Best Multi-Agent Systems Software

ChatDev is a virtual software company framework where multiple LLM-powered agents with specialized roles collaborate to develop software through natural language communication.

MetaGPT is a Python-based multi-agent framework that simulates software company operations by assigning roles to GPT models for collaborative task execution.

AutoGen is a Microsoft open-source framework for building multi-agent AI applications that can act autonomously or collaborate with humans to solve complex tasks.

CAMEL is an open-source community and multi-agent framework for finding the scaling laws of agents for data generation, world simulation, and task automation.