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"""Implementations of key-value stores and storage helpers.
Module provides implementations of various key-value stores that conform
to a simple key-value interface.
The primary goal of these storages is to support implementation of caching.
"""
from langchain.storage._lc_store import create_kv_docstore, create_lc_store
from langchain.storage.encoder_backed import EncoderBackedStore
from langchain.storage.file_system import LocalFileStore
from langchain.storage.in_memory import InMemoryStore
from langchain.storage.redis import RedisStore
from langchain.storage.upstash_redis import UpstashRedisStore
__all__ = [
"EncoderBackedStore",
"InMemoryStore",
"LocalFileStore",
"RedisStore",
"create_lc_store",
"create_kv_docstore",
"UpstashRedisStore",
]
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