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Redis Stack for Application Modernization: Build real-time multi-model applications at any scale with Redis
Paperback
ISBN13: 9781837638185
Publisher: Packt Publishing
Published: Dec 29 2023
Pages: 336
Weight: 1.27
Height: 0.70 Width: 7.50 Depth: 9.25
Language: English
Discover the multi-model capabilities of Redis Stack as a document store and vector database, with support for time series, stream processing, probabilistic data structures, and more
Key Features- Model, index, and search data using JSON and vector data types
- Modernize your applications with vector similarity search, documents hybrid search, and more
- Configure a scalable, highly available, and secure server using RedisInsight
- Purchase of the print or Kindle book includes a free PDF eBook
In modern applications, efficiency in both operational and analytical aspects is paramount, demanding predictable performance across varied workloads. This book introduces you to Redis Stack, an extension of Redis and guides you through its broad data modeling capabilities. With practical examples of real-time queries and searches, you'll explore Redis Stack's new approach to providing a rich data modeling experience all within the same database server.
You'll learn how to model and search your data in the JSON and hash data types and work with features such as vector similarity search, which adds semantic search capabilities to your applications to search for similar texts, images, or audio files. The book also shows you how to use the probabilistic Bloom filters to efficiently resolve recurrent big data problems. As you uncover the strengths of Redis Stack as a data platform, you'll explore use cases for managing database events and leveraging introduce stream processing features. Finally, you'll see how Redis Stack seamlessly integrates into microservices architectures, completing the picture.
By the end of this book, you'll be equipped with best practices for administering and managing the server, ensuring scalability, high availability, data integrity, stored functions, and more.
What you will learn- Get started with data modeling using JSON and hash documents, vectors, and time series
- Implement microservices patterns and resolve typical use cases
- Use probabilistic data structures to analyze datasets and streams
- Integrate Redis Stack into your Java, Python, C#, Golang, and Node.js projects
- Develop powerful data flows using triggers and stream processing features
- Manage your database server for scalability, high availability, and security
- Visualize and manage your data with RedisInsight
This book is for database administrators, database developers, software developers, and software architects who want to discover the powerful real-time, multi-model capabilities of the Redis Stack database. A basic understanding of Redis and databases in general, coupled with software development skills in at least one of Java, Python, C#, Golang, or JavaScript languages will help you understand the concepts covered in this book.
Table of Contents- Introducing Redis Stack
- Resolving Use Cases with Redis Stack
- Getting Started with Redis Stack
- Setting Up Client Libraries
- Redis Stack as a document store
- Redis Stack as a vector database
- Redis Stack as a time series database
- Understanding Probabilistic Data Structures
- Programmability of Redis Stack
- RedisInsight: the Data Management GUI
- Using Redis Stack as a primary database
- Managing development and production environments
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