aiohttp
configparser
dotenv
future
json_repair
nano-vectordb
networkx
numpy
pandas>=2.0.0
pipmaster
pydantic
pypinyin
python-dotenv
setuptools
tenacity
tiktoken
xlsxwriter>=3.1.0

[api]
aiohttp
configparser
dotenv
future
json_repair
nano-vectordb
networkx
numpy
openai
pandas>=2.0.0
pipmaster
pydantic
pypinyin
python-dotenv
setuptools
tenacity
tiktoken
xlsxwriter>=3.1.0
aiofiles
ascii_colors
asyncpg
distro
fastapi
httpcore
httpx
jiter
passlib[bcrypt]
psutil
PyJWT
python-jose[cryptography]
python-multipart
pytz
uvicorn

[offline]
lightrag-hku[offline-docs,offline-llm,offline-storage]

[offline-docs]
docling>=1.0.0
pypdf2>=3.0.0
python-docx>=0.8.11
python-pptx>=0.6.21
openpyxl>=3.0.0

[offline-llm]
openai>=1.0.0
anthropic>=0.18.0
ollama>=0.1.0
zhipuai>=2.0.0
aioboto3>=12.0.0
voyageai>=0.2.0
llama-index>=0.9.0
transformers>=4.30.0
torch>=2.0.0

[offline-storage]
redis>=5.0.0
neo4j>=5.0.0
pymilvus>=2.6.2
protobuf<6.0.0,>=5.27.2
pymongo>=4.0.0
asyncpg>=0.29.0
qdrant-client>=1.7.0
