Tag: generative AI

What are Foundation Models? (Plus Types and Use Cases)

What are Foundation Models? (Plus Types and Use Cases)

What is a Foundation Model? A foundation model is a powerful type of artificial intelligence (AI) trained on massive amounts of general data, allowing it to tackle a broad range of tasks. Foundation models, such as OpenAI’s GPT (Generative Pre-trained...

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...

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...

Matthew Groves 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...

Couchbase Product Marketing January 23, 2024
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...

Couchbase Product Marketing January 10, 2024
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,...

Keshav Murthy November 19, 2023
Can Developers Reduce Software TCO with AI? 

Can Developers Reduce Software TCO with AI? 

Long gone are the days when you would buy a Nintendo cartridge and never update the software on it. The world has changed, and so has software. Instead of living in its own tiny (awesome) gray and black box, software...

How Generative AI Works with Couchbase

How Generative AI Works with Couchbase

Welcome to the season of AI. Generative AI. With this blog we will explain how generative AI works with Couchbase. We know generative AI is going to be a huge issue and opportunity for nearly every data-enabled enterprise application. In...