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Updated 4 months ago

Is there a way to accomplish multi-agent orchestration inside llama-index

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The community member is asking if there is a way to accomplish what the new OpenAI Swarm multi-agent orchestration framework does within the llama-index library, and they mention that the most similar thing they found was Workflows. Another community member responds that it is indeed possible to use Workflows to achieve this, but it requires understanding what is happening under the hood to implement the multi-agent communication. They provide a link to an example of a multi-agent concierge system, although they note that it needs to be cleaned up a bit. They also provide a link to the full documentation on Workflows, which includes many examples.

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Is there a way to accomplish what the new OpenAI Swarm multi-agent orchestration framwork does inside of llama-index.
The most similiar thing that i found was Workflows?
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3 comments
It is 100% workflows

It kind of requires you to understand whats happening under the hood though, because you have to implement that workflow to do the multi-agent communication

We have an example of this here, although it needs to be cleaned up a bit probably
https://www.llamaindex.ai/blog/building-a-multi-agent-concierge-system
https://github.com/run-llama/multi-agent-concierge/

And full docs on workflows here, with many examples
https://docs.llamaindex.ai/en/stable/module_guides/workflow/#workflows
I will try that example and tell you how its going
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