Get Started With Couchbase Vector Search In 5 Minutes
Couchbase Blog
by Kishor Deshpande - Solutions Engineer
9h ago
What is a Vector A Vector is an object that represents a real-world item as an array of floating numbers.  Each item in the real world is represented in Vector format(as an array) and has many dimensions (attributes) associated with the object based on its characteristics.  For example, if we want to represent Colours in Vector format, we can create an array of attribute values. Example [ “R”,”G”,”B”] Each colour in an RGB image is represented by three values: the amount of red, green, and blue light present. These values typically range from 0 to 255, indicating the intensity of eac ..read more
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Azure PrivateLink Setup With Couchbase Capella
Couchbase Blog
by Nishant Bhatia - Cloud Architect
9h ago
What are PrivateLinks? PrivateLinks are a networking service that allows for the private connection between a cloud service and your virtual network. This connection is made without exposing your data to the public internet, enhancing security by keeping network traffic within the cloud provider’s network. By utilizing PrivateLinks, you can ensure more secure and reliable access to cloud resources, minimizing the risk of external threats and reducing latency by keeping the traffic internal to the cloud provider’s network. PrivateLinks facilitate uni-directional communication, enhancing the sec ..read more
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Set Up AWS PrivateLinks with Couchbase Capella
Couchbase Blog
by Nishant Bhatia - Cloud Architect
5d ago
What are PrivateLinks? PrivateLinks are a networking service that allows for the private connection between a cloud service and your virtual network. This connection is made without exposing your data to the public internet, enhancing security by keeping network traffic within the cloud provider’s network. By utilizing PrivateLinks, you can ensure more secure and reliable access to cloud resources, minimizing the risk of external threats and reducing latency by keeping the traffic internal to the cloud provider’s network. PrivateLinks facilitate uni-directional communication, enhancing the sec ..read more
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Scalability vs. Elasticity: A Comparison
Couchbase Blog
by Tyler Mitchell
5d ago
Scalability and elasticity help organizations achieve greater flexibility and efficiency in their IT infrastructure. However, scalability and elasticity have distinct differences that organizations should be aware of when deciding which approach to take. This blog post will break down the differences between the two, provide examples of their use, and eventually discuss how to achieve both in cloud computing. What is Scalability? Scalability refers to a cloud system’s ability to adjust resources to meet changing demands. You can do this by scaling up (vertical scaling) or scaling out (horizont ..read more
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Crafting Code With A Conscience: Your Role In Ethical Data Stewardship
Couchbase Blog
by Nyah Macklin - Developer Evangelist
1w ago
If data is gold, then that gold must be protected. In software development, data is often thought to be unbiased, purely mathematical, and have no reason to engage with ethics. However, I want to posit that not just protecting one’s data but centering it’s ethical use is paramount to every software developer’s role, and further, every person’s role in a tech company. We will offer a deep dive into ethical data stewardship, while presenting comprehensive frameworks, guidelines, and a step-by-step walkthrough of an ethical technical sprint designed to integrate these principles into your softwar ..read more
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Accelerate Couchbase-Powered RAG AI Application With NVIDIA NIM/NeMo and LangChain
Couchbase Blog
by Lokesh Goel, Software Engineer
1w ago
Today, we’re excited to announce our new integration with NVIDIA NIM/NeMo. In this blog post, we present a solution concept of an interactive chatbot based on a Retrieval Augmented Generation (RAG) architecture with Couchbase Capella as a Vector database. The retrieval and generation phases of the RAG pipeline are accelerated by NVIDIA NIM/NeMo with just a few lines of code.  Enterprises across various verticals strive to offer the best customer service to their customers. To achieve this, they are arming their frontline workers such as ER nurses, store sales associates, and help des ..read more
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Disaster Recovery with Couchbase Mobile – Sync Gateway and Cross Data Center Replication
Couchbase Blog
by Georgina Martin, Solutions Engineer
1w ago
Planning for Disaster Recovery (DR) and Business Continuity (BC) is vital for any modern application, and that applies equally to any application with a mobile or edge computing component.  Service outages or downtime can cause serious impacts to a business and without the correct strategies in place, such an event can be challenging to recover from. This post will look at one of the ways you can plan for BC and DR for your mobile application in Couchbase using Cross Data Center Replication (XDCR). Couchbase Mobile Stack Couchbase Mobile is a cloud-to-edge platform that enables you to dep ..read more
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Artificial Intelligence in Retail Banking and the Financial Services Industry
Couchbase Blog
by Matt Spillar - Product Marketing Manager
1w ago
The overwhelming narrative recently 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? Large language models (LLMs) are a type of AI that can mimic human intelligence. They analyze vast amounts of data – learning patterns and connections between words and phrases. These LLMs are the algorithmic basis for generative AI chatbots like OpenAI’s ChatGPT and Google’s Bard. Generative AI is a form of machine learning that is able to produce text, video, image ..read more
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Announcing General Availability of the C++ SDK for Couchbase
Couchbase Blog
by Sergey Avseyev, SDK Engineer, Couchbase
2w ago
We are thrilled to announce the General Availability (GA) of the C++ SDK for Couchbase! This release adds support for native C++ language to our existing comprehensive set of SDK libraries in 11 programming languages and marks a significant milestone in our commitment to providing robust, high-performance tools for developers to build modern, scalable applications. In fact, this C++ SDK is the core library behind our existing Python, NodeJS, Ruby, and PHP SDKs and strives to provide a consistent, performant and efficient experience across all these programming languages. Why C++ SDK? C++ remai ..read more
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Couchbase on Rails: A Guide to Introducing Dynamic and Adaptive Data to Your Application
Couchbase Blog
by Ben Greenberg, Senior Developer Evangelist
2w ago
Ruby on Rails is often the framework of choice for getting new projects off the ground. The speed of development and iteration is in many ways unparalleled. As such, perhaps you want to use Rails as the framework for your application that requires a lot of flexibility in data and has a fluid structure. Maybe you are building an Internet of Things application or a Content Management System that must handle all sorts of data. The traditional database solutions for Rails will just not cut it. What do you do? In this guide, you will discover the considerations and steps to utilizing Couchbase as y ..read more
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