Azure AI Foundry

The Azure AI Foundry model provides access to Azure-hosted AI Foundry models.

Parameter	Type	Default	Description
`id`	`str`	-	The specific model ID used for generating responses. This field is required.
`name`	`str`	`"AzureOpenAI"`	The name identifier for the agent.
`provider`	`str`	`"Azure"`	The provider of the model.
`api_key`	`Optional[str]`	`"None"`	The API key for authenticating requests to the Azure OpenAI service.
`api_version`	`str`	`"2024-10-21"`	The version of the Azure OpenAI API to use.
`azure_endpoint`	`Optional[str]`	`"None"`	The endpoint URL for the Azure OpenAI service.
`client`	`Optional[ChatCompletionsClient]`	`None`	The client for making requests to the Azure OpenAI service.
`async_client`	`Optional[AsyncChatCompletionsClient]`	`None`	The asynchronous client for making requests to the Azure OpenAI service.
`temperature`	`Optional[float]`	`None`	Controls randomness in the model's output. Higher values make output more random.
`max_tokens`	`Optional[int]`	`None`	The maximum number of tokens to generate in the response.
`frequency_penalty`	`Optional[float]`	`None`	Reduces repetition by penalizing tokens based on their frequency.
`presence_penalty`	`Optional[float]`	`None`	Reduces repetition by penalizing tokens that have appeared at all.
`top_p`	`Optional[float]`	`None`	Controls diversity by limiting cumulative probability of tokens considered.
`stop`	`Optional[Union[str, List[str]]]`	`None`	Sequences where the model will stop generating further tokens.
`seed`	`Optional[int]`	`None`	Random seed for deterministic outputs.
`model_extras`	`Optional[Dict[str, Any]]`	`None`	Additional model-specific parameters.
`request_params`	`Optional[Dict[str, Any]]`	`None`	Additional parameters to pass with the request.
`timeout`	`Optional[float]`	`None`	Timeout in seconds for API requests.
`max_retries`	`Optional[int]`	`None`	Maximum number of retries for failed requests.
`http_client`	`Optional[httpx.Client]`	`None`	Custom HTTP client for making requests.
`client_params`	`Optional[Dict[str, Any]]`	`None`	Additional parameters for client configuration.

Reference