LightMem and Awesome-Agent-Memory
About LightMem
zjunlp/LightMem
[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation
This is a lightweight and efficient memory management framework for Large Language Models (LLMs) and AI Agents. It helps these AI systems remember and use information over long interactions, overcoming the limitations of short-term memory. Developers building intelligent applications can use this to give their AI systems long-term memory capabilities.
About Awesome-Agent-Memory
TeleAI-UAGI/Awesome-Agent-Memory
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
This project offers a comprehensive collection of resources on memory mechanisms for large language models (LLMs) and multimodal language models (MLLMs). It helps AI developers and researchers understand and implement solutions for long-term context, efficient retrieval, and robust reasoning in AI agents. You can explore systems, benchmarks, and academic papers to find effective approaches for improving AI memory.
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