from abc import ABC, abstractmethod from typing import TYPE_CHECKING, Type if TYPE_CHECKING: from opendevin.controller.state.state import State from opendevin.events.action import Action from opendevin.core.exceptions import ( AgentAlreadyRegisteredError, AgentNotRegisteredError, ) from opendevin.llm.llm import LLM from opendevin.runtime.plugins import PluginRequirement from opendevin.runtime.tools import RuntimeTool class Agent(ABC): DEPRECATED = False """ This abstract base class is an general interface for an agent dedicated to executing a specific instruction and allowing human interaction with the agent during execution. It tracks the execution status and maintains a history of interactions. """ _registry: dict[str, Type['Agent']] = {} sandbox_plugins: list[PluginRequirement] = [] runtime_tools: list[RuntimeTool] = [] def __init__( self, llm: LLM, ): self.llm = llm self._complete = False @property def complete(self) -> bool: """ Indicates whether the current instruction execution is complete. Returns: - complete (bool): True if execution is complete; False otherwise. """ return self._complete @abstractmethod def step(self, state: 'State') -> 'Action': """ Starts the execution of the assigned instruction. This method should be implemented by subclasses to define the specific execution logic. """ pass @abstractmethod def search_memory(self, query: str) -> list[str]: """ Searches the agent's memory for information relevant to the given query. Parameters: - query (str): The query to search for in the agent's memory. Returns: - response (str): The response to the query. """ pass def reset(self) -> None: """ Resets the agent's execution status and clears the history. This method can be used to prepare the agent for restarting the instruction or cleaning up before destruction. """ self._complete = False @property def name(self): return self.__class__.__name__ @classmethod def register(cls, name: str, agent_cls: Type['Agent']): """ Registers an agent class in the registry. Parameters: - name (str): The name to register the class under. - agent_cls (Type['Agent']): The class to register. Raises: - AgentAlreadyRegisteredError: If name already registered """ if name in cls._registry: raise AgentAlreadyRegisteredError(name) cls._registry[name] = agent_cls @classmethod def get_cls(cls, name: str) -> Type['Agent']: """ Retrieves an agent class from the registry. Parameters: - name (str): The name of the class to retrieve Returns: - agent_cls (Type['Agent']): The class registered under the specified name. Raises: - AgentNotRegisteredError: If name not registered """ if name not in cls._registry: raise AgentNotRegisteredError(name) return cls._registry[name] @classmethod def list_agents(cls) -> list[str]: """ Retrieves the list of all agent names from the registry. Raises: - AgentNotRegisteredError: If no agent is registered """ if not bool(cls._registry): raise AgentNotRegisteredError() return list(cls._registry.keys())