Category: Best Practices and Tutorials
An Overview of Retrieval-Augmented Generation (RAG)
What Is Retrieval-Augmented Generation? There’s no doubt that large language models (LLMs) have transformed natural language processing, but at times, they can be inconsistent, random, or even plain wrong in the responses they deliver to a prompt. While this can...
Caroline Kerns
February 21, 2024
What are Vector Embeddings?
Vector embeddings are a critical component in machine learning that convert “high-dimensional” information, such as text or images, into a structured vector space. This process enables the ability to process and identify related data more effectively by representing it as...
Matthew Groves
February 20, 2024
Join us at DeveloperWeek Oakland
Get ready for a leading-edge developer experience at DeveloperWeek 2024! Hosted in Oakland, Feb 21 – 23, you will find many great sessions on AI, cloud computing, and more – we can’t wait to see you there. Did you forget...
Nyah Macklin - Developer Evangelist
February 15, 2024
Data Analysis Methods: Qualitative vs. Quantitative
Data analysis is a crucial step in extracting meaningful insights from collected data. Two common approaches to analyzing data are qualitative and quantitative analysis. Each method offers different techniques for interpreting and understanding your findings. This blog post will further...
Couchbase Product Marketing
February 13, 2024
FAST Data Generation With The Capella Eventing Service
Every application developer has faced the need for sample data. Whether it’s for functional testing or stress testing at scale, a large volume of meaningful data is required to see how an app actually performs under real world conditions. In...
Mark Gamble, Dir Product & Solutions Mktg, Couchbase
February 12, 2024
Managed Cloud Services: Types, Benefits & Considerations
As technology advances, numerous organizations are turning to cloud computing to safeguard their information and oversee their operations. Despite the numerous benefits of the cloud, it can also be complex and time consuming to manage on your own. This is...
Couchbase Product Marketing
February 5, 2024
A Guide to Generative AI Development
This blog post will provide you with insights and best practices for developing generative AI solutions. By the end of this guide, you’ll have a clear understanding of what generative AI entails, how it works, use cases, benefits, required tech...
Couchbase Product Marketing
January 23, 2024
What is Data Analysis? (Types, Methods, and Tools)
Data analysis is the process of cleaning, transforming, and interpreting data to uncover insights, patterns, and trends. It plays a crucial role in decision making, problem solving, and driving innovation across various domains. In addition to further exploring the role...
Couchbase Product Marketing
December 17, 2023
Terraform Provider for Couchbase Capella
Developers and DevOps teams commonly utilize Infrastructure as Code (IaC) tools and scripts to manage their software and infrastructure deployments in a repeatable and consistent manner. With IaC tools, users can automate the life cycle of deployments including provisioning, configuration,...
Priya Rajagopal, Senior Director, Product Management
December 15, 2023
Couchbase & Enabling Free Programming Bootcamps
Here at Couchbase, we know that one of the most important developer tools is access to ongoing high quality technical education. As Couchbase works great with web technologies and applications, we wanted to see where we could better support emerging...
Nyah Macklin - Developer Evangelist
December 8, 2023
Navigating Analytics in the NoSQL Era
NoSQL database systems have firmly established their presence for more than a decade, garnering substantial market share in the OLTP database domain. The rapid adoption of NoSQL databases for OLTP use cases can be attributed to key factors such as...
Santosh Hegde
November 29, 2023
The Benefits of Building a DevOps Environment
In this article, we’ll provide a clear understanding of DevOps, break down terminology and concepts associated with it, review the benefits and challenges of adoption, and go over the steps to adopting a DevOps model. What is DevOps? DevOps is...
Couchbase Product Marketing
November 24, 2023