Category: Application Design
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Differences Between Serverless vs. Cloud Computing
Overview of Serverless Computing and Cloud Computing This blog post will discuss the main differences between serverless and cloud computing, their advantages and disadvantages, and their primary use cases. Keep reading to learn which…
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API vs. SDK: Breaking Down the Differences (Plus Examples)
This blog post will discuss what APIs and SDKs are, the differences between them, how developers use them, and situations in which you would benefit from choosing one over the other. What is an…
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A Guide to Vector Search
What is Vector Search? Developers are flocking to vector search to make their applications more adaptive to their users. As the term search implies, vector search is for finding and comparing objects using a…
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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…
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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…
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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…
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Large Language Models Explained
What is a Large Language Model (LLM)? A large language model (LLM) is an artificial intelligence (AI) algorithm trained on large amounts of text data to create natural language outputs. These models have become…
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What Is Data Analysis? Types, Methods, and Tools for Research
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. This…
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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…
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Manage 429 RateLimit Errors with Spring WebClient
I have recently taken over the maintenance of a Spring Boot project. This project has some RateLimit errors in the logs when the app was contacting a remote REST API. Turns out that this…
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Couchbase Capella Columnar Adds Real-time Data Analytics Service
Capella’s new columnar service adds real-time data analysis to help organizations build modern, real-time adaptive applications. Today, at AWS re:Invent, Couchbase announced the Capella columnar service, a new, real-time data analytics service to our…
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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…