Bai, Z. 2026. Research on Multimodal AGI Empowering the Development of LLM-based Multi-Agent System. International Journal of Computer Science and Information Technology. 8, 5 (Jun. 2026), 58–64. DOI:https://doi.org/10.62051/ijcsit.v8n5.06.