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RalphNex Journal

Notes on building fast.

Field notes from the RalphNex team: case studies, technical deep dives, and ideas we're testing as we ship SaaS products, apps, and brand sites.

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local hardware device
Article

I built this shit

ChatGPT in the palm of your hand

Aadil Ghani
Jark stack
Article

Mastering Generative AI Model Development with the JARK Stack: A Comprehensive Guide

Generative AI represents a frontier in artificial intelligence, offering capabilities from creating realistic images to generating natural language. For those venturing into this space, the JARK stack—comprising Jupyter, Argo, Ray, and Kubernetes—provides a powerful toolkit for developing, deploying, and managing your AI models. This guide will take you through each component of the JARK stack, explaining how they contribute to the generative AI workflow and how you can use them to enhance your projects.

Vanessa Smith
 Blog cover with Agile icons and the title "Introduction to Agile Methodology."
Article

Introduction to Agile Methodology in Software Development

Agile is a flexible software development methodology that emphasizes collaboration, adaptability, and delivering value in short cycles. This beginner-friendly guide covers key concepts like sprints, Scrum, and product backlogs, highlighting the benefits of Agile, such as faster delivery and continuous improvement.

Vortex Nova
kubernetes logo
Article

Kubernetes: How to Deploy Generative AI Models in Minikube

Learn how to deploy generative AI models like GPT-3 in Kubernetes using Minikube. This step-by-step guide covers containerizing AI models, Kubernetes configurations, exposing services, and scaling deployments for production-ready AI applications.

Vanessa Smith
Generative AI
Article

How Generative Models Work: A Beginner-Friendly Guide

In recent years, generative models have emerged as one of the most exciting and transformative areas of artificial intelligence (AI). From creating human-like text to generating realistic images and even composing music, these models are pushing the boundaries of what AI can do. In this blog post, we'll dive into how generative models work, with a focus on transformers, the rise of Large Language Models (LLMs), and how the JARK stack is used to deploy these models. We'll also touch on the importance of tokenization in making generative models function smoothly.

Vanessa Smith
Audio graphic
Article

The Beginner's Guide to Text-to-Speech Technologies

Text-to-speech (TTS) technology converts written text into spoken words, enhancing accessibility and user experience. In this article we breakdown text to speech technology in such a way that even a beginner can understand it.

Vanessa Smith
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Notes on building fast.

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