[project]
name = "ragflow"
version = "0.22.1"
description = "[RAGFlow](https://ragflow.io/) is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data."
authors = [{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }]
license-files = ["LICENSE"]
readme = "README.md"
requires-python = ">=3.12,<3.15"
dependencies = [
    "aiosmtplib>=5.0.0",
    "akshare>=1.15.78,<2.0.0",
    "anthropic==0.34.1",
    "arxiv==2.1.3",
    "aspose-slides==24.7.0; platform_machine == 'x86_64' or (sys_platform == 'darwin' and platform_machine == 'arm64')",
    "atlassian-python-api==4.0.7",
    "azure-identity==1.17.1",
    "azure-storage-file-datalake==12.16.0",
    "beartype>=0.20.0,<1.0.0",
    "bio==1.7.1",
    "boxsdk>=10.1.0",
    "captcha>=0.7.1",
    "cn2an==0.5.22",
    "cohere==5.6.2",
    "Crawl4AI>=0.4.0,<1.0.0",
    "dashscope==1.20.11",
    "deepl==1.18.0",
    "demjson3==3.0.6",
    "discord-py==2.3.2",
    "dropbox==12.0.2",
    "duckduckgo-search>=7.2.0,<8.0.0",
    "editdistance==0.8.1",
    "elasticsearch-dsl==8.12.0",
    "exceptiongroup>=1.3.0,<2.0.0",
    "extract-msg>=0.39.0",
    "ffmpeg-python>=0.2.0",
    "flasgger>=0.9.7.1,<0.10.0",
    "flask-cors==6.0.2",
    "flask-login==0.6.3",
    "flask-mail>=0.10.0",
    "flask-session==0.8.0",
    "google-auth-oauthlib>=1.2.0,<2.0.0",
    "google-genai>=1.41.0,<2.0.0",
    "google-generativeai>=0.8.1,<0.9.0", # Needed for cv_model and embedding_model
    "google-search-results==2.4.2",
    "graspologic @ git+https://github.com/yuzhichang/graspologic.git@38e680cab72bc9fb68a7992c3bcc2d53b24e42fd",
    "groq==0.9.0",
    "grpcio-status==1.67.1",
    "html-text==0.6.2",
    "infinity-sdk==0.6.11",
    "infinity-emb>=0.0.66,<0.0.67",
    "jira==3.10.5",
    "json-repair==0.35.0",
    "langfuse>=2.60.0",
    "mammoth>=1.11.0",
    "markdown==3.6",
    "markdown-to-json==2.1.1",
    "markdownify>=1.2.0",
    "mcp>=1.19.0",
    "mini-racer>=0.12.4,<0.13.0",
    "minio==7.2.4",
    "mistralai==0.4.2",
    "moodlepy>=0.23.0",
    "mypy-boto3-s3==1.40.26",
    "Office365-REST-Python-Client==2.6.2",
    "ollama>=0.5.0",
    "onnxruntime==1.23.2; sys_platform == 'darwin' or platform_machine != 'x86_64'",
    "onnxruntime-gpu==1.23.2; sys_platform != 'darwin' and platform_machine == 'x86_64'",
    "opencv-python==4.10.0.84",
    "opencv-python-headless==4.10.0.84",
    "opendal>=0.45.0,<0.46.0",
    "opensearch-py==2.7.1",
    "ormsgpack==1.5.0",
    "pdfplumber==0.10.4",
    "pluginlib==0.9.4",
    "psycopg2-binary>=2.9.11,<3.0.0",
    "pyclipper>=1.4.0,<2.0.0",
    "pycryptodomex==3.20.0",
    "pyobvector==0.2.18",
    "pyodbc>=5.2.0,<6.0.0",
    "pypandoc>=1.16",
    "pypdf==6.4.0",
    "pypdf2>=3.0.1,<4.0.0",
    "python-calamine>=0.4.0",
    "python-docx>=1.1.2,<2.0.0",
    "python-pptx>=1.0.2,<2.0.0",
    "pywencai>=0.13.1,<1.0.0",
    "qianfan==0.4.6",
    "quart-auth==0.11.0",
    "quart-cors==0.8.0",
    "ranx==0.3.20",
    "readability-lxml>=0.8.4,<1.0.0",
    "replicate==0.31.0",
    "reportlab>=4.4.1",
    "roman-numbers==1.0.2",
    "ruamel-base==1.0.0",
    "ruamel-yaml>=0.18.6,<0.19.0",
    "scholarly==1.7.11",
    "selenium-wire==5.1.0",
    "slack-sdk==3.37.0",
    "socksio==1.0.0",
    "sqlglotrs==0.9.0",
    "strenum==0.4.15",
    "tavily-python==0.5.1",
    "tencentcloud-sdk-python==3.0.1478",
    "tika==2.6.0",
    "valkey==6.0.2",
    "vertexai==1.70.0",
    "volcengine==1.0.194",
    "voyageai==0.2.3",
    "webdav4>=0.10.0,<0.11.0",
    "webdriver-manager==4.0.1",
    "wikipedia==1.4.0",
    "word2number==1.1",
    "xgboost==1.6.0",
    "xpinyin==0.7.6",
    "yfinance==0.2.65",
    "zhipuai==2.0.1",
#    following modules aren't necessary
#    "nltk==3.9.1",
#    "numpy>=1.26.0,<2.0.0",
#    "openai>=1.45.0",
#    "openpyxl>=3.1.0,<4.0.0",
#    "pandas>=2.2.0,<3.0.0",
#    "peewee==3.17.1",
#    "pillow>=10.4.0,<13.0.0",
#    "protobuf==5.27.2",
#    "pymysql>=1.1.1,<2.0.0",
#    "python-dotenv==1.0.1",
#    "python-dateutil==2.8.2",
#    "Quart==0.20.0",
#    "requests>=2.32.3,<3.0.0",
#    "scikit-learn==1.5.0",
#    "selenium==4.22.0",
#    "setuptools>=78.1.1,<81.0.0",
#    "shapely==2.0.5",
#    "six==1.16.0",
#    "tabulate==0.9.0",
#    "tiktoken==0.7.0",
#    "umap_learn==0.5.6",
#    "werkzeug==3.0.6",
#    "xxhash>=3.5.0,<4.0.0",
#    "trio>=0.17.0,<0.29.0",
#    "debugpy>=1.8.13",
#    "click>=8.1.8",
#    "litellm>=1.74.15.post1",
#    "lark>=1.2.2",
#    "pip>=25.2",
#    "imageio-ffmpeg>=0.6.0",
#    "cryptography==46.0.3",
#    "jinja2>=3.1.0",
]

