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AWSBedrockModel

class AWSBedrockModel(OpenAICompatibleModel):
AWS Bedrock API in a unified OpenAICompatibleModel interface. Parameters:
  • model_type (Union[ModelType, str]): Model for which a backend is created.
  • model_config_dict (Dict[str, Any], optional): A dictionary that will be fed into:obj:openai.ChatCompletion.create().
  • If: obj:None, :obj:BedrockConfig().as_dict() will be used. (default: :obj:None)
  • api_key (str, optional): The API key for authenticating with the AWS Bedrock service. (default: :obj:None)
  • url (str, optional): The url to the AWS Bedrock service.
  • token_counter (BaseTokenCounter, optional): Token counter to use for the model. If not provided, :obj:OpenAITokenCounter( ModelType.GPT_4O_MINI) 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.
  • References:
  • https: //docs.aws.amazon.com/bedrock/latest/APIReference/welcome.html

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init

def __init__(
    self,
    model_type: Union[ModelType, str],
    model_config_dict: Optional[Dict[str, Any]] = None,
    api_key: Optional[str] = None,
    url: Optional[str] = None,
    token_counter: Optional[BaseTokenCounter] = None,
    timeout: Optional[float] = None,
    max_retries: int = 3,
    **kwargs: Any
):