MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Overview

The research paper introduces MetaGPT, a framework that uses large language models (LLMs) to create software by simulating a team of agents, each with a specific role, like a "Product Manager" or "Engineer".

The framework uses Standardized Operating Procedures (SOPs) to guide the agents' actions, which are modelled after human workflows.

This results in a more organized and efficient system for generating code compared to other multi-agent frameworks.

MetaGPT's performance is evaluated using benchmark datasets and compared to existing systems, demonstrating its effectiveness in creating functioning software.