About
TxAgent is an AI agent for therapeutic reasoning that leverages multi-step reasoning and real-time biomedical knowledge retrieval across a toolbox of 211 tools to analyze drug interactions, contraindications, and patient-specific treatment strategies. It evaluates how drugs interact at molecular, pharmacokinetic, and clinical levels, identifies contraindications based on patient comorbidities and concurrent medications, and tailors treatment strategies to individual patient characteristics including age, genetic factors, and disease progression. The ToolUniverse consolidates 211 tools from trusted sources including all US FDA-approved drugs since 1939 and validated clinical insights from Open Targets.
Tech Stack
PythonPyTorchLlama 3.1Qwen2HuggingFace TransformersGradio
Research Paper
View PaperQuick Start
pip install txagent tooluniverse && python run_example.py