TxAgent is a multi-purpose AI agent framework built for therapeutic and biomedical reasoning tasks. It leverages reasoning language models combined with a universe of scientific tools to enable autonomous agentic workflows in drug discovery and precision medicine. The system provides interfaces for integrating domain-specific tools and enables agents to plan, retrieve information, and generate insights across pharmaceutical and biomedical data sources.