Andreas Ramos | Professor of Digital Marketing | See andreas.com

Multi Agent Systems MAS for LLM AI

Multi Agent Systems MAS for LLM AI by Andreas Ramos

By Andreas Ramos. August, 2024.

Update Sept. 2025: I'm removing this book. This book was written in August 2024, but agentic AI has evolved so much that the book's idea and methods are no longer relevant. Look into how to build AI agents with Google Agent Developer Kit (ADK).

A short 12-page ebook on Multi Agent Systems MAS in LLM AI. This ebook explains MAS, how it works, and how to use it. MAS can be used for digital marketing and nearly every department and team in a company. My course on MAS at CSTU is based on this book.

Multi Agent Systems MAS for LLM AI by Andreas Ramos
Click to watch the YouTube video of my TEDx talk about Multi Agent Systems MAS. (11 minutes 51 seconds).

Get the MAS book:

  • Multi Agent Systems MAS book as free PDF. (Link removed.)
  • Multi Agent Systems MAS ebook from Amazon for your smart phone, tablet, etc. Also available for free at Kindle Unlimited. (Link removed.)
  • Read my previous book "how to create persona for LLM AI". (Link removed.)