feat: add qianfan chat bot

This commit is contained in:
jimmyzhuu
2026-04-29 16:19:27 +08:00
parent 6f68ed6bce
commit 161fc6cdf0
5 changed files with 313 additions and 0 deletions

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@@ -21,6 +21,10 @@ def create_bot(bot_type):
from models.deepseek.deepseek_bot import DeepSeekBot
return DeepSeekBot()
elif bot_type == const.QIANFAN:
from models.qianfan.qianfan_bot import QianfanBot
return QianfanBot()
elif bot_type in (const.OPENAI, const.CHATGPT, const.CUSTOM): # OpenAI-compatible API
from models.chatgpt.chat_gpt_bot import ChatGPTBot
return ChatGPTBot()

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@@ -0,0 +1 @@
# encoding:utf-8

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@@ -0,0 +1,157 @@
# encoding:utf-8
import time
import requests
from bridge.context import ContextType
from bridge.reply import Reply, ReplyType
from common import const
from common.log import logger
from config import conf, load_config
from models.bot import Bot
from models.openai_compatible_bot import OpenAICompatibleBot
from models.session_manager import SessionManager
from .qianfan_session import QianfanSession
DEFAULT_API_BASE = "https://qianfan.baidubce.com/v2"
DEFAULT_MODEL = const.ERNIE_45_TURBO_128K
class QianfanBot(Bot, OpenAICompatibleBot):
def __init__(self):
super().__init__()
model = self._resolve_model()
self.sessions = SessionManager(QianfanSession, model=model)
self.args = {
"model": model,
"temperature": conf().get("temperature", 0.7),
"top_p": conf().get("top_p", 1.0),
"frequency_penalty": conf().get("frequency_penalty", 0.0),
"presence_penalty": conf().get("presence_penalty", 0.0),
}
def _resolve_model(self):
model = conf().get("model") or DEFAULT_MODEL
if model == const.QIANFAN:
return DEFAULT_MODEL
return model
@property
def api_key(self):
return conf().get("qianfan_api_key")
@property
def api_base(self):
url = conf().get("qianfan_api_base") or DEFAULT_API_BASE
url = url.rstrip("/")
suffix = "/chat/completions"
if url.endswith(suffix):
url = url[:-len(suffix)]
return url.rstrip("/")
def get_api_config(self):
return {
"api_key": self.api_key,
"api_base": self.api_base,
"model": self._resolve_model(),
"default_temperature": conf().get("temperature", 0.7),
"default_top_p": conf().get("top_p", 1.0),
"default_frequency_penalty": conf().get("frequency_penalty", 0.0),
"default_presence_penalty": conf().get("presence_penalty", 0.0),
}
def _build_headers(self):
return {
"Content-Type": "application/json",
"Authorization": "Bearer {}".format(self.api_key),
}
def reply(self, query, context=None):
if context.type == ContextType.TEXT:
logger.info("[QIANFAN] query={}".format(query))
session_id = context["session_id"]
reply = None
clear_memory_commands = conf().get("clear_memory_commands", ["#清除记忆"])
if query in clear_memory_commands:
self.sessions.clear_session(session_id)
reply = Reply(ReplyType.INFO, "记忆已清除")
elif query == "#清除所有":
self.sessions.clear_all_session()
reply = Reply(ReplyType.INFO, "所有人记忆已清除")
elif query == "#更新配置":
load_config()
reply = Reply(ReplyType.INFO, "配置已更新")
if reply:
return reply
session = self.sessions.session_query(query, session_id)
logger.debug("[QIANFAN] session query={}".format(session.messages))
reply_content = self.reply_text(session, args=self.args.copy())
logger.debug(
"[QIANFAN] new_query={}, session_id={}, reply_cont={}, completion_tokens={}".format(
session.messages,
session_id,
reply_content["content"],
reply_content["completion_tokens"],
)
)
if reply_content["completion_tokens"] == 0 and len(reply_content["content"]) > 0:
reply = Reply(ReplyType.ERROR, reply_content["content"])
elif reply_content["completion_tokens"] > 0:
self.sessions.session_reply(
reply_content["content"], session_id, reply_content["total_tokens"],
)
reply = Reply(ReplyType.TEXT, reply_content["content"])
else:
reply = Reply(ReplyType.ERROR, reply_content["content"])
logger.debug("[QIANFAN] reply {} used 0 tokens.".format(reply_content))
return reply
else:
reply = Reply(ReplyType.ERROR, "Bot不支持处理{}类型的消息".format(context.type))
return reply
def reply_text(self, session, args=None, retry_count=0):
try:
body = dict(args) if args else dict(self.args)
body["messages"] = session.messages
response = requests.post(
"{}/chat/completions".format(self.api_base),
headers=self._build_headers(),
json=body,
timeout=conf().get("request_timeout", 180),
)
if response.status_code == 200:
data = response.json()
return {
"total_tokens": data["usage"]["total_tokens"],
"completion_tokens": data["usage"]["completion_tokens"],
"content": data["choices"][0]["message"]["content"],
}
error = response.json().get("error", {})
logger.error(
"[QIANFAN] chat failed, status_code={}, msg={}".format(
response.status_code, error.get("message")
)
)
result = {"completion_tokens": 0, "content": "提问太快啦,请休息一下再问我吧"}
need_retry = False
if response.status_code >= 500:
need_retry = retry_count < 2
elif response.status_code == 401:
result["content"] = "授权失败,请检查 Qianfan API Key 是否正确"
elif response.status_code == 429:
result["content"] = "请求过于频繁,请稍后再试"
need_retry = retry_count < 2
if need_retry:
time.sleep(3)
return self.reply_text(session, args, retry_count + 1)
return result
except Exception as e:
logger.exception(e)
if retry_count < 2:
return self.reply_text(session, args, retry_count + 1)
return {"completion_tokens": 0, "content": "我现在有点累了,等会再来吧"}

