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Instructions for using Azure OpenAI models

Azure OpenAI Models

To use a language model hosted on Azure OpenAI, specify the azure path in the from field and the following parameters from the Azure OpenAI Model Deployment page:

Param Description Default
azure_api_key The Azure OpenAI API key from the models deployment page. -
azure_api_version The API version used for the Azure OpenAI service. -
azure_deployment_name The name of the model deployment. Model name
endpoint The Azure OpenAI resource endpoint, e.g., https://resource-name.openai.azure.com. -
azure_entra_token The Azure Entra token for authentication. -

Only one of azure_api_key or azure_entra_token can be provided for model configuration.

Example:

models:
  - from: azure:gpt-4o-mini
    name: gpt-4o-mini
    params:
      endpoint: ${ secrets:SPICE_AZURE_AI_ENDPOINT }
      azure_api_version: 2024-08-01-preview
      azure_deployment_name: gpt-4o-mini
      azure_api_key: ${ secrets:SPICE_AZURE_API_KEY }

Refer to the Azure OpenAI Service models for more details on available models and configurations.

Follow the Azure OpenAI Models Cookbook to try Azure OpenAI models for vector-based search and chat functionalities with structured (taxi trips) and unstructured (GitHub files) data.