Cobus GreylingAn Introduction To DSPyDeclarative Self-Improving Language Programs (DSPy) aims to separate the program flow from the prompts. While also optimising prompts based…14h ago14h ago
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…1d ago1d 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…4d ago4d 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…5d ago5d 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…6d ago6d 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.May 21May 21
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…May 20May 20
Cobus GreylingEnterprise Prompt Engineering PracticesBy analysing sessions of prompt editing behaviour, IBM identified patterns in prompt refinement, including the aspects users iterate on and…May 17May 17
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…May 165May 165
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…May 151May 151