Samples and documentation for using the Amazon ElastiCache Redis and Memcached.
- Online Feature Store Building online feature stores on AWS with Amazon ElastiCache for Redis to support mission-critical ML use cases that require ultra-low latency and high throughput. Build an ultra-low latency online feature store for real-time inferencing using Amazon ElastiCache for Redis
The following are tutorials covering various use cases for Amazon ElastiCache.
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Database Caching - Learn how to create a query cache for a relational database using Redis. In this tutorial, we take you through the process of deploying an Amazon Relational Database Service RDS MySQL database and integrating an Amazon ElastiCache Redis cluster in front of the RDS instance in order to reduce query latency for often run MySQL queries.
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Session Store - Discover how to manage user sessions in a web-based application using Redis. In this tutorial, you will learn how to use ElastiCache for Redis as a distributed cache for session management. You will also learn the best practices for configuring your ElastiCache nodes and how to handle the sessions from your application.
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Lambda Feature Store - Learn how Amazon ElastiCache can serve as the focal point for a custom-trained ML model to present recommendations to application and web users. Lambda functions are used to facilitate the interactions between ElastiCache for Redis and Amazon S3. Then review how AWS Lambda interacts with Amazon ElastiCache for Redis with insights loaded from a custom-built ML recommendation engine.
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Generative AI Virtual Assistant - Build a generative AI Virtual Assistant with Amazon Bedrock, Langchain and Amazon Elasticache. See YouTube Video.
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Flask Redis Session Management - This is a simple Flask web application that demonstrates user session management using Redis as the session storage.
Deploy infrastructe as code
- Amazon ElastiCache Serverless for Memached
- Amazon ElastiCache Serverless for Redis
- Amazon ElastiCache for Redis Cluster Mode Disabled
See CONTRIBUTING for more information.
This library is licensed under the MIT-0 License. See the LICENSE file.