Blog

From Vectors to Answers: Building a Local RAG Agent

12 min read

1 week ago

Semantic search finds the right text. RAG turns that text into grounded answers. In this post we’ll build a local RAG agent with Bun, SQLite vector search, and Ollama. Fast, private, and simple.

Teaching a language model a skill (using poker as an example)

15 min read

1 month ago

When prompting starts to hallucinate, fine-tuning is often the step that turns a clever language model into a system you can actually trust.

Modern Web Development with Bun, React, and Tailwind CSS

10 min read

10 months ago

In this post, I'll introduce you to a powerful combination of tools for modern web development: Bun, React, and Tailwind CSS. This stack offers a streamlined development process, improved speed, and a great developer experience.

From Text to Vectors: A Practical Guide to Semantic Search

10 min read

1 year ago

In this post, I'll walk you through the process of building a semantic search engine using SQLite and OpenAI's API.

Hello, world

1 min read

1 year ago

It's official! I'm finally taking the plunge and launching my personal website.