MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems

MASLab is a newly released unified codebase designed for LLM-based multi-agent systems, integrating over 20 established methods across various domains with validated outputs against official implementations. It offers a standardized environment for benchmarking, facilitating fair comparisons and lowering entry barriers for researchers by providing a streamlined structure for understanding and extending methods. This initiative is significant for practitioners as it consolidates resources and encourages collaboration, ultimately enhancing the development and evaluation of multi-agent systems in practical applications.