11/14/2024 - 09:00

GenAI and LLMs in exiting web-apps — automate everything?

Join this ses­sion to dis­cov­er how to seam­less­ly inte­grate gen­er­a­tive AI and Large Lan­guage Mod­els (LLMs) into your exist­ing web appli­ca­tions. Max Marschall will demon­strate tech­niques such as tool-call­ing and client-sided agents, pro­vid­ing users with new oppor­tu­ni­ties and tools with­in their famil­iar workflows.

The ses­sion will dis­cuss an archi­tec­ture required to incor­po­rate gen­er­a­tive AI into web appli­ca­tions, with­out requir­ing major changes. You’ll learn best prac­tices for achiev­ing a seam­less inte­gra­tion, as well as valu­able lessons from real-world implementations.

Max Marschall also explore the bal­ance between client-side exe­cu­tion and serv­er-side cal­cu­la­tions, dis­cussing var­i­ous approach­es and their pros and cons. By the end of the ses­sion, you’ll gain a deep­er under­stand­ing of the tech­ni­cal con­sid­er­a­tions nec­es­sary for suc­cess­ful imple­men­ta­tion of AI and LLMs into your own web applications.

Learning objectives

  • Use-Cases integrating GenAI
  • Pitfalls & Best-Practices
  • How to integrate GenAI
  • UI / UX benefits and drawbacks

Level

Basic

Prior knowledge

Web Development Basics. Basic generative AI knowledge - e.g.: What is a prompt?
Max Marschall is a developer with a passion for 3D, Generative AI, the web and everything in between. Since my time as a student tutor for Computer Engineering Fundamentals and 3D Game Development, I love to share my experience and passion with others. You can reach me here max.marschall@thinktecture.com or as @MaxOSchulte on X.