add data analysis workflow

.gitignore

@@ -1,292 +1,63 @@
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[codz]
-*$py.class
+# Environment variables
+.env
+.env.*
+!.env.example
+*.backup
 
-# 忽略所有以 _cache 结尾的目录
-*_cache/
+# Logs
+*.log
+logs/
 
-# 忽略所有以 _cache 结尾的文件
-*_cache
+# Outputs
+outputs/
+dataflow_agent/
 
-# C extensions
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
 *.so
-
-dataflow_agent/tmps/
-dataflow_cache/
-.dfavenv
-.dfavenv/
-dataflow_agent/toolkits/multimodaltool/models/
-dataflow_agent/toolkits/multimodaltool/onnx/
-
-# Distribution / packaging
 .Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-/lib/
-/lib64/
-parts/
-sdist/
-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
-*.cove
-*.py.cover
-.hypothesis/
-.pytest_cache/
-cover/
-tests/
-# 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
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-# pipenv
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-#   install all needed dependencies.
-#Pipfile.lock
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-# UV
-#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
-#   This is especially recommended for binary packages to ensure reproducibility, and is more
-#   commonly ignored for libraries.
-#uv.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
-#poetry.toml
-
-# pdm
-#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#   pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python.
-#   https://pdm-project.org/en/latest/usage/project/#working-with-version-control
-#pdm.lock
-#pdm.toml
-.pdm-python
-.pdm-build/
-
-# pixi
-#   Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control.
-#pixi.lock
-#   Pixi creates a virtual environment in the .pixi directory, just like venv module creates one
-#   in the .venv directory. It is recommended not to include this directory in version control.
-.pixi
-
-# 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
-.envrc
-.venv
-env/
 venv/
+.venv/
+env/
 ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
+*.egg-info/
+.pytest_cache/
 .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/
-
-# Abstra
-# Abstra is an AI-powered process automation framework.
-# Ignore directories containing user credentials, local state, and settings.
-# Learn more at https://abstra.io/docs
-.abstra/
-
-# Visual Studio Code
-#  Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore 
-#  that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
-#  and can be added to the global gitignore or merged into this file. However, if you prefer, 
-#  you could uncomment the following to ignore the entire vscode folder
-# .vscode/
-
-# Ruff stuff:
-.ruff_cache/
-
-# PyPI configuration file
-.pypirc
-
-# Cursor
-#  Cursor is an AI-powered code editor. `.cursorignore` specifies files/directories to
-#  exclude from AI features like autocomplete and code analysis. Recommended for sensitive data
-#  refer to https://docs.cursor.com/context/ignore-files
-.cursorignore
-.cursorindexingignore
-
-# Claude Code
-CLAUDE.md
-
-# Marimo
-marimo/_static/
-marimo/_lsp/
-__marimo__/
+.coverage
+htmlcov/
 
-# Frontend / Node.js
+# Node.js
 node_modules/
-frontend-workflow/node_modules/
-frontend-workflow/dist/
-frontend-workflow/build/
-frontend-workflow/.vite/
-*.local
-
-# Logs
+dist/
+build/
+.next/
 npm-debug.log*
 yarn-debug.log*
 yarn-error.log*
-pnpm-debug.log*
-lerna-debug.log*
-dataflow_agent.log*
-dataflow_agent.log.*
-
-# Editor directories and files
-.DS_Store
-*.suo
-*.ntvs*
-*.njsproj
-*.sln
-*.sw?
-
-# TypeScript cache
-*.tsbuildinfo
-outputs/
 
-fastapi_app/invite_codes.txt
-models/*
-outputs/*
-tmps/*
-data/*
-sam_b.pt
-# fastapi
-fastapi_app/outputs/
-nohup.out
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
 
-invite_codes.txt
-
-.vscode
-
-logs/
-conf/
-
-logs
-dev-debug.log
-# Dependency directories
-# Environment variables
-.idea
-# OS specific
-
-# Task files
-# tasks.json
-# tasks/ 
-
-# Taskmaster AI (local task management)
-.taskmaster/
-
-script/optimize_readme_assets.py
+# OS
+.DS_Store
+Thumbs.db
 
-# Personal notes
-iphone.md
+# Database
+*.db
+*.sqlite
+*.sqlite3
 
-.claude
+# Temporary files
+*.tmp
+*.temp
+*.bak
 
-rebuttal_sessions/
+# Static uploads
+static/uploads/
+.claude/