Tagged: purple

Ollama-powered purple backend

The era of local LLMs promised tremendous power but often came with crippling limitations: your development environment became tethered to high-end GPU hardware. But what if you didn't have to choose?In this deep dive, we explore how Ollama is revolutionizing model deployment by acting as a standardized, portable runtime layer—think of it as the universal operating system for open-source AI models. We examine the architecture powering Purple: a robust hybrid backend that ensures absolute continuity. Whether you are running demanding, private workloads on your powerful home workstation or working remotely on limited hardware, Ollama allows developers to maintain a single, flawless workflow.Discover how achieving model portability means escaping vendor lock-in and physical constraints simultaneously. We break down the technical advantages of blending local private deployment with seamless cloud access, giving you the operational freedom necessary to build truly universal AI applications.

Read more →

Why I Built Purple — And Why It Took 20 Years to Get Here

I've been thinking about AI since before it was cool to think about AI—studying neural networks, formal logic, and operating system internals at my university in Katowice. At the time, it seemed almost impossible that these fields would ever converge, but they did. The wait, however, felt incredibly long.My early professional experience taught me relentless discipline: building commercial software (around 2001), generating revenue with mobile apps in foreign markets (China, 2007), and iterating through diverse tech stacks at companies like EPAM, Uber, and Pearson.

Read more →