CellAgent: LLM-Driven Multi-Agent Framework for Natural Language-Based Single-Cell Analysis
Yihang Xiao, Jinyi Liu, Yan Zheng, Shaoqing Jiao, Jianye Hao, Xiaohan Xie, Mingzhi Li, Ruitao Wang, Fei Ni, Yuxiao Li, Zhen Wang, Xuequn Shang, Zhijie Bao, Changxiao Yang, Jiajie Peng
CellAgent uses an LLM-driven multi-agent framework to automate scRNA-seq and spatial transcriptomics analysis through natural language interactions, achieving 60% efficiency improvement over manual methods.
bioRxiv · May 13, 2024 · PreprintBioinformatics