Check out the blogs that falls under the category Vector Search. Learn more about the vector search best practices – interacting with AI LLMs and more
Category: Vector Search
PDF RAG Demo: Building Simplified AI Workflows with Couchbase Shell
Previously, we showed how to use Couchbase RAG capabilities through a Python app that allows the user to ‘chat’ with their PDF or with X. It’s simple to build, but can we build it simpler? I have been playing a...
Laurent Doguin, Developer Advocate, Couchbase
November 15, 2024
The Future of AI-Powered Applications Enabled by Couchbase
Numerous Couchbase customers, across all industries, see the immense value and importance of artificial intelligence (AI) and generative AI technologies. Many organizations are on the cusp of fully diving into integrating AI so that they can provide an enhanced customer...
Matt Spillar - Product Marketing Manager
November 12, 2024
Transforming Retail Experiences with Couchbase Mobile and Google GenAI
Imagine, you walk into a retail store and the experience feels tailored just for you. Browsing through the aisles, digital displays showcase personalized promotions and recommendations based on your preferences. Checking out is seamless, with self-serve kiosks instantly recognizing the...
Mark Gamble, Director of Product & Solutions Marketing
November 7, 2024
How AI Personalization is Improving CX and Business Performance
AI personalization has transformed customer experience (CX) by delivering tailored interactions that meet specific needs in real time. It’s been applied across various fields, including finance, e-commerce, healthcare, and entertainment. From product recommendations to predictive customer service, businesses are leveraging...
Tim Rottach, Director of Product Line Marketing
October 31, 2024
Scaling AI for the Enterprise: Inside Couchbase’s Evolving AI Ecosystem
Generative AI (GenAI) is transforming how businesses operate, innovate and communicate with their customers. Enterprises are racing to make GenAI applications production-ready, putting developers under more pressure than ever to churn out releases. At Couchbase, we’re committed to empowering developers...
Matt McDonough
October 29, 2024
Supercharge Your RAG application With Couchbase Vector Search and Unstructured.io
Today we’re excited to announce the launch of the Couchbase and Unstructured.io connector which streamlines the process of ingesting unstructured data into your RAG pipeline built on top of Couchbase as the vector store. Using this connector, you can now...
Preparing Datasets for Fine-Tuning ML Models: A Comprehensive Guide
Fine-tuning machine learning models starts with having well-prepared datasets. This guide will walk you through how to create these datasets, from gathering data to making instruction files. By the end, you’ll be equipped with practical knowledge and tools to prepare...
Sanjivani Patra - Software Engineer
October 24, 2024
Part 2 – AI in Action: Enhancing and Not Replacing Jobs
Welcome back to the second part of our two-part series on building an interactive customer service support application that empowers support agents with the help of AI. The goal is to enhance their important work by leveraging previously resolved answers...
Ben Greenberg, Senior Developer Evangelist
October 22, 2024
Uma Alternativa Melhor ao MongoDB Atlas Device Sync/Atlas Device SDKs (antigo Realm): Couchbase Mobile
Decidir sobre o stack tecnológico do seu aplicativo móvel não deve ser uma aposta. Couchbase Mobile oferece uma solução comprovada, escalável e madura, feita para durar. Como líder em bancos de dados móveis, Couchbase garante que você esteja preparado para...
Enhancing Performance Using XATTRs for Vector Storage and Search
With the introduction of vector search, users can now store large vector arrays—often made up of seemingly arbitrary numbers—within their documents. Since this data isn’t required for most standard queries, users can now leverage extended attributes (XATTRs), which are part...
Likith B, Software Engineer
October 9, 2024
AI in Action: Enhancing and Not Replacing Jobs
Part 1 – Building with Vonage and Couchbase to transform communication and data Let’s imagine a paradigm shift in the way we perceive the role of AI in the workplace. Instead of AI replacing roles, what if it comes to...
Ben Greenberg, Senior Developer Evangelist
October 8, 2024
From Concept to Code: LLM + RAG with Couchbase
GenAI technologies are definitely a trending item in 2023 and 2024, and because I work for Tikal, which publishes its own annual technology radar and trends report, LLM and genAI did not escape my attention. As a developer myself, I...
Sigal Shaharabani - Technical Leader, Tikal
September 23, 2024