MistralModel
- model_type (Union[ModelType, str]): Model for which a backend is created, one of MISTRAL_* series.
- model_config_dict (Optional[Dict[str, Any]], optional): A dictionary that will be fed into:obj:
Mistral.chat.complete()
. - If: obj:
None
, :obj:MistralConfig().as_dict()
will be used. (default: :obj:None
) - api_key (Optional[str], optional): The API key for authenticating with the mistral service. (default: :obj:
None
) - url (Optional[str], optional): The url to the mistral service. (default: :obj:
None
) - token_counter (Optional[BaseTokenCounter], optional): Token counter to use for the model. If not provided, :obj:
OpenAITokenCounter
will be used. (default: :obj:None
) - timeout (Optional[float], optional): The timeout value in seconds for API calls. If not provided, will fall back to the MODEL_TIMEOUT environment variable or default to 180 seconds. (default: :obj:
None
) - max_retries (int, optional): Maximum number of retries for API calls. (default: :obj:
3
) **kwargs (Any): Additional arguments to pass to the client initialization.
init
_to_openai_response
_to_mistral_chatmessage
token_counter
_run
- messages (List[OpenAIMessage]): Message list with the chat history in OpenAI API format.
- response_format (Optional[Type[BaseModel]]): The format of the response for this query.
- tools (Optional[List[Dict[str, Any]]]): The tools to use for this query.