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Research

Research Papers

Published research papers and academic publications from the Swarms Research Department.

GraphWorkflow: A Low-Overhead Compile-Once Graph Execution Engine for Multi-Agent Systems

ModelGrid: A Quantitative Framework for Dynamic Memory Allocation in Multi-Model Deployment

Agent Orchestration Protocol (AOP): A Distributed Framework for Large-Scale Multi-Agent Collaboration

SenatorAssembly: A Multi-Agent Simulation Framework for Modeling US Senate Deliberative Processes

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