Understanding LLM User Experience & Expectation

Cobus Greyling

Introduction

When any organisation is building an end-user facing GUI for a LLM-based personal assistant, this...

Visualise & Discover RAG Data

Cobus Greyling

RAGxplorer is a web-based GUI for importing, chunking, mapping & exploring semantic similarity.

Large Language Model (LLM) SWOT Analysis

Cobus Greyling

Introduction

The two graphs below show the cumulative numbers of arXiv papers that contain the key phrases “language...

Retrieval-Augmented Generation (RAG) vs LLM Fine-Tuning

Cobus Greyling

Introduction

These two approaches are often pitted against each other as to which one is the best.RAG is known for...

Meta Taxonomy Of Large Language Model Correction & Refinement

Cobus Greyling

Introduction

This study surfaces a very insightful and comprehensive taxonomy for improving LLM output. The taxonomy...

Considering Large Language Model Reasoning Step Length

Cobus Greyling

When using Chain of Thought, what is the optimal number of steps to use?

Chain Of Natural Language Inference (CoNLI)

Cobus Greyling

Hallucination is categorised into subcategories of Context-Free Hallucination, Ungrounded Hallucination &...

Small & Medium-Sized Enterprises Enter The Conversational AI Arena

Cobus Greyling

Introduction

Considering digital innovation, small and medium-sized enterprises (SMEs) should be increasingly embracing...

Large Language Model Hallucination Mitigation Techniques

Cobus Greyling

This recently released study is a comprehensive survey of 32+ mitigation techniques to address hallucination.

...

Validating Low-Confidence LLM Generation

Cobus Greyling

The basic approach has a hallucination detection phase and a mitigation phase.

Source

Kore.ai Technical Blog

Understanding LLM User Experience & Expectation

Introduction

Visualise & Discover RAG Data

RAGxplorer is a web-based GUI for importing, chunking, mapping & exploring semantic similarity.

Large Language Model (LLM) SWOT Analysis

Introduction

Retrieval-Augmented Generation (RAG) vs LLM Fine-Tuning

Introduction

Meta Taxonomy Of Large Language Model Correction & Refinement

Introduction

Considering Large Language Model Reasoning Step Length

When using Chain of Thought, what is the optimal number of steps to use?

Chain Of Natural Language Inference (CoNLI)

Hallucination is categorised into subcategories of Context-Free Hallucination, Ungrounded Hallucination &...

Small & Medium-Sized Enterprises Enter The Conversational AI Arena

Introduction

Large Language Model Hallucination Mitigation Techniques

This recently released study is a comprehensive survey of 32+ mitigation techniques to address hallucination.

...

Validating Low-Confidence LLM Generation

Leave Comment

Products

XO Capabilities

Solutions

Industries

Developers

RESOURCES

Support

Let’s work together