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Adding Models

This section explains the steps to add Azure OpenAI models and configure the required access controls.
1

Navigate to Azure OpenAI Models in AI Gateway

From the TrueFoundry dashboard, navigate to AI Gateway > Models and select Azure OpenAI.
Navigating to Azure OpenAI Provider Account in AI Gateway

Navigate to Azure OpenAI Models

2

Add Azure OpenAI Account Details

Click Add Azure OpenAI Account. Give a unique name to your Azure OpenAI account and complete the form with your Azure authentication details (API Key). For enhanced security, you can also use certificate-based authentication, client secret based authentication, or workload identity federation. Add collaborators to your account. You can read more about access control here.Azure OpenAI account configuration form with fields for API key and collaborators
3

Add Models by Deployment Name

Click on + Add Model to open the form for adding a new model. For Azure OpenAI, you don’t select from a list. Instead, you add models based on your deployments in Azure. The Model ID in TrueFoundry corresponds to your Deployment Name in Azure. First, ensure you have deployed a model in your Azure OpenAI service. You can follow Microsoft’s instructions here. Once deployed, you can find the deployment name in the Deployments tab of your Azure AI Studio.
Azure AI Studio showing deployed models with deployment names highlighted

Find Model Deployment Name in Azure

Use this deployment name as the Model ID when adding the model in TrueFoundry.
Model addition form for Azure OpenAI with fields for model ID and endpoint configuration

Adding an Azure OpenAI model to TrueFoundry

Azure OpenAI integration supports any OpenAI model that you have deployed in your Azure account.

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Inference

After adding the models, you can perform inference using an OpenAI-compatible API via the Playground or by integrating with your own application.
Code Snippet and Try in Playgroud Buttons for each model

Infer Model in Playground or Get Code Snippet to integrate in your application