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SwarmAgentic: Automated Agentic System Generation by ashish.marbade143 is a document available to read on EtoBox.

What is SwarmAgentic: Automated Agentic System Generation about?

SwarmAgentic is a proposed framework for fully automated generation of agentic systems, addressing the limitations of existing frameworks that lack autonomy in agent creation, optimization, and collaboration. It utilizes a population-based optimization approach inspired by Particle Swarm Optimization to evolve agentic systems from scratch, achieving significant performance improvements in complex tasks without human intervention. The framework demonstrates superior capabilities in high-level planning and co

Author

ashish.marbade143

Language

EN