Alibaba's Tongyi Lab has released VimRAG, a multimodal RAG framework that uses a memory graph to efficiently navigate massive visual contexts. The system addresses critical limitations in how AI agents handle images and video during multi-step reasoning, offering a graph-based alternative to linear context history.






