update

Author: MarkShawn2020

.gitmodules

@@ -29,3 +29,6 @@
 [submodule "cases/case_pdf-parser"]
 	path = cases/pdf-parser
 	url = git@github.com:cs-magic/case_pdf-parser.git
+[submodule "lab/ai-data-analysis"]
+	path = lab/ai-data-analysis
+	url = git@github.com:MarkShawn2020/ai-data-analysis.git

apps/auto-gui/.gitignore

@@ -0,0 +1,213 @@
+screenshots/*
+**/.data
+
+### general template
+**/.idea
+
+out
+
+### JupyterNotebooks template
+# gitignore template for Jupyter Notebooks
+# website: http://jupyter.org/
+
+.ipynb_checkpoints
+*/.ipynb_checkpoints/*
+
+# IPython
+profile_default/
+ipython_config.py
+
+# Remove previous ipynb_checkpoints
+#   git rm -r .ipynb_checkpoints/
+
+### macOS template
+# General
+.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+### Python template
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
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+.eggs/
+libs/
+lib64/
+parts/
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+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
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+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+

apps/auto-gui/README.md

@@ -0,0 +1,92 @@
+# AI Browser Assistant (experimental)
+
+> 用 cursor 两小时试了一下，目前还需要进一步优化，暂时仅供学习使用。
+
+基于大语言模型的浏览器自动化助手，能够通过自然语言指令完成各种浏览器操作任务。
+
+## 功能特点
+
+- 支持自然语言输入任务指令
+- 基于 Claude-3.5 大语言模型的智能决策
+- 实时屏幕截图分析
+- 自动化鼠标和键盘操作
+- 任务进度实时监控
+- 支持任务中断和取消
+
+## 工作原理
+
+1. 用户输入自然语言任务描述
+2. 系统启动任务循环:
+   - 捕获当前屏幕截图
+   - 将截图发送给 Claude-3.5 分析
+   - 模型根据当前界面状态决定下一步操作
+   - 执行相应的鼠标/键盘操作
+   - 评估任务完成状态
+3. 任务完成或用户手动中断时结束
+
+## 使用示例 (TODO)
+
+```python
+# 示例任务: 在京东购买帽子
+task = "在京东上找一顶好看且性价比高的帽子并完成购买"
+assistant = BrowserAssistant()
+assistant.run_task(task)
+```
+
+
+## 环境要求
+
+- Python 3.8+
+- 依赖包:
+  - opencv-python
+  - pyautogui
+  - anthropic-sdk
+  - pillow
+
+## 安装说明
+
+
+```bash
+git clone https://github.com/yourusername/ai-browser-assistant
+cd ai-browser-assistant
+pip install -r requirements.txt
+```
+
+
+## 配置说明
+
+1. 在 `config.yaml` 中配置你的 Claude API 密钥:
+
+```yaml
+claude:
+api_key: "your-api-key-here"
+```
+
+2. 根据需要调整截图间隔和其他参数
+
+## 使用注意
+
+- 确保良好的网络连接以保证与 Claude API 的通信
+- 建议在操作过程中不要移动鼠标或使用键盘
+- 如需中断任务，按 Ctrl+C
+
+## 开发计划
+
+- [ ] 支持更多浏览器操作
+- [ ] 优化模型决策准确性
+- [ ] 添加任务历史记录
+- [ ] 支持并行任务处理
+- [ ] 添加 GUI 界面
+
+## 贡献指南
+
+欢迎提交 Issue 和 Pull Request 来帮助改进项目。
+
+## 许可证
+
+MIT License
+
+## 联系方式
+
+- 项目主页: https://github.com/cs-magic/auto-gui
+- 问题反馈: https://github.com/cs-magic/auto-gui/issues