// TAG: REDIS

Discover what Redis LangCache is, its benefits for AI applications, and how to set up your environment for semantic caching.

What is Redis and why is it essential for modern applications? This chapter covers the fundamental definition, its core benefits, key use cases, and a …

Explore the fundamental building blocks of semantic caching with Redis LangCache, including embeddings, vector similarity, and the lifecycle of cache …

A step-by-step guide to installing and configuring Redis on your local machine, along with setting up Node.js and Python clients to interact with …

A practical guide to performing fundamental operations with Redis LangCache, including storing and searching for LLM responses using Node.js and …

Dive into the most fundamental data type in Redis: Strings. Learn how to store, retrieve, update, and delete string values, along with understanding …

Delve into advanced features of Redis LangCache, including fine-tuning similarity thresholds, managing TTL, using search strategies, and best …

Explore Hashes, a versatile data type for storing structured data like objects. This chapter explains how to manage fields and values within a hash.

A step-by-step project to build a simple AI chatbot that leverages Redis LangCache to significantly reduce LLM costs and improve response times for …

Understand Redis Lists, ordered collections of strings. Learn how to perform push, pop, and range operations, making them ideal for queues and recent …

Build a Retrieval-Augmented Generation (RAG) system and optimize its performance and cost by integrating Redis LangCache for caching retrieval results …

Delve into Sets for unique collections and Sorted Sets for unique collections with an associated score, perfect for leaderboards and priority queues.

A curated list of additional resources to deepen your knowledge of Redis LangCache, semantic caching, and broader AI development topics.

Learn how to execute multiple Redis commands atomically using Transactions and improve performance by batching commands with Pipelining.

Discover the real-time messaging capabilities of Redis with Pub/Sub, enabling decoupled communication between application components.

Understand how Redis ensures data durability through RDB snapshots and AOF (Append-Only File), and learn best practices for configuration.

Explore Redis Streams, a powerful data structure for managing high-velocity data streams, enabling event sourcing and consumer groups for robust …

Dive into the expanded capabilities of Redis 8.x, including Vector Sets, JSON, Time Series, and Probabilistic data structures for specialized use …

Learn about deploying Redis for high availability using Sentinel and scaling Redis horizontally with Redis Cluster for large-scale applications.

Essential guidelines for optimizing Redis performance, managing memory, and avoiding common pitfalls in production environments.

A step-by-step project to create a dynamic, real-time leaderboard using Redis Sorted Sets, demonstrating practical application of core concepts.

Build a robust distributed caching system with rate limiting for API endpoints, showcasing Redis's role in scaling web applications.

A curated list of online courses, official documentation, blogs, YouTube channels, and community forums to continue your Redis journey.

A comprehensive guide to learning Redis LangCache, a powerful semantic caching service for AI applications. Reduce LLM costs and improve response …

A comprehensive guide to learning Redis, starting from its core concepts, diving into advanced data structures, and building real-world applications …