Multi-agent frameworks

Multi-Agent Systems with LangGraph

James Chapman

Curriculum Manager, DataCamp

Example: website creator system

agent_website.png

agent_website_flow.png

Multi-Agent Systems with LangGraph

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1 Credit: LangGraph
Multi-Agent Systems with LangGraph

Swarm multi-agents

swarm1.jpg

Multi-Agent Systems with LangGraph

Swarm multi-agents

swarm2.jpg

Multi-Agent Systems with LangGraph

Swarm multi-agents

swarm3.jpg

Multi-Agent Systems with LangGraph

Swarm multi-agents

swarm4.jpg

Multi-Agent Systems with LangGraph

Swarm multi-agents

swarm5.jpg

Multi-Agent Systems with LangGraph

Swarm multi-agents

swarm6.jpg

Multi-Agent Systems with LangGraph

Swarm multi-agents

 

A network multi-agent graph.

 

Challenges

 

  1. Agent collaboration
  2. Choosing a starter agent

 

  • Solution → a supervisor!
Multi-Agent Systems with LangGraph

Supervisor multi-agents

A supervisor managing and delegating tasks to worker agents.

Multi-Agent Systems with LangGraph

Example: website creator system

A supervisor acting as a product manager with marketing and developer worker agents.

Multi-Agent Systems with LangGraph

Let's practice!

Multi-Agent Systems with LangGraph

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