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Databases for AI: Should You Use a Vector Database?

The first article in this series laid out the role of vectors in machine learning and LLMs, along with vector representations in software. Now we'll embark on a quick tour of databases and how they meet the modern challenges of AI. Vector Databases Since AI is basically vectors and vectors are [...]

DevOps Tools Introduction #07: Container Orchestration

While individual Docker containers usually run a single program, applications in a microservice architecture are usually composed by combining multiple containers, each contributing a specific set of features that make up the complete application. Coordinating the creation and maintenance of the containers that build an application is the task [...]

Databases for AI: Vectors, Embeddings, and Architecture

Everyone who comments on AI—whether machine learning or more contemporary techniques such as LLMs—notes the enormous volumes of data it requires, as well as the radically novel ways in which data is used. Thousands of new data centers are currently being built—and they're getting larger. So how is all that [...]

DevOps Tools Introduction #06: Container Basics

Container virtualization is one of the major technologies behind modern software architectures. While the concept of container virtualization is rather old, new tools extend the pure virtualization components with numerous features that facilitate the deployment of containerized software. Docker is the most prominent project in that field. Objective 702.1 [...]

What Everybody Knows About You: Your Browser

This article is part of a continuing series about data collection today. The previous article talked about smart watches and other personal devices. Most sites collecting data from your browser are retailers, but I am devoting a separate section of this series to the browser because of its unique technical [...]

DevOps Tools Introduction #05: Continuous Delivery

Turning source code into running services requires a coordinated and observable chain of automated activities, in order to meet the needs of modern, fast-paced software development. Continuous Integration (CI) and Continuous Delivery (CD) provide the conceptual and technical foundation for this transformation by ensuring that every change introduced into [...]

DevOps Tools Introduction #03: Cloud Components and Platforms

Previous installments in this series described modern software development and got us thinking about architectures for that software. Equipped with this knowledge, we will focus on the building blocks of such applications. Objective 701.2 of LPI’s DevOps Tool Engineer exam covers software components and platforms. The objective mentions a [...]

Orchestra Brought To Life: How A Linux Server Plays Its Symphony

Have you ever thought about what happens behind the scenes when you press the power button of your Linux machine? When your server is powered off, it’s a grand concert hall, silent and dark. The stage is empty and the seats are vacant. When you press that power button, [...]

Learning Materials for DevOps Tools Engineer Certification, v2

Get ready for the new version 2 of the exam We are excited to announce the release of Learning Materials for the Linux Professional Institute (LPI) DevOps Tools Engineer certification on our Learning platform along with the new version 2.0 of the exam. I’ll provide a brief overview here and [...]

Morrolinux: Vikunja – from Trello to FOSS

Organizing work efficiently is challenging, especially when collaborating in a team. The complexity of task management multiplies quickly, making it essential to find the right tool. But what if you don’t want to rely on commercial solutions that lock your data in their ecosystem? As someone who prefers open source, [...]