Generative AI Series

Multi-Agent System — Crew.AI

Multi-Agent systems are LLM applications that are changing the automation landscape with intelligent bots.

A B Vijay Kumar
7 min readApr 18, 2024

--

This blog is an ongoing series on Generative AI and introduction to multi-agent architecture and frameworks such as Autogen, Crew.ai, that help build intelligent bots, that implement multi-agent architectures. In this blog, we will explore crew.ai

Multi Agent System

In the context of language models and AI, a multi-agent system involves multiple independent actors, each powered by language models, collaborating in a specific way. I did a blog on Multi-Agent Systems, and general architecture. Please read the following blog, before you proceed.

In this blog, we will dig deeper on crew.ai, one of the emerging frameworks for building multi-agent application. Crew.ai provides a framework for building agents to work together seamlessly, tackling complex tasks with a level of sophistication that mirrors the dynamics of a well-oiled team. Crew.AI is designed to enable AI agents to assume roles, share goals, and operate in a cohesive unit.

Architecture

--

--

A B Vijay Kumar

IBM Fellow, Master Inventor, Mobile, RPi & Cloud Architect & Full-Stack Programmer