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Ai Doctor is an intelligent medical Q&A system designed to provide accurate and professional responses by combining the generative capabilities of large language models with specialized medical knowledge bases. It allows users to upload and manage various document types, including PDFs and DOCX files, as well as images, enabling context-aware question answering. The system also features tool-calling capabilities, specifically integrating MCP for web content scraping to analyze and summarize medical articles directly from URLs, offering a comprehensive solution for accessing and understanding medical information.