Tag: Artificial Intelligence

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...

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,...

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
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...

Couchbase 2024 Predictions: Driving Successful AI Adoption with Edge Computing, Lightweight Models and Developer Empowerment

Couchbase 2024 Predictions: Driving Successful AI Adoption with Edge Computing, Lightweight Models and Developer Empowerment

Generative AI and Edge Computing can work synergistically to deliver personalized, intelligent insights at scale. Processing massive volumes of data at the edge, closer to the point of generation or consumption, saves bandwidth costs by avoiding the need for data...

Large Language Models Explained

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 increasingly popular because they can generate...

January 10, 2024
2024 Tech Predictions: Real-time Data, Edge AI, and Multimodel Cloud Databases Will Be Key to Effectively Embracing AI

2024 Tech Predictions: Real-time Data, Edge AI, and Multimodel Cloud Databases Will Be Key to Effectively Embracing AI

In 2023, businesses quickly shifted priorities from focusing on expanding tech stacks to maximizing efficiency through consolidation and cost-effective strategies. Yet with AI’s ascent, businesses face new risks in tech adoption. There are specific strategies IT and business leaders can...

Capella Customer Momentum Continues – Q3 Highlights

Capella Customer Momentum Continues – Q3 Highlights

One of Couchbase’s core values is to attack hard problems driven by customer outcomes. The success of our customers is of the utmost importance and we take pride in helping them build high-performing, reliable, and flexible modern applications. We’re thrilled...

GenAI: A New Tool in the Developer Toolbox

GenAI: A New Tool in the Developer Toolbox

Developers craft software that both delight consumers and deliver innovative applications for enterprise users. This craft requires more than just churning out heaps of code; it embodies a process of observing, noticing, interviewing, brainstorming, reading, writing and rewriting specifications; designing,...

November 19, 2023