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Community: Add Managed Identity support for Azure AI Search (#30730)

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Add Managed Identity support for Azure AI Search

---------

Signed-off-by: Paul Czarkowski <username.taken@gmail.com>
This commit is contained in:
Paul Czarkowski
2025-04-10 22:22:58 -04:00
committed by GitHub
parent 5103594a2c
commit 68d16d8a07
3 changed files with 66 additions and 7 deletions
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34
docs/docs/integrations/retrievers/azure_ai_search.ipynb
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@@ -40,11 +40,21 @@
"\n",
"+ An existing index with vector fields. There are several ways to create one, including using the [vector store module](../vectorstores/azuresearch.ipynb). Or, [try the Azure AI Search REST APIs](https://learn.microsoft.com/azure/search/search-get-started-vector).\n",
"\n",
"+ An API key. API keys are generated when you create the search service. If you're just querying an index, you can use the query API key, otherwise use an admin API key. See [Find your API keys](https://learn.microsoft.com/azure/search/search-security-api-keys?tabs=rest-use%2Cportal-find%2Cportal-query#find-existing-keys) for details.\n",
"+ An API key or Azure AD Token.\n",
" + API keys are generated when you create the search service. If you're just querying an index, you can use the query API key, otherwise use an admin API key. See [Find your API keys](https://learn.microsoft.com/azure/search/search-security-api-keys?tabs=rest-use%2Cportal-find%2Cportal-query#find-existing-keys) for details.\n",
" + Azure AD Token can be used with Azure Managed Identity. See [Connect your app to Azure AI Search using identities](https://learn.microsoft.com/en-us/azure/search/keyless-connections?tabs=python%2Cazure-cli) for details.\n",
"\n",
"We can then set the search service name, index name, and API key as environment variables (alternatively, you can pass them as arguments to `AzureAISearchRetriever`). The search index provides the searchable content."
]
},
{
"cell_type": "markdown",
"id": "2af9655d",
"metadata": {},
"source": [
"With an API Key"
]
},
{
"cell_type": "code",
"execution_count": null,
@@ -59,6 +69,28 @@
"os.environ[\"AZURE_AI_SEARCH_API_KEY\"] = \"<YOUR_API_KEY>\""
]
},
{
"cell_type": "markdown",
"id": "35ee4780",
"metadata": {},
"source": [
"With an Azure AD Token"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7f33263c",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"\n",
"os.environ[\"AZURE_AI_SEARCH_SERVICE_NAME\"] = \"<YOUR_SEARCH_SERVICE_NAME>\"\n",
"os.environ[\"AZURE_AI_SEARCH_INDEX_NAME\"] = \"<YOUR_SEARCH_INDEX_NAME>\"\n",
"os.environ[\"AZURE_AI_SEARCH_AD_TOKEN\"] = \"<YOUR_AZURE_AD_TOKEN>\""
]
},
{
"cell_type": "markdown",
"id": "3e635218-8634-4f39-abc5-39e319eeb136",