SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory

Juntong Wang, Haoyue Zhao, guanghui Pan +4

Long-term memory is becoming a central bottleneck for language agents. Exsting RAG and GraphRAG systems largely treat memory graphs as static retrieval middleware, which limits the…