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This page summarizes questions we were asked on Discord, Hacker News, and Reddit. Feel free to post a question to Discord or open a discussion on our Github Page or hit us up directly: kye@apac.ai.

1. How is Swarms different from LangChain?

Swarms is an open source alternative to LangChain and differs in its approach to creating LLM pipelines and DAGs. In addition to agents, it uses more general-purpose DAGs and pipelines. A close proxy might be Airflow for LLMs. Swarms still implements chain of thought logic for prompt tasks that use "tools" but it also supports any type of input / output (images, audio, etc.).