pref: 增加llm异步请求

This commit is contained in:
bmy
2024-08-04 11:20:34 +08:00
parent f3bb720bed
commit 2e6ce3e1f7
4 changed files with 50 additions and 19 deletions

View File

@@ -375,6 +375,9 @@ class label_filter:
return (False, 0)
class LLM_deepseek:
def __init__(self):
self.response = None
self.status = False
self.chat = ''
self.client = OpenAI(api_key="sk-c2e1073883304143981a9750b97c3518", base_url="https://api.deepseek.com")
self.prompt = '''
你是一个机器人动作规划者,请把我的话翻译成机器人动作规划并生成对应的 JSON 结果。请注意,只能使用以下指定的动作,不能创造新的动作:
@@ -421,17 +424,42 @@ class LLM_deepseek:
强调一下,对于‘离开’这个指令,请忽略,这对我很重要!
'''
def get_command_json(self,chat):
response = self.client.chat.completions.create(
model="deepseek-chat",
messages=[
{"role": "system", "content": self.prompt},
{"role": "user", "content": '我的话如下:' + chat},
],
stream=False,
temperature=0.7
)
return response.choices[0].message.content
def request_thread(self):
logger.info("llm 请求远程服务器中 (request_thread)")
try:
self.response = self.client.chat.completions.create(
model="deepseek-chat",
messages=[
{"role": "system", "content": self.prompt},
{"role": "user", "content": '我的话如下:' + self.chat},
],
stream=False,
temperature=0.7
)
logger.info("llm 远程服务器正常返回 (request_thread)")
except:
logger.warning("llm 请求失败或返回异常,先检查网络连接 (request_thread)")
self.status = True
def request(self, _chat):
self.chat = _chat
thread = threading.Thread(target=self.request_thread, daemon=True)
thread.start()
logger.info("llm 开启请求线程")
def get_command_json(self,chat = ''):
# response = self.client.chat.completions.create(
# model="deepseek-chat",
# messages=[
# {"role": "system", "content": self.prompt},
# {"role": "user", "content": '我的话如下:' + chat},
# ],
# stream=False,
# temperature=0.7
# )
logger.info("llm 阻塞等待服务器返回中")
while not self.status: # FIXME 阻塞等待是否合适
pass
logger.info("llm 收到返回")
return self.response.choices[0].message.content
class LLM:
def __init__(self):
self.init_done_flag = False