Jens Willmer

In a previous post, I covered what Retrieval-Augmented Generation is and how to prepare data for ingestion.

If your RAG pipeline ingests dirty data, the answers will be wrong.

This post builds on Gear Ratio Basics and explains how gear ratios affect speed (velocity), torque, and efficiency.

Large language models are impressive, but they’re limited by what they were trained on.

Docker networking is powerful but can be confusing, especially when dealing with communication between the host machine and Docker containers.

Motion Extraction in Action: Real-time Video Processing with JavaScript In this blog post, we’ll explore a motion extraction technique inspired by an approach presented in this YouTube video by Steve of CodeParade.

This is a personal reference for Docker commands that are not used often but frequently need to be looked up.

This guide demonstrates a Zero Downtime Deployment using Docker Rollout, featuring an intentional failure, rollback scenario, and a successful rollout.

When developing applications that need to interact with external services such as OAuth providers or webhooks, it’s often necessary to expose your local environment to the internet.

I’m using the UniFi UXG-Lite as a router in my home network.