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OpenAI Agents SDK

Lightweight Python SDK for multi-agent workflows (successor to Swarm).

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Oct 28, 2026
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openai.github.io

The OpenAI Agents SDK is a lightweight Python framework for building multi-agent workflows, the production successor to OpenAI's Swarm experiment.

What it is good for

  • Create agents with instructions and tools
  • Hand off tasks between agents
  • Add guardrails to check inputs and outputs
  • Trace runs to debug agent behaviour

Good to know

It's free and open source; you pay only for model usage.