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Update nano_vector_db.py

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Saifeddine ALOUI 2025-01-27 09:31:23 +01:00 • committed by GitHub
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commit 3fe780893a
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lightrag/storage/nano_vector_db.py
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@ -47,14 +47,10 @@ Usage:
from lightrag.storage.networkx_storage import NetworkXStorage from lightrag.storage.networkx_storage import NetworkXStorage
""" """
import asyncio import asyncio
import html
import os import os
from tqdm.asyncio import tqdm as tqdm_async from tqdm.asyncio import tqdm as tqdm_async
from dataclasses import dataclass from dataclasses import dataclass
from typing import Any, Union, cast, Dict
import numpy as np import numpy as np
import pipmaster as pm import pipmaster as pm
@ -66,18 +62,11 @@ import time
from lightrag.utils import ( from lightrag.utils import (
logger, logger,
load_json,
write_json,
compute_mdhash_id, compute_mdhash_id,
) )
from lightrag.base import ( from lightrag.base import (
BaseGraphStorage,
BaseKVStorage,
BaseVectorStorage, BaseVectorStorage,
DocStatus,
DocProcessingStatus,
DocStatusStorage,
) )