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https://github.com/zhayujie/chatgpt-on-wechat.git
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feat: add qianfan chat bot
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jimmyzhuu
157
models/qianfan/qianfan_bot.py
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157
models/qianfan/qianfan_bot.py
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# encoding:utf-8
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import time
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import requests
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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 import const
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from common.log import logger
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from config import conf, load_config
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from models.bot import Bot
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from models.openai_compatible_bot import OpenAICompatibleBot
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from models.session_manager import SessionManager
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from .qianfan_session import QianfanSession
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DEFAULT_API_BASE = "https://qianfan.baidubce.com/v2"
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DEFAULT_MODEL = const.ERNIE_45_TURBO_128K
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class QianfanBot(Bot, OpenAICompatibleBot):
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def __init__(self):
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super().__init__()
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model = self._resolve_model()
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self.sessions = SessionManager(QianfanSession, model=model)
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self.args = {
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"model": model,
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"temperature": conf().get("temperature", 0.7),
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"top_p": conf().get("top_p", 1.0),
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"frequency_penalty": conf().get("frequency_penalty", 0.0),
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"presence_penalty": conf().get("presence_penalty", 0.0),
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}
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def _resolve_model(self):
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model = conf().get("model") or DEFAULT_MODEL
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if model == const.QIANFAN:
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return DEFAULT_MODEL
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return model
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@property
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def api_key(self):
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return conf().get("qianfan_api_key")
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@property
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def api_base(self):
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url = conf().get("qianfan_api_base") or DEFAULT_API_BASE
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url = url.rstrip("/")
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suffix = "/chat/completions"
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if url.endswith(suffix):
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url = url[:-len(suffix)]
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return url.rstrip("/")
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def get_api_config(self):
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return {
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"api_key": self.api_key,
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"api_base": self.api_base,
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"model": self._resolve_model(),
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"default_temperature": conf().get("temperature", 0.7),
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"default_top_p": conf().get("top_p", 1.0),
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"default_frequency_penalty": conf().get("frequency_penalty", 0.0),
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"default_presence_penalty": conf().get("presence_penalty", 0.0),
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}
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def _build_headers(self):
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return {
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"Content-Type": "application/json",
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"Authorization": "Bearer {}".format(self.api_key),
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}
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def reply(self, query, context=None):
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if context.type == ContextType.TEXT:
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logger.info("[QIANFAN] query={}".format(query))
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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("[QIANFAN] session query={}".format(session.messages))
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reply_content = self.reply_text(session, args=self.args.copy())
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logger.debug(
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"[QIANFAN] 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(
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reply_content["content"], session_id, reply_content["total_tokens"],
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)
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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("[QIANFAN] 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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def reply_text(self, session, args=None, retry_count=0):
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try:
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body = dict(args) if args else dict(self.args)
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body["messages"] = session.messages
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response = requests.post(
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"{}/chat/completions".format(self.api_base),
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headers=self._build_headers(),
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json=body,
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timeout=conf().get("request_timeout", 180),
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)
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if response.status_code == 200:
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data = response.json()
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return {
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"total_tokens": data["usage"]["total_tokens"],
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"completion_tokens": data["usage"]["completion_tokens"],
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"content": data["choices"][0]["message"]["content"],
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}
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error = response.json().get("error", {})
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logger.error(
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"[QIANFAN] chat failed, status_code={}, msg={}".format(
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response.status_code, error.get("message")
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)
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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 response.status_code >= 500:
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need_retry = retry_count < 2
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elif response.status_code == 401:
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result["content"] = "授权失败，请检查 Qianfan API Key 是否正确"
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elif response.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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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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return result
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except Exception as e:
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logger.exception(e)
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if retry_count < 2:
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return self.reply_text(session, args, retry_count + 1)
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return {"completion_tokens": 0, "content": "我现在有点累了，等会再来吧"}
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