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Use of arbitrary callables as social algorithms to define agent interaction sequences.
Distinct from Agentic Interaction Patterns: Distinct from Agentic Interaction Patterns: allows the implementation of arbitrary logic (callables) to dictate communication flow.
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Swarms is a multi-agent orchestration framework and autonomous agent toolkit designed to coordinate large language model agents. It serves as a workflow engine for managing agent relationships, providing the infrastructure to build autonomous agents with integrated memory, tool-calling capabilities, and reasoning loops. The framework is distinguished by its multi-agent consensus systems, which utilize voting, adversarial debates, and judge agents to synthesize high-quality responses. It supports a variety of collaboration patterns, including director-worker hierarchies, expert synthesis, and
Enables the use of arbitrary callables as social algorithms to dictate how agents communicate and sequence interactions.