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Category: Artificial Intelligence

Artificial Intelligence

Gradio vs Streamlit for AI Chatbots

Posted on February 28, 2026March 1, 2026 by justinmatters

A couple of years ago I used Streamlit as an interface for an LLM chatbot. However it seems there is a better alternative which is…

Artificial Intelligence

Data Scotland 2025

Posted on September 14, 2025March 1, 2026 by justinmatters

How time flies, Data Scotland 2025 was another great event. Here are the things I learned about this year. Where possible I have linked to…

Artificial Intelligence

ML Video Generators 2025

Posted on June 30, 2025March 1, 2026 by justinmatters

Over the last few months AI Video production has advanced by leaps and bounds, reaching a useful and impressive state. Here is a quick review…

Artificial Intelligence

Using Venv with Cursor AI

Posted on March 8, 2025March 1, 2026 by justinmatters

When doing rapid prototyping with Cursor AI, it is useful to keep you environments separate. Venv can help with this. But how do you get…

Artificial Intelligence

Upscaling and Style Transfer with ComfyUI

Posted on November 2, 2024March 1, 2026 by justinmatters

Two very useful jobs which can be done with ComfyUI are AI based upscaling and style transfer. While image packages are starting to include these…

Artificial Intelligence

Image Generation Workflows with ComfyUI

Posted on October 1, 2024March 1, 2026 by justinmatters

ComfyUI is a very powerful user interface to run open source diffusion modelĀ  image generation locally on your computer. It uses an extensible node based…

Artificial Intelligence

AI Kill Switches are a Bad Idea

Posted on August 24, 2024March 1, 2026 by justinmatters

Recently advances in Large Language Models have caused a wider set of people to thinking about the possible future dangers of Artificial Intelligence. This has…

Artificial Intelligence

Document Summarisation and Comparison with LLMs

Posted on May 12, 2024March 1, 2026 by justinmatters

Two common place and tedious tasks people are often faced with, are summarising documents, or comparing them for similarities and differences. The good news is…

Artificial Intelligence

Using a VLM for Categorisation of Images (Part 2)

Posted on April 27, 2024March 1, 2026 by justinmatters

Last month I produced a proof of concept zero shot categoriser for images using OpenAI’s GPT-4 Vision-Language model (VLM) capabilities. However this had the disadvantage…

Artificial Intelligence

Using a VLM for Categorisation of Images (Part 1)

Posted on March 31, 2024March 1, 2026 by justinmatters

Categorisation of images has long been possible with a variety of visual machine learning models. However in almost all cases the categories have to be…

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