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Add doc about how to use aad for model client (#38)
* Add doc about how to use aad for model client * update after testing
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@ -17,7 +17,8 @@ extensions = [
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"sphinx.ext.autodoc",
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"sphinx.ext.autosummary",
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"sphinx.ext.napoleon",
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"sphinxcontrib.apidoc"
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"sphinxcontrib.apidoc",
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"myst_parser"
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]
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apidoc_module_dir = '../../src/agnext'
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@ -0,0 +1,41 @@
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# Azure OpenAI with AAD Auth
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This guide will show you how to use the Azure OpenAI client with Azure Active Directory (AAD) authentication.
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The identity used must be assigned the [**Cognitive Services OpenAI User**](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/role-based-access-control#cognitive-services-openai-user) role.
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## Install Azure Identity client
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The Azure identity client is used to authenticate with Azure Active Directory.
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```sh
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pip install azure-identity
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```
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## Using the Model Client
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```python
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from agnext.agent_components.model_client import AzureOpenAI
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from azure.identity import DefaultAzureCredential, get_bearer_token_provider
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# Create the token provider
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token_provider = get_bearer_token_provider(
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DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default"
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)
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client = AzureOpenAI(
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model="{your-azure-deployment}",
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api_version="2024-02-01",
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azure_endpoint="https://{your-custom-endpoint}.openai.azure.com/",
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azure_ad_token_provider=token_provider,
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model_capabilities={
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"vision":True,
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"function_calling":True,
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"json_output":True,
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}
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)
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```
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```{note}
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See [here](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/managed-identity#chat-completions) for how to use the Azure client directly or for more info.
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```
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@ -1,6 +1,13 @@
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agnext
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------
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.. toctree::
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:caption: Guides
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:hidden:
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guides/azure_openai_with_aad_auth
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.. toctree::
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:caption: Reference
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:hidden:
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@ -32,7 +32,7 @@ dev = [
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"types-Pillow",
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"polars",
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]
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docs = ["sphinx", "furo", "sphinxcontrib-apidoc"]
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docs = ["sphinx", "furo", "sphinxcontrib-apidoc", "myst-parser"]
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[tool.setuptools.package-data]
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agnext = ["py.typed"]
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