from typing import List, Optional from langchain.tools import Tool from pydantic.v1 import BaseModel, Field, root_validator 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." )