All-in-One Text, Image, and Video! An Open-Source Framework for Multimodal Knowledge Bases (opens in new tab)

📌 One-Sentence Summary Tongyi Lab has open-sourced the VimRAG framework, which leverages Dynamic Acyclic Graphs (DAG) and Graph-Guided Policy Optimization to solve cross-modal retrieval and long-context reasoning challenges in mixed-media knowledge bases. 📝 Summary Tongyi Lab has officially open-sourced VimRAG, a unified RAG framework designed for mixed-media knowledge bases containing text, images, and video. Addressing the 'blind spots' and retrieval confusion common in traditional RAG when...