Tag: ai

Hybrid Search: An Overview

Hybrid Search: An Overview

What is Hybrid Search? Hybrid search typically refers to a search approach that combines multiple search methodologies or technologies to provide more comprehensive and accurate results. In the context of information retrieval, hybrid search often involves blending traditional keyword-based searching...

Twitter Thread tl;dr With AI? Part 2

Twitter Thread tl;dr With AI? Part 2

In part 1 we saw how to scrape Twitter, turn tweets in JSON documents, get an embedding representation of that tweet, store everything in Couchbase and how to run a vector search. These are the first steps of a Retrieval...

Vector Search Performance: The Rise of Recall

Vector Search Performance: The Rise of Recall

Introducing vector search (KNN), with its distance-based similarity scoring, into the existing Search paradigm necessitated a shift in how we thought about “relevant” results and how to measure them.  Text based indexes use tf-idf as their scoring mechanism with the...

Twitter Thread tl;dr With AI? Part 1

Twitter Thread tl;dr With AI? Part 1

Because who has the time ? (also part 1 because it took me further than I expected 😬) Couchbase recently introduced support for Vector Search. And I have been looking for an excuse to play with it. As it turns...

2024 IT Survey Analyzes Current and Future Impact of AI

2024 IT Survey Analyzes Current and Future Impact of AI

The rise of generative AI (GenAI) is proving transformative for organizations. But organizations must be ready to seize the AI opportunity. Couchbase’s seventh annual survey of 500 IT decision makers explores how enterprises are reacting to the rapid growth of...

Julie Irish, CIO May 6, 2024
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...

Couchbase Server 7.6 Top New Features For Developers

Couchbase Server 7.6 Top New Features For Developers

We are thrilled to announce the launch of Couchbase 7.6, a groundbreaking update poised to redefine the landscape of database technology. This latest release is a testament to our commitment to enhancing database technology, with a significant leap in AI...

Binh Le March 25, 2024
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...

SWARM Engineering Helps Business Users Optimize Supply Chains with Next-Gen Technology

SWARM Engineering Helps Business Users Optimize Supply Chains with Next-Gen Technology

The overwhelming narrative heading into the new year has been everything surrounding artificial intelligence (AI) and machine learning (ML). What do these technologies mean for society as a whole, and how will they be incorporated into daily life? A key...

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,...

Tyler Mitchell February 26, 2024
Couchbase Capella iQ is Now Generally Available

Couchbase Capella iQ is Now Generally Available

We’re excited to announce the general availability of Capella iQ, our AI coding assistant for developers. iQ allows developers to interact with the Couchbase database platform using natural language conversation, making database interactions more intuitive, efficient, and accessible. Developers can...

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...

Couchbase Product Marketing January 23, 2024