TxAgent: AI Agent Revolutionizing Personalized Drug Treatment with 92.1% Accuracy

TxAgent, an AI agent leveraging multi-step reasoning and real-time biomedical knowledge retrieval, revolutionizes personalized drug treatment with 92.1% accuracy, outperforming leading models and ensuring treatment recommendations align with clinical guidelines to reduce adverse events.

• TxAgent is an AI agent that leverages multi-step reasoning and real-time biomedical knowledge retrieval across 211 tools to analyze drug interactions, contraindications, and personalized treatment strategies.
• TxAgent outperforms leading LLMs, tool-use models, and reasoning agents across five new benchmarks, achieving 92.1% accuracy in open-ended drug reasoning tasks and surpassing GPT-4o by up to 25.8%.
• By integrating multi-step inference, real-time knowledge grounding, and tool-assisted decision-making, TxAgent ensures treatment recommendations align with clinical guidelines and real-world evidence, reducing the risk of adverse events and improving therapeutic decision-making.