MemoRAG
A memory-based RAG framework for general-purpose applications
CommonProductProgrammingNatural Language ProcessingMachine Learning
MemoRAG is a memory-based RAG framework that supports a variety of applications through an efficient ultra-long memory model. Unlike traditional RAG, MemoRAG utilizes its memory model to achieve a global understanding of the entire dataset, enhancing evidence retrieval by recalling specific cues from memory, thereby generating more accurate and context-rich responses. The development of MemoRAG is active, with resources and prototypes constantly being released in this repository.
MemoRAG Visit Over Time
Monthly Visits
488643166
Bounce Rate
37.28%
Page per Visit
5.7
Visit Duration
00:06:37