GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration

GraphTeam is making waves in the field of graph analysis by introducing a multi-agent collaboration approach that leverages large language models (LLMs). This innovative method addresses the limitations of existing techniques that either restrict transferability or underperform in reasoning tasks. By combining the strengths of LLMs with graph neural networks, GraphTeam aims to enhance the analysis of relational data in various real-world applications, from social networks to urban computing. This advancement is significant as it opens new avenues for more effective data modeling and analysis.