# Midscene Python
Midscene Python 是一个基于 AI 的自动化框架，支持 Web 和 Android 平台的 UI 自动化操作。
## 概述
Midscene Python 提供全面的 UI 自动化能力，具有以下核心特性：
- **自然语言驱动**：使用自然语言描述自动化任务
- **多平台支持**：支持 Web（Selenium/Playwright）和 Android（ADB）
- **AI 模型集成**：支持 GPT-4V、Qwen2.5-VL、Gemini 等多种视觉语言模型
- **可视化调试**：提供详细的执行报告和调试信息
- **缓存机制**：智能缓存提升执行效率
## 项目架构
```
midscene-python/
├── midscene/ # 核心框架
│ ├── core/ # 核心框架
│ │ ├── agent/ # Agent系统
│ │ ├── insight/ # AI推理引擎
│ │ ├── ai_model/ # AI模型集成
│ │ ├── yaml/ # YAML脚本执行器
│ │ └── types.py # 核心类型定义
│ ├── web/ # Web集成
│ │ ├── selenium/ # Selenium集成
│ │ ├── playwright/ # Playwright集成
│ │ └── bridge/ # Bridge模式
│ ├── android/ # Android集成
│ │ ├── device.py # 设备管理
│ │ └── agent.py # Android Agent
│ ├── cli/ # 命令行工具
│ ├── mcp/ # MCP协议支持
│ ├── shared/ # 共享工具
│ └── visualizer/ # 可视化报告
├── examples/ # 示例代码
├── tests/ # 测试用例
└── docs/ # 文档
```
## 技术栈
- **Python 3.9+**：核心运行环境
- **Pydantic**：数据验证和序列化
- **Selenium/Playwright**：Web 自动化
- **OpenCV/Pillow**：图像处理
- **HTTPX/AIOHTTP**：HTTP 客户端
- **Typer**：CLI 框架
- **Loguru**：日志记录
## 快速开始
### 安装
```bash
pip install midscene-python
```
### 基础用法
```python
from midscene import Agent
from midscene.web import SeleniumWebPage
# 创建 Web Agent
with SeleniumWebPage.create() as page:
agent = Agent(page)
# 使用自然语言进行自动化操作
await agent.ai_action("点击登录按钮")
await agent.ai_action("输入用户名 'test@example.com'")
await agent.ai_action("输入密码 'password123'")
await agent.ai_action("点击提交按钮")
# 数据提取
user_info = await agent.ai_extract("提取用户个人信息")
# 断言验证
await agent.ai_assert("页面显示欢迎信息")
```
## 主要特性
### 🤖 AI 驱动的自动化
使用自然语言描述操作，AI 自动理解并执行：
```python
await agent.ai_action("在搜索框中输入'Python教程'并搜索")
```
### 🔍 智能元素定位
支持多种定位策略，自动选择最优方案：
```python
element = await agent.ai_locate("登录按钮")
```
### 📊 数据提取
从页面提取结构化数据：
```python
products = await agent.ai_extract({
"products": [
{"name": "产品名称", "price": "价格", "rating": "评分"}
]
})
```
### ✅ 智能断言
AI 理解页面状态，进行智能断言：
```python
await agent.ai_assert("用户已成功登录")
```
## 许可证
MIT License
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