Check out the blogs that falls under the category Vector Search. Learn more about the vector search best practices – interacting with AI LLMs and more
Category: Vector Search
What is Vector Similarity Search?
Vector Similarity Search Overview Vector similarity search is a technique that finds similar content or data according to their vector representations. Imagine each piece of data as a collection of numbers arranged in a specific way. By comparing these collections...
Couchbase Product Marketing
March 14, 2024
Vector search is coming to Couchbase Lite, sign up for beta!
Mobile app developers know that a key to adoption is engaging users with an experience that is unique and tailored just for them. This means the app must display items and data in context with the user’s tastes, history, location,...
Mark Gamble, Director of Product & Solutions Marketing
March 7, 2024
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 concept known as vectors. Put simply,...
Tyler Mitchell - Senior Product Marketing Manager
February 26, 2024
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
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
Unlocking Next-Level Search: The Power of Vector Databases
Introduction to Vector Databases These days, you can’t go anywhere without hearing about the latest breakthroughs in artificial intelligence (AI). The concept may feel overwhelming if you haven’t incorporated AI into your platform, but it’s much easier to understand than...
Ian McCloy, Director Product Management
August 15, 2023