Utilizing LLamaIndex Workflow to Implement an Agent Handoff Function Like OpenAI Swarm | by Peng Qian | Feb, 2025

Instance: a customer support chatbot venture

Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm.
Utilizing LLamaIndex Workflow to Implement an Agent Handoff Function Like OpenAI Swarm. Picture by DALL-E-3

Blissful Lunar New 12 months, my buddies!

Within the final article, I launched the Workflow framework of LlamaIndex.

Right now, I’ll present you find out how to use LlamaIndex Workflow to implement a multi-agent orchestration characteristic much like OpenAI Swarm, utilizing a customer support chatbot venture for example.

Bear in mind the Swarm framework launched by OpenAI not way back? Its greatest characteristic is brokers and handoffs.

The brokers are easy: they use a set of particular instructions and instruments to get duties carried out. It’s like placing a LLM perform name right into a neat bundle.

And handoffs are completely different. They permit an agent to cross the work to a different agent seamlessly based mostly on the context of the present dialog, making brokers work collectively with none hiccups.

Why that is vital