CLI (v2) Azure AI Search connection YAML schema

APPLIES TO: Azure CLI ml extension v2 (current)

Note

The YAML syntax detailed in this document is based on the JSON schema for the latest version of the ML CLI v2 extension. This syntax is guaranteed only to work with the latest version of the ML CLI v2 extension. You can find the schemas for older extension versions at https://azuremlschemasprod.azureedge.net/.

YAML syntax

Key Type Description Allowed values Default value
$schema string The YAML schema. If you use the Azure Machine Learning Visual Studio Code extension to author the YAML file, include $schema at the top of your file to invoke schema and resource completions.
name string Required. The connection name.
description string The connection description.
tags object The connection tag dictionary.
type string Required. The connection type. azure_ai_search azure_ai_search
is_shared boolean true if the connection is shared across other projects in the hub; otherwise, false. true
endpoint string Required. The URL of the endpoint.
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).

Remarks

While the az ml connection commands can be used to manage both Azure Machine Learning and Azure AI Foundry connections, the Azure AI Search connection is specific to Azure AI Foundry.

Examples

These examples would be in the form of YAML files and used from the CLI. For example, az ml connection create -f <file-name>.yaml.

YAML: API key

#AzureContentSafetyConnection.yml

name: myazaics_apk
type: azure_ai_search

endpoint: https://contoso.search.windows.net/
api_key: XXXXXXXXXXXXXXX

YAML: Microsoft Entra ID (preview)

#AzureContentSafetyConnection.yml

name: myazaics_ei
type: azure_ai_search

endpoint: https://contoso.search.windows.net/

Next steps