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| from typing import NamedTuple, Union | |
| from enum import Enum | |
| import abc | |
| class AgentAction(NamedTuple): | |
| """Agent's action to take.""" | |
| tool: str | |
| tool_input: Union[str, dict] | |
| log: str | |
| class AgentFinish(NamedTuple): | |
| """Agent's return value.""" | |
| return_values: dict | |
| log: str | |
| class AgentCriticism(NamedTuple): | |
| """Agent's criticism.""" | |
| is_agree: bool | |
| criticism: str | |
| sender_agent: object = None | |
| class AGENT_TYPES(Enum): | |
| ROLE_ASSIGNMENT = 0 | |
| SOLVER = 1 | |
| CRITIC = 2 | |
| EXECUTION = 3 | |
| EVALUATION = 4 | |
| MANAGER = 5 | |
| class Singleton(abc.ABCMeta, type): | |
| """ | |
| Singleton metaclass for ensuring only one instance of a class. | |
| """ | |
| _instances = {} | |
| def __call__(cls, *args, **kwargs): | |
| """Call method for the singleton metaclass.""" | |
| if cls not in cls._instances: | |
| cls._instances[cls] = super(Singleton, cls).__call__(*args, **kwargs) | |
| return cls._instances[cls] | |