Category: Artificial Intelligence (AI)
How Adaptive Applications Unlock Innovation in a New AI Age
We stand on the verge of a generative AI (GenAI) revolution. Some 98% of organizations have specific GenAI goals for 2024 — accounting for nearly a third of digital modernization spend last year and in 2024, according to new research...
Elevating Remote Development: Couchbase VSCode Extension Now Supports GitHub Codespaces, Google Project IDX, And More
Welcome to a new era of remote development with Couchbase! We’re thrilled to announce a significant update to our Couchbase VSCode Extension. With our latest release, we’ve expanded our horizons to support GitHub Codespaces and various other remote development environments....
Couchbase Capella™ Wins Two Awards in the 2024 Stevie American Business Awards
As the cloud database market continues to evolve, Couchbase is committed to providing unmatched versatility, performance, and scalability to empower customers and partners to be at the forefront of innovation. As a testament to Couchbase’s continued advancements, we’re thrilled to...
Cloud Databases Are in Their AI Era: Celebrating National Cloud Database Day
Cloud databases, like most business-to-business technology, act as the behind-the-scenes mechanics of a stage production, seamlessly orchestrating the flow of application data for organizations and consumers who are unaware of their impact on daily digital experiences. Online and in-person shopping,...
Querying Vectors And Things That Can Go Wrong With Them
Couchbase 7.6 introduces Vector Search into the Couchbase architecture, expanding its search capabilities by leaps and bounds. This article showcases how this affects search queries, how we have to adapt in certain situations and how to efficiently use this latest...
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...
Building Real-world AI Applications at the Beeloud and Build 2024 AI Hackathon
Couchbase recently sponsored the Beeloud and Build 2024 AI Hackathon. BeeLoud’s (the event’s organizer) goal was to put the Vancouver tech scene on the map and explore the AI world alongside impactful and high-profile builders, mentors, and investor judges. Beeloud...
Delivering Customer-Oriented AI Applications
Customer obsession is a powerful concept for any company. Whether your customers are internal or external users of your platform – every experience should be timely and meaningful. Integrating artificial intelligence (AI) with Customer 360 NoSQL database development is a...
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
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
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
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...