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@@ -0,0 +1,57 @@
from models.session_manager import Session
from common.log import logger
class QianfanSession(Session):
def __init__(self, session_id, system_prompt=None, model="ernie-4.5-turbo-128k"):
super().__init__(session_id, system_prompt)
self.model = model
self.reset()
def discard_exceeding(self, max_tokens, cur_tokens=None):
precise = True
try:
cur_tokens = self.calc_tokens()
except Exception as e:
precise = False
if cur_tokens is None:
raise e
logger.debug("Exception when counting tokens precisely for query: {}".format(e))
while cur_tokens > max_tokens:
if len(self.messages) > 2:
self.messages.pop(1)
elif len(self.messages) == 2 and self.messages[1]["role"] == "assistant":
self.messages.pop(1)
if precise:
cur_tokens = self.calc_tokens()
else:
cur_tokens = cur_tokens - max_tokens
break
elif len(self.messages) == 2 and self.messages[1]["role"] == "user":
logger.warn("user message exceed max_tokens. total_tokens={}".format(cur_tokens))
break
else:
logger.debug("max_tokens={}, total_tokens={}, len(messages)={}".format(
max_tokens, cur_tokens, len(self.messages)))
break
if precise:
cur_tokens = self.calc_tokens()
else:
cur_tokens = cur_tokens - max_tokens
return cur_tokens
def calc_tokens(self):
return num_tokens_from_messages(self.messages, self.model)
def num_tokens_from_messages(messages, model):
tokens = 0
for msg in messages:
content = msg.get("content", "")
if isinstance(content, str):
tokens += len(content)
elif isinstance(content, list):
for block in content:
if isinstance(block, dict):
tokens += len(block.get("text", ""))
return tokens

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@@ -99,5 +99,99 @@ class TestQianfanConstantsAndRouting(unittest.TestCase):
)
class TestQianfanBot(unittest.TestCase):
def _fake_conf(self, values=None):
data = {
"model": "ernie-4.5-turbo-128k",
"qianfan_api_key": "test-qianfan-key",
"qianfan_api_base": "https://qianfan.baidubce.com/v2",
"temperature": 0.7,
"top_p": 1.0,
"frequency_penalty": 0.0,
"presence_penalty": 0.0,
"request_timeout": 180,
"clear_memory_commands": ["#清除记忆"],
"conversation_max_tokens": 1000,
"expires_in_seconds": 3600,
}
if values:
data.update(values)
fake_conf = MagicMock()
fake_conf.get.side_effect = lambda key, default=None: data.get(key, default)
return fake_conf
def test_bot_factory_returns_qianfan_bot(self):
from common import const
from models.bot_factory import create_bot
fake_conf = self._fake_conf()
with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
with patch("models.qianfan.qianfan_bot.SessionManager"):
bot = create_bot(const.QIANFAN)
from models.qianfan.qianfan_bot import QianfanBot
self.assertIsInstance(bot, QianfanBot)
def test_default_model_uses_ernie_when_model_is_provider_alias(self):
fake_conf = self._fake_conf({"model": "qianfan"})
with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
with patch("models.qianfan.qianfan_bot.SessionManager"):
from models.qianfan.qianfan_bot import QianfanBot
bot = QianfanBot()
self.assertEqual(bot.args["model"], "ernie-4.5-turbo-128k")
def test_reply_text_posts_openai_compatible_payload(self):
fake_conf = self._fake_conf()
fake_response = MagicMock()
fake_response.status_code = 200
fake_response.json.return_value = {
"choices": [{"message": {"content": "你好,我是文心。"}}],
"usage": {"total_tokens": 12, "completion_tokens": 6},
}
session = MagicMock()
session.messages = [{"role": "user", "content": "你好"}]
with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
with patch("models.qianfan.qianfan_bot.SessionManager"):
from models.qianfan.qianfan_bot import QianfanBot
bot = QianfanBot()
with patch("models.qianfan.qianfan_bot.requests.post", return_value=fake_response) as post:
result = bot.reply_text(session)
self.assertEqual(result["content"], "你好,我是文心。")
self.assertEqual(result["total_tokens"], 12)
self.assertEqual(result["completion_tokens"], 6)
post.assert_called_once()
url = post.call_args.args[0]
kwargs = post.call_args.kwargs
self.assertEqual(url, "https://qianfan.baidubce.com/v2/chat/completions")
self.assertEqual(kwargs["headers"]["Authorization"], "Bearer test-qianfan-key")
self.assertEqual(kwargs["json"]["model"], "ernie-4.5-turbo-128k")
self.assertEqual(kwargs["json"]["messages"], [{"role": "user", "content": "你好"}])
def test_reply_text_returns_auth_error_for_401(self):
fake_conf = self._fake_conf()
fake_response = MagicMock()
fake_response.status_code = 401
fake_response.json.return_value = {"error": {"message": "invalid api key"}}
fake_response.text = '{"error":{"message":"invalid api key"}}'
session = MagicMock()
session.messages = [{"role": "user", "content": "你好"}]
with patch("models.qianfan.qianfan_bot.conf", return_value=fake_conf):
with patch("models.qianfan.qianfan_bot.SessionManager"):
from models.qianfan.qianfan_bot import QianfanBot
bot = QianfanBot()
with patch("models.qianfan.qianfan_bot.requests.post", return_value=fake_response):
result = bot.reply_text(session)
self.assertEqual(result["completion_tokens"], 0)
self.assertEqual(result["content"], "授权失败,请检查 Qianfan API Key 是否正确")
if __name__ == "__main__":
unittest.main()