Cobus GreylingThe Conversational AI Technology Landscape: Version 5.0This market architecture map, originating from research focused on chatbot development frameworks, serves as the foundation of my original…5 min read·11 hours ago----
Cobus GreylingA Short History Of LLMs & Conversational UIsIt is said that every good AI strategy starts with a data strategy. Considering the adoption of LLMs in general and specifically within…10 min read·1 day ago----
Cobus GreylingLarge Language Model (LLM) Stack — Version 6In trying to decipher current market trends and anticipate its direction, I again updated my product taxonomy outlining different LLM…3 min read·4 days ago--1--1
Cobus GreylingA Short History Of ChatbotsThe evolution of chatbot technology has been remarkable, progressing from rudimentary systems dependent on rules to today’s sophisticated…6 min read·5 days ago----
Cobus GreylingLangChain Basic Chatbot Framework With RetrieversIn recent times, there has been significant attention on agents, though concerns have emerged regarding their level of autonomy. However…6 min read·May 7, 2024----
Cobus GreylingBuilding The Most Basic LangChain ChatbotIn this article I consider what the basic building blocks are of a LLM-based chatbot, and how LangChain goes about building it.6 min read·May 6, 2024----
Cobus GreylingData Design For Fine-Tuning LLM Long Context WindowsFine-Tune your LLM To fully utilise the available context window.5 min read·May 3, 2024----
Cobus GreylingThe Importance Of Granular Data Design For Fine-TuningAnd leveraging Data Design to train LLMs to fully utilise context, while also solving for the Lost-In-The-Middle challenge.6 min read·May 2, 2024----
Cobus GreylingLangChain Structured Output Parser Using OpenAIThe LangChain structured output parser in its simplest form closely resembles OpenAI’s function calling. In this article I include a…5 min read·Apr 30, 2024--1--1
Cobus GreylingThree Considerations For Private Open-Source LLM InstancesUsing commercial LLM APIs for production applications pose clear & well researched risks. Consequently, enterprises are increasingly…6 min read·Apr 29, 2024--1--1