Blogs
RAG Pipeline
A Retrieval-Augmented Generation (RAG) pipeline is a technique for interfacing with LLMs that helps to:
- Add Context
- Improve Accuracy
- Check / Filter hallucinations
- Preserve Privacy
- Add Value
In this age where LLMs are becoming ubiquitous you will very likely need to create one of these sooner or later.
May 14, 2025
Kustomize Rollout
Kustomize is a tool built into kubectl which helps in the management of YAML. It does a lot of things, but one of the major ones is having overlays per deployment. It is not uncommon to have a single base and a rollout per deployments. However, this can cause issue when you need to fix your base, as it will happily update all your overlaid environments en mass; which is less then ideal. Here is how I have fixed that for my deployments.
April 18, 2025
Hugo Wikilinks
Wikilinks are a standard of many / most wiki software. However, Hugo does not have support for them. They have a simple form of [[Page Title]] or [[Page Title|Display Text]], which makes them very useful for quick linking. This is how I implemented something like them.
April 6, 2025