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Memorystore

Memorystore

Fully managed in-memory Valkey, Redis* and Memcached service that offers sub millisecond data access, scalability, and high availability for a wide range of applications.

Try Memorystore free

Memorystore for Valkey documentation

• 100% compatible with open source Valkey, Redis Cluster, Redis, and Memcached

• Migrate your caching layer to cloud with zero code change

• High availability, up to a 99.99% SLA

VIDEO

Introducing Memorystore for Redis Cluster

4:12

Benefits

Focus on building great apps

Memorystore automates complex tasks for open source Valkey, Redis Cluster, Redis, and Memcached like enabling high availability, failover, patching, and monitoring so you can spend more time building your applications.

Simplified scaling

Memorystore for Valkey and Redis Cluster scale without downtime to support up to 250 nodes, terabytes of keyspace, and 60x more throughput than Memorystore for Redis with microsecond latencies.

Highly available

Memorystore for Valkey and Redis Cluster have zero-downtime scaling, automatically distributed replicas across availability zones, and automated failover. Memorystore for Redis Cluster also offers a 99.99% SLA.

Key features

Key features

Choice of engines

Choose from the most popular open source caching engines to build your applications. Memorystore supports Valkey, Redis Cluster, Redis, and Memcached and is fully protocol compatible. Choose the right engine that fits your cost and availability requirements.

Connectivity

Memorystore for Valkey and Memorystore for Redis Cluster are available with Private Service Connect (PSC) to simplify management and to offer secure, private, and granular connectivity with minimal IP consumption. All services are integrated with cloud monitoring, and more, Memorystore is built on the best of Google Cloud.

Vector search

Use Memorystore for Redis as an ultra-low latency data store for your generative AI applications. Approximate nearest neighbor (ANN) vector search (in preview) delivers fast, approximate results—ideal for large datasets where a close match is sufficient. Exact nearest neighbor (KNN) vector search (in preview) promises accurate results, although it may require a bit more time to process.

Fully managed

Provisioning, replication, failover, and patching are all automated, which drastically reduces the time you spend on DevOps.

View all features

VIDEO

What’s new with Memorystore: How Redis provides speed, reliability, ease of use, and lower costs

22:17

Customers

Learn from customers using Memorystore in-memory service for Valkey, Redis and Memcached

Blog post

Instacart migrates to Memorystore and sees a 23 percent reduction in latency and costs

5-min read

Blog post

Virgin Media O2 analyzes billions of records at sub-millisecond latencies with Memorystore for Redis

5-min read

Blog post

OpenX is serving over 150 billion ad requests per day with cloud databases

5-min read

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Had we known the full scope of benefits from switching to Memorystore earlier, we could have saved more engineering time for delivering value to other parts of our e-commerce platform.

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What's new

What's new

Sign up for Google Cloud newsletters to receive product updates, event information, special offers, and more.

Blog post

High availability with Memorystore for Redis Cluster, Part 1: Four ninesRead the blog

Blog post

Zero-downtime scaling with Memorystore for Redis ClusterRead the blog

Blog post

Memorystore for Redis Cluster is generally availableRead the blog

Blog post

Scale Redis with the new Memorystore for Redis ClusterRead the blog

Video

Best practices for Memorystore for RedisWatch video

Documentation

Documentation

Google Cloud Basics

Memorystore for Valkey Overview

Read about the benefits, use cases, and features of Memorystore for Valkey. The overview also provides key details about the service.

Learn more

Google Cloud Basics

Memorystore for Redis Cluster overview

Read about the benefits, use cases, and features of Memorystore for Redis Cluster. The overview also provides key details about the service.

Learn more

Google Cloud Basics

Memorystore for Redis standalone overview

Read about the use cases, and features of Memorystore for Redis standalone service. The overview also provides key details about the service.

Learn more

Google Cloud Basics

Memorystore for Memcached overview

This page introduces the Memorystore for Memcached service, including use cases, key concepts, and the advantages of using Memcached.

