RedisStore

This will help you get started with Redis key-value stores. For detailed documentation of all RedisStore features and configurations head to the API reference.

Overview

The RedisStore is an implementation of ByteStore that stores everything in your Redis instance.

Integration details

Class	Package	Local	JS support	Package downloads	Package latest
RedisStore	langchain_community	✅	✅

Setup

To create a Redis byte store, you'll need to set up a Redis instance. You can do this locally or via a provider - see our Redis guide for an overview of options.

Installation

The LangChain RedisStore integration lives in the langchain_community package:

%pip install -qU langchain_community redis

Instantiation

Now we can instantiate our byte store:

from langchain_community.storage import RedisStore

kv_store = RedisStore(redis_url="redis://localhost:6379")

API Reference:RedisStore

Usage

You can set data under keys like this using the mset method:

kv_store.mset(
    [
        ["key1", b"value1"],
        ["key2", b"value2"],
    ]
)

kv_store.mget(
    [
        "key1",
        "key2",
    ]
)

[b'value1', b'value2']

And you can delete data using the mdelete method:

kv_store.mdelete(
    [
        "key1",
        "key2",
    ]
)

kv_store.mget(
    [
        "key1",
        "key2",
    ]
)

[None, None]

API reference

For detailed documentation of all RedisStore features and configurations, head to the API reference: https://api.python.langchain.com/en/latest/storage/langchain_community.storage.redis.RedisStore.html

Related

• Key-value store conceptual guide