- OS-Copilot is a pioneering conceptual framework for building generalist computer agents on Linux and MacOS, which provides a unified interface for app interactions in the heterogeneous OS ecosystem.
- Leveraging OS-Copilot, we built FRIDAY, a self-improving AI assistant capable of solving general computer tasks.
-
Clone the GitHub Repository:
git clone https://github.com/OS-Copilot/FRIDAY.git -
Set Up Python Environment: Ensure you have a version 3.10 or higher Python environment. You can create and activate this environment using the following commands, replacing
FRIDAY_envwith your preferred environment name:conda create -n FRIDAY_env python=3.10 -y conda activate FRIDAY_env -
Install Dependencies: Move into the
FRIDAYdirectory and install the necessary dependencies by running:cd FRIDAY pip install -r requirements.txt -
Set OpenAI API Key: Configure your OpenAI API key in config.json and select the model you wish to use.
-
Execute Your Task: Run the following command to start FRIDAY. Replace
[query]with your task as needed. By default, the task is "Move the text files containing the word 'agent' from the folder named 'document' to the path 'working_dir/agent'". If the task requires using related files, you can use--query_file_path [file_path].python run.py --query [query]
Enhance Your Experience with Our Intuitive Frontend! This interface is crafted for effortless control of your agents. For more details, visit FRIDAY Frontend.
All FastAPIs are under： friday/api
- Prepare your FastAPI file: Create a new api folder under friday/api and put your FastAPi python files under that folder.
- Import your FastAPI in API server: Import your apis in friday/core/api_server.py：
import os
from fastapi import FastAPI
from friday.core.server_config import ConfigManager
app = FastAPI()
from friday.api.bing.bing_service import router as bing_router
#[TODO] Import your own api here
from starlette.middleware.base import BaseHTTPMiddleware
from starlette.requests import Request
class LoggingMiddleware(BaseHTTPMiddleware):
async def dispatch(self, request: Request, call_next):
print(f"Incoming request: {request.method} {request.url}")
try:
response = await call_next(request)
except Exception as e:
print(f"Request error: {str(e)}")
raise e from None
else:
print(f"Outgoing response: {response.status_code}")
return response
app.add_middleware(LoggingMiddleware)
# Create a dictionary that maps service names to their routers
services = {
"bing": bing_router,
# [TODO] Add your api router here
}
server_list = [
"bing",
# [TODO] Add your api's service name here.
]
# Include only the routers for the services listed in server_list
for service in server_list:
if service in services:
app.include_router(services[service])
# proxy_manager = ConfigManager()
# proxy_manager.apply_proxies()
if __name__ == "__main__":
import uvicorn
# you can change your port anyway
uvicorn.run(app, host="0.0.0.0", port=8079)- Run API server: Run the server in localhost,or deploy it on your web server:
python api_server.py
- Update API documentation:
Update the API documentation located in friday/core/openapi.json. After launching the API server, you can access the current OpenAPI documentation at http://localhost:8079/openapi.json.
Ensure to thoroughly update each API's summary in the documentation to clearly explain its functionality and usage. This is crucial as FRIDAY relies on these descriptions to understand the purpose of each API.
For example:
{
"openapi": "3.1.0",
"info": {
"title": "FastAPI",
"version": "0.1.0"
},
"paths": {
"/tools/audio2text": {
"post": {
// [TODO] change the summary to describe the usage of your api.
"summary": "A tool that converts audio to natural language text",
"operationId": "audio2text_tools_audio2text_post",
"requestBody": {
"content": {
"multipart/form-data": {
"schema": {
"$ref": "#/components/schemas/Body_audio2text_tools_audio2text_post"
}
}
},
"required": true
},
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {}
}
}
},
"422": {
"description": "Validation Error",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/HTTPValidationError"
}
}
}
}
}
}
},
},
"components": {
"schemas": {
"Body_audio2text_tools_audio2text_post": {
"properties": {
"file": {
"type": "string",
"format": "binary",
"title": "File"
}
},
"type": "object",
"required": [
"file"
],
"title": "Body_audio2text_tools_audio2text_post"
},
}
}
}- Change the base url of tool_request_util.py: FRIDAY utilizes the script located at friday/core/tool_request_util.py to interface with your API tools. After deploying your APIs, make sure to update the base URL in this file to match your API server's URL.
import requests
class ToolRequestUtil:
def __init__(self):
self.session = requests.session()
self.headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_4) AppleWebKit/537.36 (KHTML like Gecko) Chrome/52.0.2743.116 Safari/537.36'}
# [TODO] Change the base url
self.base_url = "http://localhost:8079"
def request(self, api_path, method, params=None, files=None, content_type="application/json"):
"""
:param api_path: the path of the api
:param method: get/post
:param params: the params of the api, can be None
:param files: files to be uploaded, can be None
:param content_type: the content_type of api, e.g., application/json, multipart/form-data, can be None
:return: the return of the api
"""
url = self.base_url + api_path
try:
if method.lower() == "get":
if content_type == "application/json":
result = self.session.get(url=url, json=params, headers=self.headers, timeout=60).json()
else:
result = self.session.get(url=url, params=params, headers=self.headers, timeout=60).json()
elif method.lower() == "post":
if content_type == "multipart/form-data":
result = self.session.post(url=url, files=files, data=params, headers=self.headers).json()
elif content_type == "application/json":
result = self.session.post(url=url, json=params, headers=self.headers).json()
else:
result = self.session.post(url=url, data=params, headers=self.headers).json()
else:
print("request method error!")
return None
return result
except Exception as e:
print("http request error: %s" % e)
return NoneOS-Copilot is provided "as is" without warranty of any kind. Users assume full responsibility for any risks associated with its use, including potential data loss or changes to system settings. The developers of OS-Copilot are not liable for any damages or losses resulting from its use. Users must ensure their actions comply with applicable laws and regulations.
@misc{wu2024oscopilot,
title={OS-Copilot: Towards Generalist Computer Agents with Self-Improvement},
author={Zhiyong Wu and Chengcheng Han and Zichen Ding and Zhenmin Weng and Zhoumianze Liu and Shunyu Yao and Tao Yu and Lingpeng Kong},
year={2024},
eprint={2402.07456},
archivePrefix={arXiv},
primaryClass={cs.AI}
}
If you have any inquiries, suggestions, or wish to contact us for any reason, we warmly invite you to email us at wuzhiyong@pjlab.org.cn.