Couchbase Blog
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What is Real-Time Data? Types, Benefits, and Limitations
What does real-time data mean? Real-time data refers to data that is processed and made available with minimal latency, typically within milliseconds or seconds of creation. It enables systems to react to events as they occur, rather than relying on...
Matt Spillar - Product Marketing Manager June 13, 2025
Optimizing TCO: Automate Cluster Hibernation Using Terraform
Couchbase Capella’s Cluster On/Off feature allows users to pause and resume their clusters seamlessly, without permanently deleting the data, helping optimise cloud expenses and improve operational efficiency. In this blog, we’ll explore how this feature works and how you can...
Paulomee De - Software Engineer June 11, 2025
Epidata and Couchbase: Powering Up Digital Transformation, Together
Epidata, a leading innovation outsourcing and software development company with a presence in Latin America and the U.S., is joining forces with Couchbase, the powerhouse behind modern, user-loved applications. This strategic partnership is set to supercharge how organizations tackle their...
Cassy Speirs - Partner Marketing Manager June 5, 2025
A Comprehensive Guide to Federated Learning
What is federated learning? Federated learning is a machine learning (ML) approach that enables multiple devices or systems to train a shared model collaboratively without exchanging raw data. Instead of sending data to a central server, each participant, such as...
Semantic Similarity with Focused Selectivity
Why does semantic search need selectivity? Up until now, we’ve viewed a vector embedding as a complete, stand-alone entity – focused entirely on the meaning it encodes. While this enables semantic search, often with a high degree of similarity, it...
Aditi Ahuja, Software Engineer May 22, 2025
Migrate from Capella Free Tier to a Paid Account in 4 Steps
What is the Capella free tier? Couchbase Capella offers a free tier product with a perpetual, no-cost environment for users to explore and experience the capabilities of Couchbase’s NoSQL database platform. This free tier is not constrained by time limits,...
Kishor Deshpande - Solutions Engineer May 14, 2025
The Importance of Data Preprocessing in Machine Learning (ML)
Data preprocessing is a vital step in machine learning that transforms raw, messy data into a clean and structured format for model training. It involves cleaning, transforming, encoding, and splitting data to improve model accuracy, prevent data leakage, and ensure...
Tyler Mitchell - Senior Product Marketing Manager May 13, 2025
Introducing Couchbase as a Vector Store in Flowise
We’re excited to announce that Couchbase is now officially supported as a vector store in Flowise, providing users with a powerful, high-performance solution for managing and retrieving vector data. This new integration combines Flowise’s intuitive, no-code AI workflow capabilities with...
Prajwal Pai, Software Engineer May 12, 2025
Supercharge Machine Learning (ML) Applications with Couchbase
Consider this scenario – you are a developer at a fintech company, and one of your users is notified to ask whether they had authorized an international transaction for $1,000. Instead of getting alarmed, the user clicks on the “No”...
Kiran Matty, Lead Product Manager AI/ML May 7, 2025
ICYMI: Couchbase Accelerates Innovation From AI to Edge With Latest Releases
In case you missed it, Couchbase has been making waves across the industry with two recent announcements: a Capella AI Services integration with NVIDIA NIM and the new Couchbase Edge Server. As organizations continue their journeys in elevating user experiences...
James Kim, Corporate Communications Manager May 6, 2025
How to Ensure Data Integrity for NoSQL Systems
What is data integrity? Data integrity refers to the accuracy, consistency, and reliability of data throughout its lifecycle. It ensures that data remains correct and unaltered as it’s created, stored, transmitted, and modified. In traditional relational databases, integrity is enforced...
Effortlessly Migrate 300k+ Hugging Face Datasets into Couchbase with the IDE Plugin and CLI
Migrating large, complex datasets from Hugging Face to Couchbase just got easier. Whether you prefer working from the command line or within your favorite IDE, our new Hugging Face to Couchbase migration toolkit—featuring the Couchbase VS Code Extension and the...
Shyam Rajamannar, Senior Software Engineer May 1, 2025