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CriticAgent

class CriticAgent(ChatAgent):
A class for the critic agent that assists in selecting an option. Parameters:
  • system_message (Union[BaseMessage, str], optional): The system message for the chat agent. (default: :obj:None) model (Union[BaseModelBackend, Tuple[str, str], str, ModelType, Tuple[ModelPlatformType, ModelType], List[BaseModelBackend], List[str], List[ModelType], List[Tuple[str, str]], List[Tuple[ModelPlatformType, ModelType]]], optional): The model backend(s) to use. Can be a single instance, a specification (string, enum, tuple), or a list of instances or specifications to be managed by ModelManager. If a list of specifications (not BaseModelBackend instances) is provided, they will be instantiated using ModelFactory. (default: :obj:ModelPlatformType.DEFAULT with ModelType.DEFAULT)
  • message_window_size (int, optional): The maximum number of previous messages to include in the context window. If None, no windowing is performed. (default: :obj:6)
  • retry_attempts (int, optional): The number of retry attempts if the critic fails to return a valid option. (default: :obj:2)
  • verbose (bool, optional): Whether to print the critic’s messages.
  • logger_color (Any): The color of the menu options displayed to the user. (default: :obj:Fore.MAGENTA)

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init

def __init__(
    self,
    system_message: Optional[Union[BaseMessage, str]] = None,
    model: Optional[Union[BaseModelBackend, Tuple[str, str], str, ModelType, Tuple[ModelPlatformType, ModelType], List[BaseModelBackend], List[str], List[ModelType], List[Tuple[str, str]], List[Tuple[ModelPlatformType, ModelType]]]] = None,
    memory: Optional[AgentMemory] = None,
    message_window_size: int = 6,
    retry_attempts: int = 2,
    verbose: bool = False,
    logger_color: Any = Fore.MAGENTA
):

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flatten_options

def flatten_options(self, messages: Sequence[BaseMessage]):
Flattens the options to the critic. Parameters:
  • messages (Sequence[BaseMessage]): A list of BaseMessage objects.
Returns: str: A string containing the flattened options to the critic.

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get_option

def get_option(self, input_message: BaseMessage):
Gets the option selected by the critic. Parameters:
  • input_message (BaseMessage): A BaseMessage object representing the input message.
Returns: str: The option selected by the critic.

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parse_critic

def parse_critic(self, critic_msg: BaseMessage):
Parses the critic’s message and extracts the choice. Parameters:
  • critic_msg (BaseMessage): A BaseMessage object representing the critic’s response.
Returns: Optional[str]: The critic’s choice as a string, or None if the message could not be parsed.

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reduce_step

def reduce_step(self, input_messages: Sequence[BaseMessage]):
Performs one step of the conversation by flattening options to the critic, getting the option, and parsing the choice. Parameters:
  • input_messages (Sequence[BaseMessage]): A list of BaseMessage objects.
Returns: ChatAgentResponse: A ChatAgentResponse object includes the critic’s choice.

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clone

def clone(self, with_memory: bool = False):
Creates a new instance of :obj:CriticAgent with the same configuration as the current instance. Parameters:
  • with_memory (bool): Whether to copy the memory (conversation history) to the new agent. If True, the new agent will have the same conversation history. If False, the new agent will have a fresh memory with only the system message. (default: :obj:False)
Returns: CriticAgent: A new instance of :obj:CriticAgent with the same configuration.