Wrap-up

Multi-Agent Systems with LangGraph

James Chapman

Curriculum Manager, DataCamp

LLM-only graph

A graph consisting of a single LLM.

Linear agent

A graph consisting of an LLM and a set of tools in a linear workflow.

Conditional edges

A graph consisting of a conditional workflow where the LLM can "choose" to call tools.

Swarm multi-agent

A network multi-agent architecture where agents have specialized tasks and can exchange messages.

Supervisor multi-agent

A supervisor multi-agent architecture where worker agents are managed by a supervisor agent, which can delegate tasks depending on their capabilities.

Let's practice!

Multi-Agent Systems with LangGraph