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Clarify educational goal in README
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‎README.md‎

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![Swarm Logo](assets/logo.png)
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# Swarm (experimental sample)
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# Swarm (experimental, educational)
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An ergonomic, lightweight multi-agent orchestration framework.
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An educational framework exploring ergonomic, lightweight multi-agent orchestration.
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> [!WARNING]
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> Swarm is currently an experimental sample framework intended to explore ergonomic interfaces for multi-agent systems. It is not intended to be used in production, and therefore has no official support. (This also means we will not be reviewing PRs or issues!)
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## Why Swarm
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Swarm is lightweight, scalable, and highly customizable by design. It is best suited for situations dealing with a large number of independent capabilities and instructions that are difficult to encode into a single prompt.
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Swarm explores patterns that are lightweight, scalable, and highly customizable by design. Approaches similar to Swarm are best suited for situations dealing with a large number of independent capabilities and instructions that are difficult to encode into a single prompt.
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The Assistants API is a great option for developers looking for fully-hosted threads and built in memory management and retrieval. However, Swarm is optimal for developers who want full transparency and fine-grained control over context, steps, and tool calls. Swarm runs (almost) entirely on the client and, much like the Chat Completions API, does not store state between calls.
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The Assistants API is a great option for developers looking for fully-hosted threads and built in memory management and retrieval. However, Swarm is an educational resource for developers curious to learn about multi-agent orchestration. Swarm runs (almost) entirely on the client and, much like the Chat Completions API, does not store state between calls.
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# Examples
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