PageEyes Agent 是一个轻量级 UI Agent,通过自然语言指令驱动,无需编写脚本既可实现Web、Android平台的UI自动化任务。
Project description
PageEyes Agent
PageEyes Agent 是基于 Pydantic AI 框架开发的一个轻量级 UI Agent, 其中元素信息感知能力依靠 OmniParserV2 模型,整个 Agent 的优势在于不依赖视觉语言大模型, 即使小参数的 LLM 也能胜任路径规划能力,同时支持多平台(Web、Android),目前主要包含以下功能:
- 完全由自然语言指令驱动,无需编写脚本,既可实现自动化测试,UI巡检等任务
- 跨平台、夸端支持,在 Python 环境中安装 page-eyes 库和配置 OmniParser 服务后即可开始 Web、Android 平台的自动化任务,未来还将继续支持iOS平台
- 支持多种大模型接入,包括DeepSeek、OpenAI、千问等,默认使用 DeepSeek V3 模型,后续会支持更多大模型接入
- 可通过自然语言进行断言,并生成详细的执行日志和报告,方便测试人员查看执行过程和结果
安装
pip install page-eyes
快速开始
配置环境变量
| 环境变量 | 默认值 | 说明 |
|---|---|---|
| AGENT_MODEL | openai:deepseek-v3 | 使用的AI模型,当前设置为deepseek-v3 |
| AGENT_DEBUG | False | 是否启用调试模式 |
| AGENT_HEADLESS | False | 是否使用无头模式 |
| AGENT_LOG_GRAPH_NODE | False | 是否记录图节点日志 |
| AGENT_OMNI_KEY | test-UfcWMpXW | Omni服务的认证密钥 |
| OPENAI_BASE_URL | http://deepseek.tmeoa.com/v1/ | DeepSeek API的服务端点 |
| OPENAI_API_KEY | a22a37d7-xxx | 调用DeepSeek API所需的认证密钥 |
| COS_SECRET_ID | xxx | 腾讯云COS服务的Secret ID |
| COS_SECRET_KEY | xxx | 腾讯云COS服务的Secret Key |
使用示例
import asyncio
from page_eyes.agent import WebAgent, MobileAgent
async def main():
# Web 端
ui_agent = await WebAgent.create(simulate_device='iPhone 15 Pro')
# 移动端
# ui_agent = await MobileAgent.create(serial='android-udid')
report = await ui_agent.run(
('1.打开 url "https://yobang.tencentmusic.com/chart/uni-chart/rankList/"\n'
'2.点击"查找icon"\n'
'3.在搜索输入框中输入"小美满"\n'
'4.点击"小美满> "\n'
'5.点击"日榜"'
))
if __name__ == "__main__":
asyncio.run(main())
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