Challenges In Adopting Retrieval-Augmented Generation Solutions

Introduction

RAG (Retrieval-Augmented Generation) has gained significant popularity in developing Generative AI...

Please Stop Saying Long Context Windows Will Replace RAG

Introduction

Long Context Windows are not replacing RAG, and I say this for a number of reasons.

1. Large or Long...

Three Considerations For Private Open-Source LLM Instances

Using commercial LLM APIs for production applications pose clear & well researched risks. Consequently, enterprises are...

A Short History Of Chatbots

The evolution of chatbot technology has been remarkable, progressing from rudimentary systems dependent on rules to...

Data Design For Fine-Tuning To Improve Small Language Model Behaviour

Teaching Small Language Models to Self-Correct & Reason by using creative data formats for fine-tuning data. Via Prompt...

The Large Language Model Landscape — Version 5

In the recent past I have been observing and describing current LLM-related technologies and trends. In this article...

GALE Is A Next-Gen Generative AI Productivity Suite

The GALE platform is the Swiss Army knife for enterprise AI. Capable of automating mid-office & back-office tasks with...

Rapid Development Of Intelligent Generative AI APIs

There are instances where merely exposing an API to an LLM does not suffice, and some intelligence needs to be added to...

No-Code Deployment & Orchestration Of Open-Sourced Foundation Models

These models are automatically exposed via an API, or can be incorporated and orchestrated in a RPA flow.

The Case For An AI Productivity Suite

An AI productivity suite combines all the elements required to move from data discovery, data design, to model...