[dependency-groups]
test = [
    "hypothesis>=6.132.0",
    "openpyxl>=3.1.5",
    "pillow>=10.4.0,<13.0.0",
    "pytest>=8.3.5",
    "pytest-asyncio>=1.3.0",
    "pytest-xdist>=3.8.0",
    "pytest-cov>=7.0.0",
    "python-docx>=1.1.2",
    "python-pptx>=1.0.2",
    "reportlab>=4.4.1",
    "requests>=2.32.2",
    "requests-toolbelt>=1.0.0",
]

[[tool.uv.index]]
url = "https://pypi.tuna.tsinghua.edu.cn/simple"

[tool.setuptools]
packages = [
    'agent',
    'agentic_reasoning',
    'api',
    'deepdoc',
    'graphrag',
    'intergrations.chatgpt-on-wechat.plugins',
    'mcp.server',
    'rag',
    'sdk.python.ragflow_sdk',
]

[tool.ruff]
line-length = 200
exclude = [".venv", "rag/svr/discord_svr.py"]

[tool.ruff.lint]
extend-select = ["ASYNC", "ASYNC1"]
ignore = ["E402"]

[tool.pytest.ini_options]
pythonpath = [
    "."
]

testpaths = ["test"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]

markers = [
    "p1: high priority test cases",
    "p2: medium priority test cases",
    "p3: low priority test cases",
]

# Test collection and runtime configuration
filterwarnings = [
    "error",  # Treat warnings as errors
    "ignore::DeprecationWarning",  # Ignore specific warnings
]

# Command line options
addopts = [
    "-v",  # Verbose output
    "--strict-markers",  # Enforce marker definitions
    "--tb=short",  # Simplified traceback
    "--disable-warnings",  # Disable warnings
    "--color=yes"  # Colored output
]


# Coverage configuration
[tool.coverage.run]
# Source paths - adjust according to your project structure
source = [
    # "../../api/db/services",
    # Add more directories if needed:
    "../../common",
    # "../../utils",
]

# Files/directories to exclude
omit = [
    "*/tests/*",
    "*/test_*",
    "*/__pycache__/*",
    "*/.pytest_cache/*",
    "*/venv/*",
    "*/.venv/*",
    "*/env/*",
    "*/site-packages/*",
    "*/dist/*",
    "*/build/*",
    "*/migrations/*",
    "setup.py"
]

[tool.coverage.report]
# Report configuration
precision = 2
show_missing = true
skip_covered = false
fail_under = 0  # Minimum coverage requirement (0-100)

# Lines to exclude (optional)
exclude_lines = [
#    "pragma: no cover",
#    "def __repr__",
#    "raise AssertionError",
#    "raise NotImplementedError",
#    "if __name__ == .__main__.:",
#    "if TYPE_CHECKING:",
    "pass"
]

[tool.coverage.html]
# HTML report configuration
directory = "htmlcov"
title = "Test Coverage Report"
# extra_css = "custom.css"  # Optional custom CSS