from typing import List, Optional from pydantic.v1 import BaseModel, Field, root_validator from langchain.tools import Tool from .agent import Agent class Task(BaseModel): """ Class that represent a task to be executed. """ description: str = Field(description="Description of the actual task.") agent: Optional[Agent] = Field( description="Agent responsible for the task.", default=None ) tools: Optional[List[Tool]] = Field( description="Tools the agent are limited to use for this task.", default=[] ) @root_validator(pre=False) def _set_tools(_cls, values): if (values.get('agent')) and not (values.get('tools')): values['tools'] = values.get('agent').tools return values def execute(self, context: str = None) -> str: """ Execute the task. Returns: output (str): Output of the task. """ if self.agent: return self.agent.execute_task( task = self.description, context = context, tools = self.tools ) else: raise Exception(f"The task '{self.description}' has no agent assigned, therefore it can't be executed directly and should be executed in a Crew using a specific process that support that, either consensual or hierarchical.")