autogen改变屏幕亮度
学习资料
官方的入门教程很容易入门，所以推荐使用官方的学习资料：autogen官方教程
小实践，修改屏幕亮度
准备：
- 修改屏幕亮度的python代码(参考：改变屏幕亮度）
- 使用工具(autogen使用工具例子代码)
import tempfilefrom autogen import ConversableAgent,config_list_from_json
from autogen.coding import LocalCommandLineCodeExecutor
from autogen import register_function
import screen_brightness_control as sbc
from typing import Annotated,Literal
Operator = Literal["change"]def change_brightness(value:int,operator: Annotated[Operator, "operator"]) ->str:sbc.set_brightness(value)return 'change successfully'def main():config_list = config_list_from_json(env_or_file='OAI_CONFIG_LIST')temp_dir = tempfile.TemporaryDirectory()#定义assistantassistant_agent_system_message = "You are a helpful AI assistant. ""You can help with change brightness on my device. ""Return 'TERMINATE' when the task is done."assistant_agent = ConversableAgent("assisant",llm_config={'config_list':config_list},system_message=assistant_agent_system_message,code_execution_config=False,)executor = LocalCommandLineCodeExecutor(timeout=10,work_dir=temp_dir.name,)user_proxy_agent = ConversableAgent("user-proxy",code_execution_config={'executor': executor,},human_input_mode="ALWAYS",)#注册工具# Register the tool signature with the assistant agent.assistant_agent.register_for_llm(name="changeScreenbrightness", description="A tool to change screen brightness")(change_brightness)# Register the tool function with the user proxy agent.user_proxy_agent.register_for_execution(name="changeScreenbrightness")(change_brightness)chat_result = user_proxy_agent.initiate_chat(assistant_agent,message='Change brightness to 50')if __name__ == '__main__':main()
OAI_CONFIG_LIST文件的配置为：
[{"model": "qwen-plus-latest", "base_url":"https://dashscope.aliyuncs.com/compatible-mode/v1","api_type":"qwen","api_key":"你的key","temperature": 0.7,"max_tokens":2000,"stream":0}
]
注意事项
- 这里使用的阿里的兼容openai的接口。是一个比较好的选择，因为autogen对openai的适配度高。
- 使用了下阿里百炼平台的llama3(要申请，有免费额度)，但是不支持function call，所以改成了使用qwen-plus-latest。这个模型还可以，比qwen-turo聪明些。