Ecosystem overview for everything related to multi-modal-rag.
RAG-Anything is an all-in-one multimodal RAG framework developed by HKUDS, built upon LightRAG. It addresses the limitations of traditional RAG systems in processing diverse content like text, images, tables, and equations. This comprehensive system offers end-to-end multimodal document processing, enabling seamless retrieval and querying across all content modalities through intelligent parsing, multimodal content understanding, and knowledge graph construction, eliminating the need for multiple specialized tools, including VLM-Enhanced Query capabilities.