Biomni Biomedical AI

关于

Developed by Stanford's SNAP lab, Biomni is an autonomous agent framework designed to navigate the complexities of biomedical research. It handles intricate multi-step tasks such as CRISPR screen design, single-cell RNA-seq analysis, and ADMET prediction by synthesizing knowledge from a vast 11GB integrated database. Whether you are identifying causal genes in GWAS results or optimizing laboratory protocols, Biomni provides a unified interface for reasoning, code execution, and data-driven discovery across the life sciences.

主要功能

• Integrated access to 11GB of biomedical databases and literature
• Automated evaluation framework for benchmarking biomedical research tasks
• Multi-step biological reasoning and autonomous task planning
• 2,066 GitHub stars
• Dynamic analysis pipeline creation through code generation and execution
• Cross-domain expertise in genomics, proteomics, and drug discovery

使用场景

• Predicting ADMET properties and identifying target compounds for drug discovery
• Designing CRISPR screens and prioritizing genes based on essentiality and pathway relevance
• Conducting single-cell RNA-seq analysis including cell type annotation and trajectory analysis