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Jamie Smith
Principal engineer. AWS & Python. Applied AI in energy & utilities.
2
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25
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Edinburgh
location
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all posts
Building The House of Knowledge: The Bedrock Converse API
Part 2 of a series on building a real RAG system with real data - The Bedrock Converse API. A bit technical.
ai
RAG
House of Knowledge
Building The House of Knowledge: RAG on a Budget
Part 1 of a series on building a real RAG system with real data - cheap as possible, no fancy GPU, hardly any RAM and to be honest totally unsuitable hardware.
ai
RAG
House of Knowledge
$ ls --sort=date ./projects/
A RAG (Retrieval-Augmented Generation) powered Q&A system for D&D campaign notes, using Ollama's Deepseek model.
RAG app over Obsidian D&D session notes
Weekly iCloud (CalDAV) digest with an optional Anthropic-powered briefing, Open-Meteo weather, haversine-based travel hints (with Nominatim geocoding), and SMTP email.
Plane over my house -> ADS-B -> SDR -> BEAST -> This thing -> Twitter
API Project to learn .Net
Slackbot to trigger deploys of Overmyhouse on merge to master
My dotfiles.
Scotland as a Service
This project will look at the distribution of fouls and cards between teams of the Scottish Premier League