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