Outstanding Achievement in the Field of Excellence
I've accumulated a few certifications in GenAI recently, so I thought it might be useful to gather them all in one place. Some will have expiration dates and might have…
Local RAG
A Python code snippet showing how to use the local Retrieval Augmented Generation (RAG) gist Picking up a few certs at work recently, I had to complete a lab on…
GenAI Green Belt
Happy to report that I've attained my NTT DATA GenAI "green belt": The GenAI Academy: Green Belt represents the expert mastery level within the GenAI Academy. These professionals demonstrate deep,…
Resume Update
Finally got around to updating my CV - I left Datasite just before Christmas last year to be a data science consultant with NTT DATA. If you're interested, this is…
Detecting Signatures In Documents With Image Classification
If we could automatically pull any information from the document or even just know what type of document we’re looking at ahead of time, we could make our document processing…
Applying Large Language Models to Search Engine Optimization
Today I'm open sourcing a proof of concept for applying LLMs to SEO. https://youtu.be/t-8yu9g1hgQ My main interest here was to try out a couple of theories I had about LLMs;…
llama.cpp functions
I've been meaning to take a closer look at llama.cpp for a while now, and recently spent some time playing with the llama-cpp-python Python bindings. I wasn't entirely sure I…
Resume Builder – Let OpenAI Tailor Your Resume To The Job Description
I've often wondered if it would be possible to have a model tailor a resume to a job description. Even if you don't find constantly rewriting your resume a bit…
Resume Recommender – Natural Language Queries For Finding The Most Relevant Results
You probably already know transformers have a maximum sequence length, and you probably also know that by default anything beyond this limit is ignored. But what happens if you can't…
Myriad Algorithm Visualization
Visualization of the algorithm behind Myriad, looking at an ultrasonic scan. When the border of the search window flashes, that's when the algorithm predicts that it's found an indication of…