from functools import wraps from typing import Callable from crewai import Crew from crewai.project.utils import memoize def task(func): func.is_task = True @wraps(func) def wrapper(*args, **kwargs): result = func(*args, **kwargs) if not result.name: result.name = func.__name__ return result return memoize(wrapper) def agent(func): func.is_agent = True func = memoize(func) return func def llm(func): func.is_llm = True func = memoize(func) return func def output_json(cls): cls.is_output_json = True return cls def output_pydantic(cls): cls.is_output_pydantic = True return cls def tool(func): func.is_tool = True return memoize(func) def callback(func): func.is_callback = True return memoize(func) def cache_handler(func): func.is_cache_handler = True return memoize(func) def stage(func): func.is_stage = True return memoize(func) def router(func): func.is_router = True return memoize(func) def pipeline(func): func.is_pipeline = True return memoize(func) def crew(func) -> Callable[..., Crew]: def wrapper(self, *args, **kwargs) -> Crew: instantiated_tasks = [] instantiated_agents = [] agent_roles = set() # Collect methods from crew in order all_functions = [ (name, getattr(self, name)) for name, attr in self.__class__.__dict__.items() if callable(attr) ] tasks = [ (name, method) for name, method in all_functions if hasattr(method, "is_task") ] agents = [ (name, method) for name, method in all_functions if hasattr(method, "is_agent") ] # Instantiate tasks in order for task_name, task_method in tasks: task_instance = task_method() instantiated_tasks.append(task_instance) agent_instance = getattr(task_instance, "agent", None) if agent_instance and agent_instance.role not in agent_roles: instantiated_agents.append(agent_instance) agent_roles.add(agent_instance.role) # Instantiate agents not included by tasks for agent_name, agent_method in agents: agent_instance = agent_method() if agent_instance.role not in agent_roles: instantiated_agents.append(agent_instance) agent_roles.add(agent_instance.role) self.agents = instantiated_agents self.tasks = instantiated_tasks return func(self, *args, **kwargs) return wrapper