cherry-pick b7216ede
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# For offline installation:
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# For offline installation:
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# pip download -r requirements-offline-storage.txt -d ./packages
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# pip download -r requirements-offline-storage.txt -d ./packages
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# pip install --no-index --find-links=./packages -r requirements-offline-storage.txt
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# pip install --no-index --find-links=./packages -r requirements-offline-storage.txt
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#
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# Recommended: Use pip install lightrag-hku[offline-storage] for the same effect
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# Or use constraints: pip install --constraint constraints-offline.txt -r requirements-offline-storage.txt
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# Storage backend dependencies (with version constraints matching pyproject.toml)
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asyncpg>=0.29.0
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asyncpg>=0.29.0,<1.0.0
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neo4j>=5.0.0
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neo4j>=5.0.0,<7.0.0
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protobuf>=5.27.2,<6.0.0 # Required for pymilvus compatibility
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pymilvus>=2.6.2,<3.0.0
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pymilvus>=2.6.2
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pymongo>=4.0.0,<5.0.0
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pymongo>=4.0.0
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qdrant-client>=1.7.0,<2.0.0
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qdrant-client>=1.7.0
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redis>=5.0.0,<8.0.0
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# Storage backend dependencies
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redis>=5.0.0
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