#! /usr/bin/env python3 # -*- coding: utf-8 -*- import logging from datetime import datetime import httpx from openai import APIConnectionError, APIError, AuthenticationError, OpenAI class ChatGPT(): def __init__(self, conf: dict) -> None: key = conf.get("key") api = conf.get("api") proxy = conf.get("proxy") prompt = conf.get("prompt") self.model = conf.get("model", "gpt-3.5-turbo") self.LOG = logging.getLogger("ChatGPT") if proxy: self.client = OpenAI(api_key=key, base_url=api, http_client=httpx.Client(proxy=proxy)) else: self.client = OpenAI(api_key=key, base_url=api) self.conversation_list = {} self.system_content_msg = {"role": "system", "content": prompt} def __repr__(self): return 'ChatGPT' @staticmethod def value_check(conf: dict) -> bool: if conf: if conf.get("key") and conf.get("api") and conf.get("prompt"): return True return False def get_answer(self, question: str, wxid: str) -> str: # wxid或者roomid,个人时为微信id,群消息时为群id self.updateMessage(wxid, question, "user") rsp = "" try: ret = self.client.chat.completions.create(model=self.model, messages=self.conversation_list[wxid], temperature=0.2) rsp = ret.choices[0].message.content rsp = rsp[2:] if rsp.startswith("\n\n") else rsp rsp = rsp.replace("\n\n", "\n") self.updateMessage(wxid, rsp, "assistant") except AuthenticationError: self.LOG.error("OpenAI API 认证失败,请检查 API 密钥是否正确") except APIConnectionError: self.LOG.error("无法连接到 OpenAI API,请检查网络连接") except APIError as e1: self.LOG.error(f"OpenAI API 返回了错误:{str(e1)}") except Exception as e0: self.LOG.error(f"发生未知错误:{str(e0)}") return rsp def updateMessage(self, wxid: str, question: str, role: str) -> None: now_time = str(datetime.now().strftime("%Y-%m-%d %H:%M:%S")) time_mk = "当需要回答时间时请直接参考回复:" # 初始化聊天记录,组装系统信息 if wxid not in self.conversation_list.keys(): question_ = [ self.system_content_msg, {"role": "system", "content": "" + time_mk + now_time} ] self.conversation_list[wxid] = question_ # 当前问题 content_question_ = {"role": role, "content": question} self.conversation_list[wxid].append(content_question_) for cont in self.conversation_list[wxid]: if cont["role"] != "system": continue if cont["content"].startswith(time_mk): cont["content"] = time_mk + now_time # 只存储10条记录,超过滚动清除 i = len(self.conversation_list[wxid]) if i > 10: print("滚动清除微信记录:" + wxid) # 删除多余的记录,倒着删,且跳过第一个的系统消息 del self.conversation_list[wxid][1] if __name__ == "__main__": from configuration import Config config = Config().CHATGPT if not config: exit(0) chat = ChatGPT(config) while True: q = input(">>> ") try: time_start = datetime.now() # 记录开始时间 print(chat.get_answer(q, "wxid")) time_end = datetime.now() # 记录结束时间 print(f"{round((time_end - time_start).total_seconds(), 2)}s") # 计算的时间差为程序的执行时间,单位为秒/s except Exception as e: print(e)