from enum import Enum import uuid import time import re import shlex from typing import List from .ai_function import FunctionItem class AgentMsgType(Enum): TYPE_MSG = 0 TYPE_INTERNAL_CALL = 1 TYPE_ACTION = 2 TYPE_EVENT = 3 class AgentMsgStatus(Enum): RESPONSED = 0 INIT = 1 SENDING = 2 PROCESSING = 3 ERROR = 4 RECVED = 5 EXECUTED = 6 # msg is a msg / msg resp # msg body可以有内容类型(MIME标签),text, image, voice, video, file,以及富文本(html) # msg is a inner function call with result # msg is a Action with result # qutoe Msg # forword msg # reply msg # 逻辑上的同一个Message在同一个session中看到的msgid相同 # 在不同的session中看到的msgid不同 class AgentMsg: def __init__(self,msg_type=AgentMsgType.TYPE_MSG) -> None: self.msg_id = "" self.msg_type:AgentMsgType = msg_type self.prev_msg_id:str = None self.quote_msg_id:str = None self.rely_msg_id:str = None # if not none means this is a respone msg self.session_id:str = None self.create_time = 0 self.done_time = 0 self.topic:str = None # topic is use to find session, not store in db self.sender:str = None # obj_id.sub_objid@tunnel_id self.target:str = None self.mentions:[] = None #use in group chat only #self.title:str = None self.body:str = None self.body_mime:str = None #//default is "text/plain",encode is utf8 #type is call / action self.func_name = None self.args = None self.result_str = None #type is event self.event_name = None self.event_args = None self.status = AgentMsgStatus.INIT self.inner_call_chain = [] self.resp_msg = None @classmethod def create_internal_call_msg(self,func_name:str,args:dict,prev_msg_id:str,caller:str): msg = AgentMsg(AgentMsgType.TYPE_INTERNAL_CALL) msg.create_time = time.time() msg.func_name = func_name msg.args = args msg.prev_msg_id = prev_msg_id msg.sender = caller return msg def create_action_msg(self,action_name:str,args:dict,caller:str): msg = AgentMsg(AgentMsgType.TYPE_ACTION) msg.create_time = time.time() msg.func_name = action_name msg.args = args msg.prev_msg_id = self.msg_id msg.topic = self.topic msg.sender = caller return msg def create_resp_msg(self,resp_body): resp_msg = AgentMsg() resp_msg.msg_id = "msg#" + uuid.uuid4().hex resp_msg.create_time = time.time() resp_msg.rely_msg_id = self.msg_id resp_msg.sender = self.target resp_msg.target = self.sender resp_msg.body = resp_body resp_msg.topic = self.topic return resp_msg def set(self,sender:str,target:str,body:str,topic:str=None) -> None: self.msg_id = "msg#" + uuid.uuid4().hex self.sender = sender self.target = target self.body = body self.create_time = time.time() if topic: self.topic = topic def get_msg_id(self) -> str: return self.msg_id def get_sender(self) -> str: return self.sender def get_target(self) -> str: return self.target def get_prev_msg_id(self) -> str: return self.prev_msg_id def get_quote_msg_id(self) -> str: return self.quote_msg_id @classmethod def parse_function_call(cls,func_string:str): str_list = shlex.split(func_string) func_name = str_list[0] params = str_list[1:] return func_name, params class LLMResult: def __init__(self) -> None: self.state : str = "ignore" self.resp : str = "" self.post_msgs : List[AgentMsg] = [] self.send_msgs : List[AgentMsg] = [] self.calls : List[FunctionItem] = [] self.post_calls : List[FunctionItem] = []