Reinforcement Learning based Personalization of LLMs

Personalized Gen AI

Introduction

ChatGPT [1], or the underlying Large Language Models (LLMs) today, are able to generate contextualized text/image responses given a prompt. Prompt Engineering refers to adapting the user query, providing the right enterprise context and guidance to the NLU and NLG engines — to maximize the chances of getting the ‘right’ response. The prompts can be relatively long, so it is possible to embed some enterprise context as part of the prompt.