Cameron Vetter

Camp Counselor

AutoGen: Empowering Next-Gen Multi-Agent LLM Apps

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Tuesday, July 30, 2024 - 9:00 PM UTC, for 1 hour.

Regular, 60 minute presentation

Room: African 40

AI
LLM
AutoGen
Design Patterns
Python

Want to see two AI's play a game with each other? Or find out why it takes a team of AI to make a unicorn? Or see what seven AI's working together can accomplish? The future of AI applications lies in Multi-Agent LLM applications, and AutoGen is at the forefront of simplifying their implementation. I will introduce the concept of Multi-Agent LLM applications and talk about the design patterns. We will discuss why a Multi-Agent LLM is much more powerful than the single agent LLM's being created today. In this hands-on session, we will showcase the power of the Multi-Agent Conversation design pattern using OpenAI Models and the AutoGen framework. Through a live demonstration, we will illustrate how a team of three member agents and one manager agent collaboratively engage in a group conversation to efficiently solve a complex user task. Join us to learn about the next generation of AI applications, the patterns we will use to build them and see a live demonstration of them in action!

Prerequisites

Python experience will be helpful to understand the examples. A basic understanding of LLM will also be helpful.

Take Aways

  • Large Language Models are great, but a group of them working together is even greater!
  • Learn about the wisdom of the crowd, but the group is a group of LLM's
  • Design pattern for LLM development of Next Generation Apps and a framework to make it easy
favorited by:
Brett Christiansen Kyle Schroeder Christopher Ebbert Jesse Dahir-Kanehl Dave Boulineau Benjamin Sibley Steve Riebe Jennifer Reif Dave Smith Ken Samson Lance Larsen Drew Nys Jason Cairol Shaq Mughal Joel Keyser Spenser Austin Josh Rice Brett Allenstein Tristan Dalgety Matt Frye Ross Larson Dustin Ewers Craig Jeffords Keith Resar Cameron Vetter Jason Von Ruden Andy Bottom Adam Kerr Adam Tegen Timothy Dooley Nick Heidke