MMR (Multi-Modal RAG) is an out-of-the-box framework that combines multiple open-source projects to enable multi-modal retrieval. It focuses on embedding rich-text content like images and tables from PDFs using multi-modal models, allowing efficient retrieval and interaction with such data.