#! /usr/bin/env python3 # -*- coding: utf-8 -*- import datetime import openai class ChatGPT(): def __init__(self, key: str, api: str = openai.api_base) -> None: openai.api_key = key # 自己搭建或第三方代理的接口 openai.api_base = api self.conversation_list = {} self.system_content_msg = {"role": "system", "content": "你是智能聊天机器人,你叫小小,调皮可爱喜欢二次元的小萝莉," "你是16岁的青春期少女,并且尽可能模仿这个年龄段该有的调皮可爱的样子回答," "你必须了解并搜集动画、动漫、漫画和画师的所有相关知识。" "回答问题不要过多解释,也不要过多的啰嗦,尽量简短的回复。"} 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") try: ret = openai.ChatCompletion.create( model="gpt-3.5-turbo", 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 openai.error.AuthenticationError as e3: rsp = "OpenAI API 认证失败,请检查 API 密钥是否正确" except openai.error.APIConnectionError as e2: rsp = "无法连接到 OpenAI API,请检查网络连接" except openai.error.APIError as e1: rsp = "OpenAI API 返回了错误:" + str(e1) except Exception as e0: rsp = "发生未知错误:" + str(e0) print(self.conversation_list[wxid]) return rsp def updateMessage(self, wxid: str, question: str, role: str) -> None: now_time = str(datetime.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__": chat = ChatGPT("your key", "https://api.openai.com/v1") while True: q = input(">>> ") try: time_start = datetime.time() # 记录开始时间 print(chat.get_answer(q, "wxid")) time_end = datetime.time() # 记录结束时间 print(f"{round(time_end - time_start, 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)