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Swarms

Orchestration for large numbers of agents, aimed at enterprise workloads.

Multi agent

Orchestration for large numbers of agents, aimed at enterprise workloads. Built by Swarms.

Others in multi agent

Common questions

Is Swarms free to use?

Swarms is open source and free to run yourself. You still pay whichever model provider you point it at, and this tutorial is free with no signup.

Do I need to know Python to use Swarms?

Basic Python is enough. Functions, dictionaries and imports cover most of what Swarms asks of you.

When should I not use Swarms?

When something else in multi agent fits the job better. The others in that group are listed below.

Lessons for Swarms are being written. Meanwhile the APIs for AI tutorial covers the same ground: state, tools, loops, memory and human approval. Most of it carries straight over.

Start the APIs for AI tutorial →