A deep dive into building a Retrieval-Augmented Generation system in Rust, from understanding the fundamentals to measuring results.
Samuel J. Williams
A Software Engineer exploring the world of machine learning
How hard could it be?
Recent Posts
Building a Sports Knowledge Assistant: RAG Basics Neural Network Experiments: Setting a Baseline Establishing baselines and exploring learning rate sensitivity - the first steps in neural network experimentation.
Advent of Code 2025; Day 12: Christmas Tree Farm Helping elves fit oddly-shaped presents under Christmas trees before the deadline.
Advent of Code 2025; Day 11: Reactor Counting paths through a device network to help repair the factory's toroidal reactor.
Advent of Code 2025; Day 10: Factory Toggling indicator lights to activate factory machines with the minimum number of button presses.