Langchain-Chatchat/server/llm_api.py

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2023-07-27 23:22:07 +08:00
import subprocess
import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(__file__)))
from configs.model_config import llm_model_dict, LLM_MODEL, LOG_PATH, logger
def execute_command(command):
process = subprocess.Popen(command, shell=True)
return process.pid
host_ip = "0.0.0.0"
port = 8888
model_path = llm_model_dict[LLM_MODEL]["local_model_path"]
if not model_path:
logger.error("local_model_path 不能为空")
else:
# 启动任务
command1 = f'nohup python -m fastchat.serve.controller >> {LOG_PATH}/fastchat_log.txt 2>&1 &'
process1 = execute_command(command1)
logger.info(f"已执行 {command1}")
logger.info(f"Process 1 started with PID: {process1}")
command2 = f'nohup python -m fastchat.serve.model_worker --model-path "{model_path}" --device mps >> {LOG_PATH}/fastchat_log.txt 2>&1 &'
process2 = execute_command(command2)
logger.info(f"已执行 {command2}")
logger.info(f"Process 2 started with PID: {process2}")
command3 = f'nohup python -m fastchat.serve.openai_api_server --host "{host_ip}" --port {port} >> {LOG_PATH}/fastchat_log.txt 2>&1 &'
process3 = execute_command(command3)
logger.info(f"已执行 {command3}")
logger.info(f"Process 3 started with PID: {process3}")
# TODO: model_worker.log 与 controller.log 存储位置未指定为 LOG_PATH
logger.info(f"如需查看 llm_api 日志,请前往 {LOG_PATH}")
# 服务启动后接口调用示例:
# import openai
# openai.api_key = "EMPTY" # Not support yet
# openai.api_base = "http://0.0.0.0:8000/v1"
# model = "chatglm2-6b"
# # create a chat completion
# completion = openai.ChatCompletion.create(
# model=model,
# messages=[{"role": "user", "content": "Hello! What is your name?"}]
# )
# # print the completion
# print(completion.choices[0].message.content)