This project builds a personal doctor agent combining multi-modal large language models with medical knowledge graphs and RAG systems. It integrates text and voice interaction modes for preliminary disease diagnosis, medical record analysis, and professional health Q&A. The agent leverages OpenAI-compatible APIs and can be extended to other professional domains by fine-tuning models and configuring domain-specific knowledge bases.