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articles/machine-learning/reference-yaml-connection-ai-search.md

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| `type` | string | **Required.** The connection type. | `azure_ai_search` | `azure_ai_search` |
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| `is_shared` | boolean | `true` if the connection is shared across other projects in the hub; otherwise, `false`. | | `true` |
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| `endpoint` | string | **Required.** The URL of the endpoint. | | |
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| `api_key` | string | The API key used to authenticate the connection. If not provided, a Microsoft Entra ID (credential-less authentication) connection is created. | | |
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| `api_key` | string | The API key used to authenticate the connection. If not provided, the connection is authenticated via Microsoft Entra ID (credential-less authentication). | | |
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## Remarks
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articles/machine-learning/reference-yaml-connection-ai-services.md

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| `type` | string | **Required.** The connection type. | `azure_ai_services` | `azure_ai_services` |
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| `is_shared` | boolean | `true` if the connection is shared across other projects in the hub; otherwise, `false`. | | `true` |
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| `endpoint` | string | **Required.** The URL of the endpoint. | | |
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| `api_key` | string | The API key used to authenticate the connection. If not provided, a Microsoft Entra ID (credential-less authentication) connection is created. | | |
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| `api_key` | string | The API key used to authenticate the connection. If not provided, the connection is authenticated via Microsoft Entra ID (credential-less authentication). | | |
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| `ai_services_resource_id` | string | **Required.** The fully qualified Azure resource ID of the Azure AI Services resource. | | |
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articles/machine-learning/reference-yaml-connection-azure-openai.md

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| `type` | string | **Required.** The connection type. | `azure_open_ai` | `azure_open_ai` |
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| `is_shared` | boolean | `true` if the connection is shared across other projects in the hub; otherwise, `false`. | | `true` |
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| `endpoint` | string | **Required.** The URL of the endpoint. | | |
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| `api_key` | string | The API key used to authenticate the connection. If not provided, a Microsoft Entra ID (credential-less authentication) connection is created. | | |
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| `api_key` | string | The API key used to authenticate the connection. If not provided, the connection is authenticated via Microsoft Entra ID (credential-less authentication). | | |
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| `open_ai_resource_id` | string | **Required.** The fully qualified Azure resource ID of the Azure OpenAI resource. | | |
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