declare-lab/delta-Mem

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

Metis is the memory foundation model series developed by Metis Group, MemTensor.

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

Plug-and-play memory for LLMs in 3 lines of code. Add persistent, intelligent, human-like memory and recall to any model in minutes.

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

A-MEM: Agentic Memory for LLM Agents

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。