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[ project ]
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name = "ragflow"
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version = "0.19.1"
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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."
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authors = [ { name = "Zhichang Yu" , email = "yuzhichang@gmail.com" } ]
license-files = [ "LICENSE" ]
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readme = "README.md"
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requires-python = ">=3.10,<3.13"
dependencies = [
"datrie==0.8.2" ,
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"akshare>=1.15.78,<2.0.0" ,
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"azure-storage-blob==12.22.0" ,
"azure-identity==1.17.1" ,
"azure-storage-file-datalake==12.16.0" ,
"anthropic==0.34.1" ,
"arxiv==2.1.3" ,
"aspose-slides>=24.9.0,<25.0.0; platform_machine == 'x86_64' or (sys_platform == 'darwin' and platform_machine == 'arm64')" ,
"beartype>=0.18.5,<0.19.0" ,
"bio==1.7.1" ,
"blinker==1.7.0" ,
"boto3==1.34.140" ,
"botocore==1.34.140" ,
"cachetools==5.3.3" ,
"chardet==5.2.0" ,
"cn2an==0.5.22" ,
"cohere==5.6.2" ,
"Crawl4AI==0.3.8" ,
"dashscope==1.20.11" ,
"deepl==1.18.0" ,
"demjson3==3.0.6" ,
"discord-py==2.3.2" ,
"duckduckgo-search>=7.2.0,<8.0.0" ,
"editdistance==0.8.1" ,
"elastic-transport==8.12.0" ,
"elasticsearch==8.12.1" ,
"elasticsearch-dsl==8.12.0" ,
"filelock==3.15.4" ,
"flask==3.0.3" ,
"flask-cors==5.0.0" ,
"flask-login==0.6.3" ,
"flask-session==0.8.0" ,
"google-search-results==2.4.2" ,
"groq==0.9.0" ,
"hanziconv==0.3.2" ,
"html-text==0.6.2" ,
"httpx==0.27.0" ,
"huggingface-hub>=0.25.0,<0.26.0" ,
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"infinity-sdk==0.6.0-dev3" ,
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"infinity-emb>=0.0.66,<0.0.67" ,
"itsdangerous==2.1.2" ,
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"json-repair==0.35.0" ,
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"markdown==3.6" ,
"markdown-to-json==2.1.1" ,
"minio==7.2.4" ,
"mistralai==0.4.2" ,
"nltk==3.9.1" ,
"numpy>=1.26.0,<2.0.0" ,
"ollama==0.2.1" ,
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"onnxruntime==1.19.2; sys_platform == 'darwin' or platform_machine != 'x86_64'" ,
"onnxruntime-gpu==1.19.2; sys_platform != 'darwin' and platform_machine == 'x86_64'" ,
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"openai==1.45.0" ,
"opencv-python==4.10.0.84" ,
"opencv-python-headless==4.10.0.84" ,
"openpyxl>=3.1.0,<4.0.0" ,
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"opendal>=0.45.0,<0.46.0" ,
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"ormsgpack==1.5.0" ,
"pandas>=2.2.0,<3.0.0" ,
"pdfplumber==0.10.4" ,
"peewee==3.17.1" ,
"pillow==10.4.0" ,
"protobuf==5.27.2" ,
"psycopg2-binary==2.9.9" ,
"pyclipper==1.3.0.post5" ,
"pycryptodomex==3.20.0" ,
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"pymysql>=1.1.1,<2.0.0" ,
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"pypdf>=5.0.0,<6.0.0" ,
"python-dotenv==1.0.1" ,
"python-dateutil==2.8.2" ,
"python-pptx>=1.0.2,<2.0.0" ,
"pywencai==0.12.2" ,
"qianfan==0.4.6" ,
"ranx==0.3.20" ,
"readability-lxml==0.8.1" ,
"valkey==6.0.2" ,
"requests==2.32.2" ,
"replicate==0.31.0" ,
"roman-numbers==1.0.2" ,
"ruamel-base==1.0.0" ,
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"ruamel-yaml>=0.18.6,<0.19.0" ,
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"scholarly==1.7.11" ,
