Comprehensive coverage of text deep processing, agent task collaboration, and multimodal image perception. Provides one-stop intelligent support for outpatient and inpatient workflows.

Deeply integrates clinical reasoning chains with native task planning and tool calling, evolving from passive Q&A to active task decomposition and execution across the full clinical workflow.

Capable of understanding both medical images (X-ray, CT, MRI) and clinical texts simultaneously, performing cross-modal semantic alignment and joint reasoning.

Comprehensive medical knowledge with reliable hallucination control via incremental training, Graph-RAG knowledge injection, and Agentic-RL training. Industry-leading entity recognition and relation extraction.