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| from __future__ import annotations | |
| import asyncio | |
| from colorama import Fore | |
| from typing import TYPE_CHECKING, List | |
| from . import decision_maker_registry | |
| from .base import BaseDecisionMaker | |
| from agentverse.logging import typewriter_log, logger | |
| if TYPE_CHECKING: | |
| from agentverse.agents import BaseAgent, SolverAgent, CriticAgent | |
| from agentverse.message import Message, CriticMessage, SolverMessage | |
| class VerticalDecisionMaker(BaseDecisionMaker): | |
| """ | |
| Discuss in a vertical manner. | |
| """ | |
| name: str = "vertical" | |
| async def astep( | |
| self, | |
| agents: List[BaseAgent], | |
| task_description: str, | |
| previous_plan: str = "No solution yet.", | |
| advice: str = "No advice yet.", | |
| *args, | |
| **kwargs, | |
| ) -> List[SolverMessage]: | |
| # Here we assume that the first agent is the solver. | |
| # The rest of the agents are the reviewers. | |
| reviews: List[CriticMessage] = await asyncio.gather( | |
| *[ | |
| agent.astep(previous_plan, advice, task_description) | |
| for agent in agents[1:] | |
| ] | |
| ) | |
| logger.info("", "Reviews:", Fore.YELLOW) | |
| logger.info( | |
| "", | |
| "\n".join([f"[{review.sender}]: {review.content}" for review in reviews]), | |
| Fore.YELLOW, | |
| ) | |
| nonempty_reviews = [] | |
| for review in reviews: | |
| if not review.is_agree and review.content != "": | |
| nonempty_reviews.append(review) | |
| agents[0].add_message_to_memory(nonempty_reviews) | |
| result = agents[0].step(previous_plan, advice, task_description) | |
| agents[0].add_message_to_memory([result]) | |
| return [result] | |
| def reset(self): | |
| pass | |