
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Refer to the steps and code below to connect to an Azure AI multi-service resource using a system-assigned managed identity.
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[!INCLUDE [code sample for an Azure AI multi-service resource](./includes/code-cognitive-me-id.md)]
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### User-assigned managed identity
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| AZURE_COGNITIVESERVICES_CLIENTID | Your client ID | `<client-ID>` |
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#### Sample code
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Refer to the steps and code below to connect to a multi-service resource for Azure AI services using a user-assigned managed identity.
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[!INCLUDE [code sample for a multi-service resource for Azure AI services](./includes/code-cognitive-me-id.md)]
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Refer to the steps and code below to connect to an Azure AI multi-service resource using a user-assigned managed identity.
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[!INCLUDE [code sample for an Azure AI multi-service resource](./includes/code-cognitive-me-id.md)]
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### Connection string
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> [!div class="mx-tdBreakAll"]
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> | Default environment variable name | Description | Sample value |
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> | --------------------------------- | ------------| ------------ |
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> | AZURE_COGNITIVESERVICES_ENDPOINT | endpoint of a multi-service resource for Azure AI services | `https://<cognitive-service-name>.cognitiveservices.azure.com/` |
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> | AZURE_COGNITIVESERVICES_KEY | API key of a multi-service resource for Azure AI services | `<api-key>` |
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> | AZURE_COGNITIVESERVICES_ENDPOINT | Azure Cognitive Services token provider service | `https://<cognitive-service-name>.cognitiveservices.azure.com/` |
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> | AZURE_COGNITIVESERVICES_KEY | API key of an Azure AI multi-service resource | `<api-key>` |
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#### Sample Code
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Refer to the steps and code below to connect to a multi-service resource for Azure AI services using a connection string.
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[!INCLUDE [code sample for a multi-service resource for Azure AI services](./includes/code-cognitive-secret.md)]
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Refer to the steps and code below to connect to an Azure AI multi-service resource using a connection string.
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[!INCLUDE [code sample for an Azure AI multi-service resource](./includes/code-cognitive-secret.md)]
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### Service principal
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| AZURE_COGNITIVESERVICES_TENANTID | Your tenant ID | `<tenant-ID>` |
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#### Sample code
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Refer to the steps and code below to connect to a multi-service resource for Azure AI services using a service principaL.
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[!INCLUDE [code sample for a multi-service resource for Azure AI services](./includes/code-cognitive-me-id.md)]
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Refer to the steps and code below to connect to an Azure AI multi-service resource using a service principaL.
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[!INCLUDE [code sample for an Azure AI multi-service resource](./includes/code-cognitive-me-id.md)]
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## Next steps
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articles/service-connector/includes/code-cognitive-me-id.md

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You can use the Azure client library to access various cognitive APIs that Azure Multi-service Cognitive Services support. We use Azure AI Text Analytics as an example in this sample. Refer to [Authenticate requests to Azure AI services](/azure/ai-services/authentication#authenticate-with-azure-active-directory) to call the cognitive APIs directly.
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You can use the Azure client library to access various cognitive APIs that an Azure AI multi-service resource supports. We use Azure AI Text Analytics as an example in this sample. Refer to [Authenticate requests to Azure AI services](/azure/ai-services/authentication#authenticate-with-azure-active-directory) to call the cognitive APIs directly.
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### [.NET](#tab/dotnet)
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dotnet add package Azure.AI.TextAnalytics
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dotnet add package Azure.Identity
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```
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1. Authenticate using Azure Identity library and get the Azure Multi-service Cognitive Services endpoint from the environment variables added by Service Connector. When using the code below, uncomment the part of the code snippet for the authentication type you want to use.
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1. Authenticate using Azure Identity library and get the Azure AI multi-service resource endpoint from the environment variables added by Service Connector. When using the code below, uncomment the part of the code snippet for the authentication type you want to use.
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```csharp
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using Azure.AI.TextAnalytics;
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<version>1.11.4</version>
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</dependency>
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```
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1. Authenticate using `azure-identity` and get the Azure Multi-service Cognitive Services endpoint from the environment variables added by Service Connector. When using the code below, uncomment the part of the code snippet for the authentication type you want to use.
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1. Authenticate using `azure-identity` and get the Azure AI multi-service resource endpoint from the environment variables added by Service Connector. When using the code below, uncomment the part of the code snippet for the authentication type you want to use.
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pip install azure-ai-textanalytics==5.1.0
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```
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1. Authenticate using `azure-identity` and get the Azure AI multi-service resource endpoint from the environment variables added by Service Connector. When using the code below, uncomment the part of the code snippet for the authentication type you want to use.
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```python
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```
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1. Authenticate using `@azure/identity` and get the Azure Multi-service Cognitive Services endpoint from the environment variables added by Service Connector. When using the code below, uncomment the part of the code snippet for the authentication type you want to use.
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1. Authenticate using `@azure/identity` and get the Azure AI multi-service resource endpoint from the environment variables added by Service Connector. When using the code below, uncomment the part of the code snippet for the authentication type you want to use.
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import { DefaultAzureCredential,ClientSecretCredential } from "@azure/identity";
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```
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### [Other](#tab/none)
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For other languages, you can use the connection information that Service Connector sets to the environment variables to connect to Azure Multi-service Cognitive Services. For environment variable details, see [Integrate Azure Multi-service Cognitive Services with Service Connector](../how-to-integrate-cognitive-services.md).
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For other languages, you can use the connection information that Service Connector sets to the environment variables to connect to an Azure AI multi-service resource. For environment variable details, see [Integrate an Azure AI multi-service resource with Service Connector](../how-to-integrate-cognitive-services.md).

articles/service-connector/includes/code-cognitive-secret.md

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You can use the Azure client library to access various cognitive APIs that Azure Multi-service Cognitive Services support. We use Azure AI Text Analytics as an example in this sample. Refer to [Authenticate requests to Azure AI services](/azure/ai-services/authentication#authenticate-with-a-multi-service-resource-key) to call the cognitive APIs directly.
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You can use the Azure client library to access various cognitive APIs that an Azure AI multi-service resource supports. We use Azure AI Text Analytics as an example in this sample. Refer to [Authenticate requests to Azure AI services](/azure/ai-services/authentication#authenticate-with-a-multi-service-resource-key) to call the cognitive APIs directly.
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### [.NET](#tab/dotnet)
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dotnet add package Azure.AI.TextAnalytics
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```csharp
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```
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### [Other](#tab/none)
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For other languages, you can use the connection information that Service Connector sets to the environment variables to connect to Azure Multi-service Cognitive Services. For environment variable details, see [Integrate Azure Multi-service Cognitive Services with Service Connector](../how-to-integrate-cognitive-services.md).
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For other languages, you can use the connection information that Service Connector sets to the environment variables to connect to an Azure AI multi-service resource. For environment variable details, see [Integrate an Azure AI multi-service resource with Service Connector](../how-to-integrate-cognitive-services.md).

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