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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]
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