MemoRAG: Memory-Inspired Knowledge Discovery for RAG

MemoRAG is an innovative RAG framework built on top of a highly efficient, super-long memory model. Unlike standard RAG, which primarily handles queries with explicit information needs, MemoRAG leverages its memory model to achieve a global understanding of the entire database. By recalling query-specific clues from memory, MemoRAG enhances evidence retrieval, resulting in more accurate and contextually rich response generation.​ MemoRAG Demo We will provide a toy demo to demonstrate MemoRAG, you can try with the following scripts: