A deep dive into building a Retrieval-Augmented Generation system in Rust, from understanding the fundamentals to measuring results.
Samuel J. Williams
Notes from my side of the keyboard
Code, coffee, and occasional rabbit holes
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.