ML Ops
How to set up pgvector with Docker: Local Vector Database for Text Embeddings
In this post, I'll walk you through how I set up a local vector storage system using pgvector,
Blog
LLM
Starting my January 2025 project: a Local RAG System from Scratch
This January, I’m taking on a new challenge: creating my very own local RAG-system to search through my notes
How to Solve Advent of Code 2024 - Day 10 with Python
We're going hiking... or at least we're drawing hiking maps. So back to evaluating grids and
How to solve Advent of Code 2024 - Day 9 with Python
Throwback time to the 90s or early 2000s - back when watching small little lines "defragmenting" our Windows
How to solve Advent of Code 2024 - Day 8 with Python
Back to grids with our first "radius"-related puzzle of the year.
But before we get right into
How to solve Advent of Code 2024 - Day 7 with Python
The one where you just do some math and then you're done?! 😦
But before we get right into
How to solve Advent of Code 2024 - Day 6 with Python
This seems to be the first day where checking all possible options is only barely feasible... 🤏
But before we get
Advent Of Code
How to solve Advent of Code 2024 - Day 5 with Python
This day is all about sorting and sequence-checking in this years's Advent of Code! 🎄❄️💻 Also I am aware
Advent Of Code
How to solve Advent of Code 2024 - Day 4 with Python
Our first grid-based challenge of this years's Advent of Code! 🎄❄️💻
But before we get right into the day
Advent Of Code
How to solve Advent of Code 2024 - Day 3 with Python
It's the most festive time of the year - Advent of Code! The highlight of every coder'
Advent Of Code
How to solve Advent of Code 2024 - Day 2 with Python
It's the most festive time of the year - Advent of Code! The highlight of every coder'
Advent Of Code
How to solve Advent of Code 2024 - Day 1 with Python
It's the most festive time of the year - Advent of Code! The highlight of every coder'
Advent Of Code
Advent of Code 2024 - Info Post
It's the most festive time of the year - Advent of Code! The highlight of every coder'
ML Ops
How to build a Python package with uv and install it locally
This post will walk you through the steps to build a simple Python package and install it locally on your
ML Ops
How to Set Up Poetry for Python: A Step-by-Step Guide to Better Package Management
I've always been a pip + venv (yes, not even virtualenv) user. Conda never played nice with me. However,
Machine Learning
Intro to Scene Text Recognition - Guide to Image-to-Text Conversion
Recognizing text in a photo - something we're quite good at, but neural networks struggle quite a bit
Advent Of Code
How to solve Advent of Code 2023 – Day 4 with Python
If you missed any previous days or are looking for another year, click here for all my content about that:
Advent Of Code
How to solve Advent of Code 2023 – Day 3 with Python
If you missed any previous days or are looking for another year, click here for all my content about that: