Tag: vector search

Vector Search at the Edge with Couchbase Mobile

Vector Search at the Edge with Couchbase Mobile

We’re pleased to announce the public beta release of Couchbase Lite 3.2 with support for vector search. This launch follows the coattails of vector search support on Capella and Couchbase Server 7.6.  Now, with the beta launch of vector search...

Announcing Vector Search and a Whole Lot More!

Announcing Vector Search and a Whole Lot More!

Couchbase Announces Vector Search Couchbase announces vector search across its entire product line including Capella, Enterprise Server, and Mobile to enable building AI-powered adaptive applications that run anywhere. Happy Leap Day! And congratulations to the entire Couchbase team for delivering...

What is Vector Similarity 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...

Vector search is coming to Couchbase Lite, sign up for beta!

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,...

A Guide to Vector Search

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,...

February 26, 2024
An Overview of Retrieval-Augmented Generation (RAG)

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...

February 21, 2024
What are Vector Embeddings?

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...

February 20, 2024
A Guide to Generative AI Development

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...

January 23, 2024
Unlocking Next-Level Search: The Power of Vector Databases

Unlocking Next-Level Search: The Power of 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 it seems. One of...