58 lines
1.8 KiB
Python
58 lines
1.8 KiB
Python
from abc import ABC, abstractmethod
|
|
from typing import Dict, List, Optional, Union
|
|
|
|
from pydantic import BaseModel
|
|
|
|
from app.agent.base import BaseAgent
|
|
|
|
|
|
class BaseFlow(BaseModel, ABC):
|
|
"""Base class for execution flows supporting multiple agents"""
|
|
|
|
agents: Dict[str, BaseAgent]
|
|
tools: Optional[List] = None
|
|
primary_agent_key: Optional[str] = None
|
|
|
|
class Config:
|
|
arbitrary_types_allowed = True
|
|
|
|
def __init__(
|
|
self, agents: Union[BaseAgent, List[BaseAgent], Dict[str, BaseAgent]], **data
|
|
):
|
|
# Handle different ways of providing agents
|
|
if isinstance(agents, BaseAgent):
|
|
agents_dict = {"default": agents}
|
|
elif isinstance(agents, list):
|
|
agents_dict = {f"agent_{i}": agent for i, agent in enumerate(agents)}
|
|
else:
|
|
agents_dict = agents
|
|
|
|
# If primary agent not specified, use first agent
|
|
primary_key = data.get("primary_agent_key")
|
|
if not primary_key and agents_dict:
|
|
primary_key = next(iter(agents_dict))
|
|
data["primary_agent_key"] = primary_key
|
|
|
|
# Set the agents dictionary
|
|
data["agents"] = agents_dict
|
|
|
|
# Initialize using BaseModel's init
|
|
super().__init__(**data)
|
|
|
|
@property
|
|
def primary_agent(self) -> Optional[BaseAgent]:
|
|
"""Get the primary agent for the flow"""
|
|
return self.agents.get(self.primary_agent_key)
|
|
|
|
def get_agent(self, key: str) -> Optional[BaseAgent]:
|
|
"""Get a specific agent by key"""
|
|
return self.agents.get(key)
|
|
|
|
def add_agent(self, key: str, agent: BaseAgent) -> None:
|
|
"""Add a new agent to the flow"""
|
|
self.agents[key] = agent
|
|
|
|
@abstractmethod
|
|
async def execute(self, input_text: str) -> str:
|
|
"""Execute the flow with given input"""
|