werewolf_1 / werewolf /witch /witch_agent.py
茂道
增加:在接受其他用户消息时,可以使用大模型进行prompt清洗
9aee639
from agent_build_sdk.model.roles import ROLE_WITCH
from agent_build_sdk.model.werewolf_model import AgentResp, AgentReq, STATUS_START, STATUS_WOLF_SPEECH, \
STATUS_VOTE_RESULT, STATUS_SKILL, STATUS_SKILL_RESULT, STATUS_NIGHT_INFO, STATUS_DAY, STATUS_DISCUSS, STATUS_VOTE, \
STATUS_RESULT, STATUS_NIGHT, STATUS_SKILL
from agent_build_sdk.utils.logger import logger
from agent_build_sdk.sdk.role_agent import BasicRoleAgent
from agent_build_sdk.sdk.agent import format_prompt
from witch.prompt import DESC_PROMPT, VOTE_PROMPT, SKILL_PROMPT, GAME_RULE_PROMPT,CLEAN_USER_PROMPT
class WitchAgent(BasicRoleAgent):
"""女巫角色Agent"""
def __init__(self, model_name):
super().__init__(ROLE_WITCH, model_name=model_name)
# 初始化女巫的两瓶药
self.memory.set_variable("has_poison", True)
self.memory.set_variable("has_antidote", True)
def perceive(self, req=AgentReq):
if req.status == STATUS_START:
self.memory.clear()
self.memory.set_variable("name", req.name)
# 重置女巫的两瓶药
self.memory.set_variable("has_poison", True)
self.memory.set_variable("has_antidote", True)
self.memory.append_history(GAME_RULE_PROMPT)
self.memory.append_history("主持人:你好,你分配到的角色是[女巫]")
elif req.status == STATUS_NIGHT:
self.memory.append_history("主持人:现在进入夜晚,天黑请闭眼")
elif req.status == STATUS_SKILL_RESULT:
self.memory.append_history(f"主持人:女巫,你使用技能的结果是{req.message}")
elif req.status == STATUS_NIGHT_INFO:
self.memory.append_history(f"主持人:天亮了!昨天晚上的信息是: {req.message}")
elif req.status == STATUS_DISCUSS: # 发言环节
if req.name:
# 其他玩家发言
# 可以使用模型来过滤掉玩家的注入消息,也可以换一个小模型,实际使用需要考虑对memory加锁,避免interact的时候丢失消息
# clean_user_message_prompt = format_prompt(CLEAN_USER_PROMPT, {"user_message": req.message})
# req.message = self.llm_caller(clean_user_message_prompt)
self.memory.append_history(req.name + ': ' + req.message)
else:
# 主持人发言
self.memory.append_history('主持人: 现在进入第{}天。'.format(str(req.round)))
self.memory.append_history('主持人: 每个玩家描述自己的信息。')
elif req.status == STATUS_VOTE: # 投票环节
self.memory.append_history(f'第{req.round}天的投票环节,{req.name} 投了 {req.message}')
elif req.status == STATUS_VOTE_RESULT: # 投票结果
out_player = req.name if req.name else req.message
if out_player:
self.memory.append_history('主持人: 投票结果是:{}。'.format(out_player))
else:
self.memory.append_history('主持人: 无人出局。')
elif req.status == STATUS_RESULT:
self.memory.append_history(req.message)
else:
raise NotImplementedError
def interact(self, req=AgentReq) -> AgentResp:
logger.info("witch interact: {}".format(req))
if req.status == STATUS_DISCUSS:
if req.message:
self.memory.append_history(req.message)
has_poison = self.memory.load_variable("has_poison")
has_antidote = self.memory.load_variable("has_antidote")
skill_info = "女巫有{}瓶毒药和{}瓶解药".format("1" if has_poison else "0", "1" if has_antidote else "0")
prompt = format_prompt(DESC_PROMPT,
{"name": self.memory.load_variable("name"),
"skill_info": skill_info,
"history": "\n".join(self.memory.load_history())
})
logger.info("prompt:" + prompt)
result = self.llm_caller(prompt)
logger.info("witch interact result: {}".format(result))
return AgentResp(success=True, result=result, errMsg=None)
elif req.status == STATUS_VOTE:
self.memory.append_history('主持人: 到了投票的时候了。每个人,请指向你认为可能是狼人的人。')
choices = [name for name in req.message.split(",") if name != self.memory.load_variable("name")] # 排除自己
self.memory.set_variable("choices", choices)
prompt = format_prompt(VOTE_PROMPT, {"name": self.memory.load_variable("name"),
"choices": choices,
"history": "\n".join(self.memory.load_history())
})
logger.info("prompt:" + prompt)
result = self.llm_caller(prompt)
logger.info("witch interact result: {}".format(result))
return AgentResp(success=True, result=result, errMsg=None)
elif req.status == STATUS_SKILL:
has_poison = self.memory.load_variable("has_poison")
has_antidote = self.memory.load_variable("has_antidote")
tonight_killed = req.message
skill_info = "女巫有{}瓶毒药和{}瓶解药".format("1" if has_poison else "0", "1" if has_antidote else "0")
prompt = format_prompt(SKILL_PROMPT, {
"name": self.memory.load_variable("name"),
"tonight_killed": tonight_killed,
"skill_info": skill_info,
"history": "\n".join(self.memory.load_history())
})
logger.info("prompt:" + prompt)
result = self.llm_caller(prompt)
logger.info("witch skill result: {}".format(result))
# 根据结果更新药水状态
skill_target_person = None
if result.startswith("救") and has_antidote:
self.memory.set_variable("has_antidote", False)
self.memory.append_history(f"女巫使用解药救活了{tonight_killed}")
skill_target_person = tonight_killed
elif result.startswith("毒") and has_poison:
poisoned_player = result[1:].strip()
self.memory.set_variable("has_poison", False)
self.memory.append_history(f"女巫使用毒药杀死了{poisoned_player}")
skill_target_person = poisoned_player
return AgentResp(success=True, result=result, skillTargetPlayer=skill_target_person, errMsg=None)
else:
raise NotImplementedError