Abstract: In the rapidly evolving landscape of AI, Large Language Models (LLMs) have outgrown their initial niche of powering chat bots. Today, we can use generative AI not only in enriching human-machine interactions but also in integrating sophisticated capabilities into business applications. This presentation will explore the nuanced process of customising LLMs for enterprise use, highlighting the importance of prompt engineering, in-context learning (ICL), and equipping the models with a diverse toolkit to ensure their responses are tuned to the application needs and to enable building reliable and responsible generative AI applications.

Abstract: Generative AI will open up many new opportunities to improve and evolve businesses and their processes. It will create new ways to interact with business applications, accelerate development, and accelerate the integration of smarter, more autonomous AI capabilities. To make this vision a reality, we have all embarked on an extensive learning journey. In this talk, I want to share some of our early learnings from infusing applications with LLM and give a glimpse of what we are working on.