Ever wondered how well Retrieval-Augmented Generation (RAG) can perform with a classic like Alice's Adventures in Wonderland? I recently used the RAG Assessment (ragas) Python module to automatically create a set of Q&A and then performance benchmark different configurations. Some of the results were surprising.

Dive into my detailed …

Ever felt lost when a sommelier throws out words like "Rhubarb hangs out with cherry cider and the mellowest cinnamon" to describe a wine? ‍ Well - me too!

At the end of last week I was on a quest to bridge the gap between flowery descriptions and actual grape varieties! Inspired …

While text-to-image and text-to-text take most of the Generative AI headlines, the field of text-to-speech (TTS) continues to make steady progress. Recently, I explored the capabilities of Tortoise-TTS, an open-source framework for building high-fidelity TTS systems.

I've captured my research and experimentation in a Jupyter notebook. You can find it …

🔥 Meta's latest release, Llama 3, has delivered an impressive set of Large Language Model (LLM) benchmarks. While the 8B and 70B parameter models show impressive results against closed-source and open-source models such as Claude, Gemini and Mistral, it's interesting to compare improvements of …

A few months ago I wrote a long-form post on the potential impact of AI on how we communicate. One of the themes I explored was how AI can increase the speed and efficiency of video transmission by modelling the underlying systems using neural networks, assisting in frame interpolation and …

Threat actors, also known as bad actors, are individuals or groups who deliberately engage in malicious activities such as hacking, phishing and other cyber crimes with the intent to harm systems, networks or data. These actors are driven by various motivations, including financial gain, political ideology, grievances or vendettas.

In …

This week's one-page emerging technologies summary document is on Event Streaming Platforms.

Summary: In this article we look at how D3.js can be used to create a simple visualisation to illustrate the terrible recent Ebola virus outbreak in western Africa.

In this article we look at how D3.js can be used to create a simple visualisation to illustrate the terrible …

Summary: In this article we consider the potential advantages and challenges of an organisation having access to a unified digital profile for each of their customers. We use an example of booking a vacation online to illustrate how the user experience differs greatly depending on the amount of information available …

Summary: In this article we look at how privacy concerns within education are impacting progress towards customised training in the classroom and consider a promising solution to the problem.

In this article we look at how privacy concerns within education are impacting progress towards customised training in the classroom and …