"scikit-learn==1.5.0" ,
"selenium==4.22.0" ,
"selenium-wire==5.1.0" ,
"setuptools>=75.2.0,<76.0.0" ,
"shapely==2.0.5" ,
"six==1.16.0" ,
"strenum==0.4.15" ,
"tabulate==0.9.0" ,
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"tavily-python==0.5.1" ,
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"tencentcloud-sdk-python==3.0.1215" ,
"tika==2.6.0" ,
"tiktoken==0.7.0" ,
"umap_learn==0.5.6" ,
"vertexai==1.64.0" ,
"volcengine==1.0.146" ,
"voyageai==0.2.3" ,
"webdriver-manager==4.0.1" ,
"werkzeug==3.0.6" ,
"wikipedia==1.4.0" ,
"word2number==1.1" ,
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"xgboost==1.6.0" ,
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"xpinyin==0.7.6" ,
"yfinance==0.1.96" ,
"zhipuai==2.0.1" ,
"ruamel-yaml>=0.18.6,<0.19.0" ,
"google-generativeai>=0.8.1,<0.9.0" ,
"python-docx>=1.1.2,<2.0.0" ,
"pypdf2>=3.0.1,<4.0.0" ,
"graspologic>=3.4.1,<4.0.0" ,
"pymysql>=1.1.1,<2.0.0" ,
"mini-racer>=0.12.4,<0.13.0" ,
"pyodbc>=5.2.0,<6.0.0" ,
"pyicu>=2.13.1,<3.0.0" ,
"flasgger>=0.9.7.1,<0.10.0" ,
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"xxhash>=3.5.0,<4.0.0" ,
"trio>=0.29.0" ,
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"langfuse>=2.60.0" ,
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"debugpy>=1.8.13" ,
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"mcp>=1.9.4" ,
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"opensearch-py==2.7.1" ,
"pluginlib==0.9.4" ,
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"click>=8.1.8" ,
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]
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[ project . optional-dependencies ]
full = [
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"bcembedding==0.1.5" ,
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"fastembed>=0.3.6,<0.4.0; sys_platform == 'darwin' or platform_machine != 'x86_64'" ,
"fastembed-gpu>=0.3.6,<0.4.0; sys_platform != 'darwin' and platform_machine == 'x86_64'" ,
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"flagembedding==1.2.10" ,
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"torch>=2.5.0,<3.0.0" ,
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"transformers>=4.35.0,<5.0.0" ,
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]
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[ dependency-groups ]
test = [
"hypothesis>=6.132.0" ,
"openpyxl>=3.1.5" ,
"pillow>=10.4.0" ,
"pytest>=8.3.5" ,
"python-docx>=1.1.2" ,
"python-pptx>=1.0.2" ,
"reportlab>=4.4.1" ,
"requests>=2.32.2" ,
"requests-toolbelt>=1.0.0" ,
]
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[ tool . setuptools ]
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packages = [
'agent' ,
'agentic_reasoning' ,
'api' ,
'deepdoc' ,
'graphrag' ,
'intergrations.chatgpt-on-wechat.plugins' ,
'mcp.server' ,
'rag' ,
'sdk.python.ragflow_sdk' ,
]
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[ [ tool . uv . index ] ]
url = "https://mirrors.aliyun.com/pypi/simple"
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[ tool . ruff ]
line-length = 200
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exclude = [ ".venv" , "rag/svr/discord_svr.py" ]
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[ tool . ruff . lint ]
extend-select = [ "ASYNC" , "ASYNC1" ]
ignore = [ "E402" ]
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[ tool . pytest . ini_options ]
markers = [
"p1: high priority test cases" ,
"p2: medium priority test cases" ,
"p3: low priority test cases" ,
]