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cs.AI2026
Hippocampus: An Efficient and Scalable Memory Module for Agentic AI
Yi Li, Lianjie Cao, Faraz Ahmed +2
Agentic AI require persistent memory to store user-specific histories beyond the limited context window of LLMs. Existing memory systems use dense vector databases or knowledge-gra…
cs.AI2026
MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents
Dongming Jiang, Yi Li, Guanpeng Li +1
Memory-Augmented Generation (MAG) extends Large Language Models with external memory to support long-context reasoning, but existing approaches largely rely on semantic similarity…