Cobus GreylingControllable Agents For RAG With Human In The Loop ChatThis demo from LlamaIndex is a good example of how the capabilities of agents and RAG are merging & how HITL can be used to solve for long…4 min read·1 day ago----
Cobus GreylingHow Would The Architecture For An LLM Agent Platform Look?A recent study explored how LLM-based agent architecture might look in the future. This architecture is segmented into three stages…4 min read·4 days ago----
Cobus GreylingHILL: Solving for LLM Hallucination & SlopHILL is a prototypical User Interface which highlight hallucinations to LLM users, enabling them to assess the factual correctness of an…4 min read·4 days ago----
Cobus GreylingTeaching LLMs To Say “I don’t Know”Rather than fabricating information when presented with unfamiliar inputs, models should rather recognise untrained knowledge & express…5 min read·5 days ago----
Cobus GreylingComparing LLM Agents to Chains: Differences, Advantages & DisadvantagesIn this article I put into plain terms the difference between chains and agents, and what will work best for certain applications.6 min read·6 days ago----
Cobus GreylingCan Minor Document Typos Comprehensively Disrupt RAG Retriever & Reader Components?Retrieval-Augmented Generation (RAG) is effective in leveraging LLM in-context learning (ICL) capabilities. But are we missing how…3 min read·May 20, 2024----
Cobus GreylingEnterprise Prompt Engineering PracticesBy analysing sessions of prompt editing behaviour, IBM identified patterns in prompt refinement, including the aspects users iterate on and…6 min read·May 17, 2024----
Cobus GreylingFive Levels Of AI AgentsAI Agents are defined as artificial entities which can perceive their environment, make decisions and take actions based on tools…7 min read·May 16, 2024--5--5
Cobus GreylingGALE Is A Next-Gen Generative AI Productivity SuiteThe GALE platform is the Swiss Army knife for enterprise AI. Capable of automating mid-office & back-office tasks with precision…4 min read·May 15, 2024--1--1
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·May 14, 2024----