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https://github.com/zhayujie/chatgpt-on-wechat.git
synced 2026-06-02 00:57:41 +08:00
feat: add qianfan chat bot
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@@ -21,6 +21,10 @@ def create_bot(bot_type):
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from models.deepseek.deepseek_bot import DeepSeekBot
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return DeepSeekBot()
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elif bot_type == const.QIANFAN:
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from models.qianfan.qianfan_bot import QianfanBot
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return QianfanBot()
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elif bot_type in (const.OPENAI, const.CHATGPT, const.CUSTOM): # OpenAI-compatible API
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from models.chatgpt.chat_gpt_bot import ChatGPTBot
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return ChatGPTBot()
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1
models/qianfan/__init__.py
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1
models/qianfan/__init__.py
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@@ -0,0 +1 @@
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# encoding:utf-8
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157
models/qianfan/qianfan_bot.py
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157
models/qianfan/qianfan_bot.py
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@@ -0,0 +1,157 @@
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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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57
models/qianfan/qianfan_session.py
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57
models/qianfan/qianfan_session.py
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@@ -0,0 +1,57 @@
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from models.session_manager import Session
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from common.log import logger
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class QianfanSession(Session):
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def __init__(self, session_id, system_prompt=None, model="ernie-4.5-turbo-128k"):
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super().__init__(session_id, system_prompt)
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self.model = model
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self.reset()
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def discard_exceeding(self, max_tokens, cur_tokens=None):
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precise = True
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try:
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cur_tokens = self.calc_tokens()
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except Exception as e:
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precise = False
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if cur_tokens is None:
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raise e
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logger.debug("Exception when counting tokens precisely for query: {}".format(e))
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while cur_tokens > max_tokens:
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if len(self.messages) > 2:
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self.messages.pop(1)
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elif len(self.messages) == 2 and self.messages[1]["role"] == "assistant":
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self.messages.pop(1)
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if precise:
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cur_tokens = self.calc_tokens()
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else:
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cur_tokens = cur_tokens - max_tokens
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break
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elif len(self.messages) == 2 and self.messages[1]["role"] == "user":
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logger.warn("user message exceed max_tokens. total_tokens={}".format(cur_tokens))
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break
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else:
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logger.debug("max_tokens={}, total_tokens={}, len(messages)={}".format(
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max_tokens, cur_tokens, len(self.messages)))
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break
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if precise:
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cur_tokens = self.calc_tokens()
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else:
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cur_tokens = cur_tokens - max_tokens
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return cur_tokens
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def calc_tokens(self):
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return num_tokens_from_messages(self.messages, self.model)
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def num_tokens_from_messages(messages, model):
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tokens = 0
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for msg in messages:
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content = msg.get("content", "")
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if isinstance(content, str):
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tokens += len(content)
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elif isinstance(content, list):
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for block in content:
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if isinstance(block, dict):
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tokens += len(block.get("text", ""))
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return tokens
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@@ -99,5 +99,99 @@ class TestQianfanConstantsAndRouting(unittest.TestCase):
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)
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class TestQianfanBot(unittest.TestCase):
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def _fake_conf(self, values=None):
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data = {
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"model": "ernie-4.5-turbo-128k",
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"qianfan_api_key": "test-qianfan-key",
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"qianfan_api_base": "https://qianfan.baidubce.com/v2",
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"temperature": 0.7,
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"top_p": 1.0,
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"frequency_penalty": 0.0,
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"presence_penalty": 0.0,
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"request_timeout": 180,
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"clear_memory_commands": ["#清除记忆"],
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"conversation_max_tokens": 1000,
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"expires_in_seconds": 3600,
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}
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if values:
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data.update(values)
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fake_conf = MagicMock()
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fake_conf.get.side_effect = lambda key, default=None: data.get(key, default)
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return fake_conf
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def test_bot_factory_returns_qianfan_bot(self):
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from common import const
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from models.bot_factory import create_bot
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fake_conf = self._fake_conf()
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with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
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with patch("models.qianfan.qianfan_bot.SessionManager"):
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bot = create_bot(const.QIANFAN)
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from models.qianfan.qianfan_bot import QianfanBot
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self.assertIsInstance(bot, QianfanBot)
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def test_default_model_uses_ernie_when_model_is_provider_alias(self):
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fake_conf = self._fake_conf({"model": "qianfan"})
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with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
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with patch("models.qianfan.qianfan_bot.SessionManager"):
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from models.qianfan.qianfan_bot import QianfanBot
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bot = QianfanBot()
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self.assertEqual(bot.args["model"], "ernie-4.5-turbo-128k")
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def test_reply_text_posts_openai_compatible_payload(self):
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fake_conf = self._fake_conf()
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fake_response = MagicMock()
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fake_response.status_code = 200
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fake_response.json.return_value = {
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"choices": [{"message": {"content": "你好,我是文心。"}}],
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"usage": {"total_tokens": 12, "completion_tokens": 6},
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}
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session = MagicMock()
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session.messages = [{"role": "user", "content": "你好"}]
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with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
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with patch("models.qianfan.qianfan_bot.SessionManager"):
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from models.qianfan.qianfan_bot import QianfanBot
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bot = QianfanBot()
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with patch("models.qianfan.qianfan_bot.requests.post", return_value=fake_response) as post:
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result = bot.reply_text(session)
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self.assertEqual(result["content"], "你好,我是文心。")
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self.assertEqual(result["total_tokens"], 12)
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self.assertEqual(result["completion_tokens"], 6)
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post.assert_called_once()
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url = post.call_args.args[0]
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kwargs = post.call_args.kwargs
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self.assertEqual(url, "https://qianfan.baidubce.com/v2/chat/completions")
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self.assertEqual(kwargs["headers"]["Authorization"], "Bearer test-qianfan-key")
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self.assertEqual(kwargs["json"]["model"], "ernie-4.5-turbo-128k")
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self.assertEqual(kwargs["json"]["messages"], [{"role": "user", "content": "你好"}])
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def test_reply_text_returns_auth_error_for_401(self):
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fake_conf = self._fake_conf()
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fake_response = MagicMock()
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fake_response.status_code = 401
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fake_response.json.return_value = {"error": {"message": "invalid api key"}}
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fake_response.text = '{"error":{"message":"invalid api key"}}'
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session = MagicMock()
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session.messages = [{"role": "user", "content": "你好"}]
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with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
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with patch("models.qianfan.qianfan_bot.SessionManager"):
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from models.qianfan.qianfan_bot import QianfanBot
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bot = QianfanBot()
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with patch("models.qianfan.qianfan_bot.requests.post", return_value=fake_response):
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result = bot.reply_text(session)
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self.assertEqual(result["completion_tokens"], 0)
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self.assertEqual(result["content"], "授权失败,请检查 Qianfan API Key 是否正确")
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if __name__ == "__main__":
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unittest.main()
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