Application Design Archives

A Guide to Vector Search

Find an overview of the definition of vector search, its capabilities, various strategies, and more here. Couchbase also discusses its future here.

Best Practices and Tutorials

An Overview of Retrieval-Augmented Generation (RAG)

This blog post provides an overview of retrieval-augmented generation, explaining how it's used, how to implement it, and more. Read now at Couchbase.

Best Practices and Tutorials

What are Vector Embeddings?

This blog post explains vector embeddings, how to create them, and their applications. Discover Couchbase's vector search capabilities and more here.

Best Practices and Tutorials

Data Analysis Methods: Qualitative vs. Quantitative Techniques

Explore the differences between qualitative and quantitative data analysis methods, their applications, and how they help businesses make informed decisions.

Best Practices and Tutorials

A Guide to Generative AI Development

This blog post acts as a guide to developing generative AI solutions. It also includes generative AI applications and development best practices.

Application Design

Large Language Models Explained

This blog post defines large language models, then goes deeper into how they work, use cases, and how to get started using them. Learn now at Couchbase.

Couchbase Analytics

What Is Data Analysis? Types, Methods, and Tools for Research

Data analysis involves cleaning & understanding data to create actional insights. Find a breakdown of types, methods, & tools in this overview from Couchbase!

Community

Couchbase & Enabling Free Programming Bootcamps

We recently partnered with a free online web development bootcamp built around freeCodeCamp’s curriculum.

Spring Boot

Manage 429 RateLimit Errors with Spring WebClient

As usual, the interesting bit in stack traces is at the top. The error is 429 Too Many Requests, and the message says there is a 1 minute rate limit.

Couchbase Analytics

Couchbase Capella Columnar Adds Real-time Data Analytics Service

Capella columnar service is a real-time data analytics service that has been added to our cloud data platform to enable real-time, adaptive applications.