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articles/search/search-agentic-retrieval-how-to-pipeline.md

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@@ -45,6 +45,16 @@ Use one of the following chat completion models with your AI agent:
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+ `gpt-4.1-nano`
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+ `gpt-4.1-mini`
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### Package version requirements
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We recommend the following package versions during this preview period. See the [`requirements.txt`](https://github.com/Azure-Samples/azure-search-python-samples/blob/main/agentic-retrieval-pipeline-example/requirements.txt) file for more packages used in the example solution.
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```
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azure-ai-projects==1.0.0b11
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azure-ai-agents==1.0.0
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azure-search-documents==11.6.0b12
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```
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### Configure access
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Before you begin, make sure you have permissions to access content and operations. We recommend Microsoft Entra ID authentication and role-based access for authorization. You must be an **Owner** or **User Access Administrator** to assign roles. If roles aren't feasible, you can use [key-based authentication](search-security-api-keys.md) instead.
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thread = project_client.agents.threads.create()
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retrieval_results = {}
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# AGENTIC RETRIEVAL DEFINITION OMITTED
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# AGENTIC RETRIEVAL DEFINITION DEFERRED TO NEXT SECTION
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functions = FunctionTool({ agentic_retrieval })
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toolset = ToolSet()

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