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+# encoding:utf-8
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+
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+import time
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+
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+import openai
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+import openai.error
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+from bot.bot import Bot
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+from bot.session_manager import SessionManager
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+from bridge.context import ContextType
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+from bridge.reply import Reply, ReplyType
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+from common.log import logger
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+from config import conf, load_config
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+from .moonshot_session import MoonshotSession
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+import requests
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+
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+
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+# ZhipuAI对话模型API
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+class MoonshotBot(Bot):
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+ def __init__(self):
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+ super().__init__()
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+ self.sessions = SessionManager(MoonshotSession, model=conf().get("model") or "moonshot-v1-128k")
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+ self.args = {
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+ "model": conf().get("model") or "moonshot-v1-128k", # 对话模型的名称
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+ "temperature": conf().get("temperature", 0.3), # 如果设置,值域须为 [0, 1] 我们推荐 0.3,以达到较合适的效果。
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+ "top_p": conf().get("top_p", 1.0), # 使用默认值
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+ }
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+ self.api_key = conf().get("moonshot_api_key")
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+ self.base_url = conf().get("moonshot_base_url", "https://api.moonshot.cn/v1/chat/completions")
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+
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+ def reply(self, query, context=None):
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+ # acquire reply content
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+ if context.type == ContextType.TEXT:
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+ logger.info("[MOONSHOT_AI] query={}".format(query))
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+
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+ session_id = context["session_id"]
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+ reply = None
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+ clear_memory_commands = conf().get("clear_memory_commands", ["#清除记忆"])
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+ if query in clear_memory_commands:
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+ self.sessions.clear_session(session_id)
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+ reply = Reply(ReplyType.INFO, "记忆已清除")
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+ elif query == "#清除所有":
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+ self.sessions.clear_all_session()
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+ reply = Reply(ReplyType.INFO, "所有人记忆已清除")
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+ elif query == "#更新配置":
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+ load_config()
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+ reply = Reply(ReplyType.INFO, "配置已更新")
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+ if reply:
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+ return reply
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+ session = self.sessions.session_query(query, session_id)
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+ logger.debug("[MOONSHOT_AI] session query={}".format(session.messages))
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+
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+ model = context.get("moonshot_model")
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+ new_args = self.args.copy()
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+ if model:
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+ new_args["model"] = model
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+ # if context.get('stream'):
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+ # # reply in stream
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+ # return self.reply_text_stream(query, new_query, session_id)
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+
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+ reply_content = self.reply_text(session, args=new_args)
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+ logger.debug(
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+ "[MOONSHOT_AI] new_query={}, session_id={}, reply_cont={}, completion_tokens={}".format(
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+ session.messages,
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+ session_id,
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+ reply_content["content"],
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+ reply_content["completion_tokens"],
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+ )
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+ )
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+ if reply_content["completion_tokens"] == 0 and len(reply_content["content"]) > 0:
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+ reply = Reply(ReplyType.ERROR, reply_content["content"])
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+ elif reply_content["completion_tokens"] > 0:
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+ self.sessions.session_reply(reply_content["content"], session_id, reply_content["total_tokens"])
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+ reply = Reply(ReplyType.TEXT, reply_content["content"])
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+ else:
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+ reply = Reply(ReplyType.ERROR, reply_content["content"])
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+ logger.debug("[MOONSHOT_AI] reply {} used 0 tokens.".format(reply_content))
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+ return reply
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+ else:
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+ reply = Reply(ReplyType.ERROR, "Bot不支持处理{}类型的消息".format(context.type))
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+ return reply
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+
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+ def reply_text(self, session: MoonshotSession, args=None, retry_count=0) -> dict:
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+ """
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+ call openai's ChatCompletion to get the answer
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+ :param session: a conversation session
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+ :param session_id: session id
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+ :param retry_count: retry count
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+ :return: {}
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+ """
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+ try:
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+ headers = {
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+ "Content-Type": "application/json",
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+ "Authorization": "Bearer " + self.api_key
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+ }
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+ body = args
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+ body["messages"] = session.messages
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+ # logger.debug("[MOONSHOT_AI] response={}".format(response))
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+ # logger.info("[MOONSHOT_AI] reply={}, total_tokens={}".format(response.choices[0]['message']['content'], response["usage"]["total_tokens"]))
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+ res = requests.post(
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+ self.base_url,
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+ headers=headers,
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+ json=body
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+ )
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+ if res.status_code == 200:
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+ response = res.json()
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+ return {
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+ "total_tokens": response["usage"]["total_tokens"],
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+ "completion_tokens": response["usage"]["completion_tokens"],
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+ "content": response["choices"][0]["message"]["content"]
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+ }
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+ else:
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+ response = res.json()
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+ error = response.get("error")
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+ logger.error(f"[MOONSHOT_AI] chat failed, status_code={res.status_code}, "
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+ f"msg={error.get('message')}, type={error.get('type')}")
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+
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+ result = {"completion_tokens": 0, "content": "提问太快啦,请休息一下再问我吧"}
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+ need_retry = False
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+ if res.status_code >= 500:
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+ # server error, need retry
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+ logger.warn(f"[MOONSHOT_AI] do retry, times={retry_count}")
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+ need_retry = retry_count < 2
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+ elif res.status_code == 401:
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+ result["content"] = "授权失败,请检查API Key是否正确"
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+ elif res.status_code == 429:
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+ result["content"] = "请求过于频繁,请稍后再试"
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+ need_retry = retry_count < 2
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+ else:
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+ need_retry = False
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+
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+ if need_retry:
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+ time.sleep(3)
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+ return self.reply_text(session, args, retry_count + 1)
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+ else:
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+ return result
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+ except Exception as e:
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+ logger.exception(e)
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+ need_retry = retry_count < 2
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+ result = {"completion_tokens": 0, "content": "我现在有点累了,等会再来吧"}
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+ if need_retry:
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+ return self.reply_text(session, args, retry_count + 1)
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+ else:
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+ return result
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