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› LeanRAG
KnowledgeXLab/LeanRAG
LeanRAG是一个基于知识图谱的检索增强生成框架，利用语义聚合和分层检索技术。它能构建可导航的知识网络，优化检索路径以减少冗余信息，从而在多个问答基准测试中提供高质量、高保真且上下文感知的回答，显著提升响应质量与效率。
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根目录 python
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查看全部依赖 (44)
依赖
NumPy
Pandas
PyMySQL
PyYAML
Pydantic
annotated-types
anyio
certifi
charset-normalizer
distro
grpcio
h11
httpcore
httpx
idna
jieba
jiter
joblib
llvmlite
milvus-lite
numba
openai
orjson
protobuf
pyahocorasick
pydantic_core
pymilvus
pynndescent
python-dateutil
python-dotenv
pytz
regex
scikit-learn
scipy
six
sniffio
threadpoolctl
tiktoken
tqdm
typing-inspection
typing_extensions
tzdata
umap-learn
urllib3
