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OpenAI Swarm

OpenAI Swarm AI Agent
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Overview

Open‑source experimental SDK for lightweight multi‑agent orchestration via instructions and handoffs.

Swarm is an educational framework for exploring agents, function tools and handoffs. Developers define agent instructions and functions that can transfer control to another agent; the application supplies state and orchestration around a run.

OpenAI has replaced Swarm with the Agents SDK and recommends that successor for production use. Swarm’s accessible code remains a learning resource, not a claim to the successor’s supported capabilities.

Autonomy level

77/100

Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.

Reasoning: Swarm can run model/tool interactions and transfer control between developer-defined agents. People supply instructions, functions, permissions and surrounding application state and review outcomes. This preserves the historical configured orchestration scope; the official production migration path is the separate Agents SDK.

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Some of the use cases of OpenAI Swarm:

  • Learning and experimenting with multi‑agent coordination patterns.
  • Implementing lightweight, function‑based agent handoffs in Python.
  • Building custom agent workflows without persistent state.
  • Teaching and prototyping agent orchestration paradigms.

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Popularity level: 37%

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