Learn more

Quickstart

Redis quickstart using the UI

Learn how to create a Memorystore for Redis instance, connect to the instance, set a value, retrieve a value, and delete the instance.

Learn more

Tutorial

Connecting to a Redis instance

Learn how to access Redis instances from Compute Engine, GKE clusters, Cloud Functions, the App Engine flexible environment, and the App Engine standard environment.

Learn more

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Release notes

Read about the latest releases for Memorystore

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All features

All features

Choice of engines	Choose from the most popular open source caching engines to build your applications. Memorystore supports Valkey, Redis Cluster, Redis, and Memcached and is fully protocol compatible. Choose the right engine that fits your cost and availability requirements.
Connectivity	Memorystore for Valkey and Memorystore for Redis Cluster is available with Private Service Connect (PSC) to simplify management and to offer secure, private, and granular connectivity with minimal IP consumption. Memorystore for Redis and Memcached support Private Service Access (PSA) and Direct Peering to offer connectivity using private IP.
LangChain integration	Easily build gen AI applications that are more accurate, transparent, and reliable with LangChain integration. Memorystore for Redis has three LangChain integrations—Document loader for loading and storing information from documents, Vector stores for enabling semantic search, and Chat Messages Memory for enabling chains to recall previous conversations. Visit the GitHub repository to learn more.
Vector search	Use Memorystore for Redis as an ultra-low latency data store for your generative AI applications. Approximate nearest neighbor (ANN) vector search (in preview) delivers fast, approximate results—ideal for large datasets where a close match is sufficient. Exact nearest neighbor (KNN) vector search (in preview) promises accurate results, although it may require a bit more time to process.
Fully managed	Provisioning, replication, failover, and patching are all automated, which drastically reduces the time you spend doing DevOps.
Persistence	Achieve near-zero Recovery Point Objectives (RPO) through continuous write logging or setup periodic RDB snapshots, ensuring heightened resiliency against zonal failures.
Security	Memorystore is protected from the internet using VPC networks and private IP and comes with IAM integration—all designed to protect your data. Systems are monitored 24/7/365, ensuring your applications and data are protected. Memorystore for Redis provides in-transit encryption and Redis AUTH to further secure your sensitive data.
Highly scalable	Memorystore for Valkey and Memorystore for Redis Cluster provide zero-downtime scaling up to 250 nodes, terabytes of keyspace, flexible node sizes from 1.4 GB to 58 GB, 10 TB+ per instance and 60x more throughput with microsecond latencies.
Monitoring	Monitor your instance and set up custom alerts with Cloud Monitoring. You can also integrate with OpenCensus to get more insights to client-side metrics.
Highly available	Memorystore for Redis Cluster offers a 99.99% SLA with automatic failover. Shards are automatically distributed across zones for maximum availability. Standard tier Memorystore for Redis instances provide a 99.9% availability SLA with automatic failover to ensure that your instance is highly available. You also get the same availability SLA for Memcached instances.
Migration	Memorystore is compatible with open source protocol, which makes it easy to switch your applications with no code changes. You can leverage the RIOT tool to seamlessly migrate existing Redis deployments to Memorystore for Valkey or Memorystore for Redis Cluster.

Pricing

Pricing

Memorystore offers various sizes to fit any budget. Pricing varies with settings—including how much capacity, how many replicas and which region you provision. Memorystore also offers per-second billing and instances and is easy to start and stop. 

View Memorystore for Redis Cluster pricing

View Memorystore for Redis pricing

View Memorystore for Memcached pricing

---

*Redis is a trademark of Redis Ltd. All rights therein are reserved to Redis Ltd. Any use by Google is for referential purposes only and does not indicate any sponsorship, endorsement or affiliation between Redis and Google. Memorystore is based on and is compatible with open-source Redis versions 7.2 and earlier and supports a subset of the total Redis command library.

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