WARNING: THESE ARE DRAFT POSTS WHICH 'ESCAPED'.
It's likely much of what's below won't work; I generate these as how-to for ME and then do all the steps and get the sample app working...You've been...
Wednesday, 12 November 2025 22:45
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14 minute read
WARNING: THESE ARE DRAFT POSTS WHICH 'ESCAPED'.
It's likely much of what's below won't work; I generate these as how-to for ME and then do all the steps and get the sample app working...You've been...
Wednesday, 12 November 2025 22:45
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16 minute read
Welcome to Part 4! We've set up our GPU (Part 2), understand embeddings and vector databases (Part 3), and have the overall architecture (Part 1). Now it's time to build the ingestion pipeline - the...
Wednesday, 12 November 2025 22:45
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25 minute read
Welcome to Part 3! We've got our GPU stack working (Part 2), and we understand the architecture (Part 1). Now it's time to dive into the magic that makes semantic search possible: embeddings and...
Wednesday, 12 November 2025 22:45
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21 minute read
Welcome to Part 2! In Part 1, we laid out the vision for building a writing assistant that uses your blog as a knowledge base - like how lawyers use LLMs trained on case law to draft documents. Now...
Wednesday, 12 November 2025 22:45
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21 minute read
Buckle in because this is going to be a long series! If you've been following along with this blog, you'll know I'm a bit obsessed with finding interesting ways to use LLMs and AI in practical...
Wednesday, 12 November 2025 22:45
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17 minute read
In my 8-part "Lawyer GPT" series, I showed you how to build a complete local RAG-based writing assistant using GPU acceleration, local LLMs, and vector databases. It's powerful, private, and runs...
Wednesday, 12 November 2025 22:45
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24 minute read
While in this current 'manic' article writing stage I thought I'd share a sensitive project I built for a charity during COVID. This is a very sensitive topic so I have gotten all applicable...
Tuesday, 11 November 2025 18:00
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22 minute read
Over the years I've read / written hundreds of feature specifications. Some were brilliant; most were bloody awful. The difference between a good spec and a bad one isn't about length or formality;...
Tuesday, 11 November 2025 11:30
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63 minute read
Over the past year, I've stumbled, experimented, broken things, and gradually modernised the frontend build pipeline for this blog. This wasn't some masterplan executed flawlessly—it was trial and...
Tuesday, 11 November 2025 02:15
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28 minute read
