SodaMem: Evidence-Grounded Temporal Graph Memory for LLM Agents

Fengrong Wan, Chengcan Wu, Ningtao Lyu

Large language model (LLM) agents that assist users over weeks of conversation must remember what is currently true, not merely what was once said. Flat RAG diaries and Markdown lo…