MemGPT: Towards LLMs as Operating Systems

12 October 2023

Papers citing "MemGPT: Towards LLMs as Operating Systems"

50 / 88 papers shown

Title
Architectural Precedents for General Agents using Large Language Models R. Wray James R. Kirk John E. Laird LLMAG AI4TS AI4CE 14 0 0 11 May 2025
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory Prateek Chhikara Dev Khant Saket Aryan Taranjeet Singh Deshraj Yadav LLMAG RALM 55 0 0 28 Apr 2025
From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs Yaxiong Wu Sheng Liang Chen Zhang Y. Wang Y. Zhang Huifeng Guo Ruiming Tang Y. Liu KELM 36 0 0 22 Apr 2025
Sleep-time Compute: Beyond Inference Scaling at Test-time Kevin Lin Charlie Snell Y. Wang Charles Packer Sarah Wooders Ion Stoica Joseph E. Gonzalez 32 1 0 17 Apr 2025
Building LLM Agents by Incorporating Insights from Computer Systems Yapeng Mi Zhi Gao Xiaojian Ma Qing Li LLMAG 36 0 0 06 Apr 2025
IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval Bangwei Liu Yicheng Bao Shaohui Lin Xuhong Wang Xin Tan Y. Wang Yuan Xie Chaochao Lu 57 0 0 01 Apr 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents Rana Salama Jason (Jinglun) Cai Michelle Yuan Anna Currey Monica Sunkara Yi Zhang Yassine Benajiba LLMAG RALM 79 1 0 27 Mar 2025
The Art of Tool Interface Design Yunnan Wu Paul Chen Deshank Baranwal Jinlong Zhou Jian Yuan LLMAG LRM 60 0 0 26 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 93 5 0 20 Mar 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 122 5 0 17 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 48 3 0 12 Mar 2025
EFPC: Towards Efficient and Flexible Prompt Compression Yun-Hao Cao Yangsong Wang Shuzheng Hao Zhenxing Li Chengjun Zhan Sichao Liu Yi-Qi Hu 53 0 0 11 Mar 2025
Hierarchical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM Yongqiang Yao Jingru Tan Kaihuan Liang Feizhao Zhang Yazhe Niu Jiahao Hu Ruihao Gong Dahua Lin Ningyi Xu 57 0 0 10 Mar 2025
LongAttn: Selecting Long-context Training Data via Token-level Attention Longyun Wu Dawei Zhu Guangxiang Zhao Zhuocheng Yu Junfeng Ran Xiangyu Wong Lin Sun Sujian Li 36 0 0 24 Feb 2025
Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models A. Narayan D. Biderman Sabri Eyuboglu Avner May Scott W. Linderman James Zou Christopher Ré 46 0 0 21 Feb 2025
DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens Shaoshen Chen Yangning Li Zishan Xu Yinghui Li Xin Su Zifei Shan Hai-Tao Zheng 46 0 0 17 Feb 2025
A-MEM: Agentic Memory for LLM Agents Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 90 14 0 17 Feb 2025
Mind the Confidence Gap: Overconfidence, Calibration, and Distractor Effects in Large Language Models Prateek Chhikara 34 1 0 16 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Junfeng Fang K. Wang Lei Bai X. Wang 88 3 0 06 Feb 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues Yubin Ge Salvatore Romeo Jason (Jinglun) Cai Raphael Shu Monica Sunkara Yassine Benajiba Yi Zhang LLMAG 76 1 0 03 Feb 2025
From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap Gopi Krishnan Rajbahadur G. Oliva Dayi Lin Ahmed E. Hassan 39 0 0 28 Jan 2025
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval Libo Wang 52 0 0 24 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 55 1 0 20 Jan 2025
On the Structural Memory of LLM Agents Ruihong Zeng Jinyuan Fang Siwei Liu Zaiqiao Meng LLMAG KELM 78 3 0 17 Dec 2024
Agent Centric Operating System -- a Comprehensive Review and Outlook for Operating System Shian Jia Xinbo Wang Mingli Song Gang Chen 62 0 0 15 Nov 2024
Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Le Huang Hengzhi Lan Zijun Sun Chuan Shi Ting Bai 59 0 0 30 Oct 2024
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models Yabin Zhang L. Zhang VLM OODD 23 2 0 26 Oct 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks Miao Yu Shilong Wang Guibin Zhang Junyuan Mao Chenlong Yin Qijiong Liu Qingsong Wen Kun Wang Yang Wang 29 5 0 21 Oct 2024
Harmony: A Home Agent for Responsive Management and Action Optimization with a Locally Deployed Large Language Model Ziqi Yin Mingxin Zhang Daisuke Kawahara 21 0 0 18 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 30 4 0 17 Oct 2024
HEnRY: A Multi-Agent System Framework for Multi-Domain Contexts Emmanuele Lacavalla Shuyi Yang Riccardo Crupi Joseph E. Gonzalez LLMAG 34 0 0 16 Oct 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 45 1 0 09 Oct 2024
Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models David Castillo-Bolado Joseph Davidson Finlay Gray Marek Rosa 24 2 0 30 Sep 2024
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants Zeyu Zhang Quanyu Dai Luyu Chen Zeren Jiang Rui Li Jieming Zhu Xu Chen Yi Xie Zhenhua Dong Ji-Rong Wen LLMAG 23 4 0 30 Sep 2024
ELMS: Elasticized Large Language Models On Mobile Devices Wangsong Yin Rongjie Yi Daliang Xu Gang Huang Mengwei Xu Xuanzhe Liu 16 5 0 08 Sep 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 33 2 0 01 Sep 2024
A theory of understanding for artificial intelligence: composability, catalysts, and learning Zijian Zhang Sara Aronowitz Alán Aspuru-Guzik 19 0 0 16 Aug 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan C. Xue 3DV RALM 27 25 0 18 Jul 2024
Characterizing Prompt Compression Methods for Long Context Inference Siddharth Jha Lutfi Eren Erdogan Sehoon Kim Kurt Keutzer A. Gholami 16 5 0 11 Jul 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Mikhail Burtsev Evgeny Burnaev RALM LLMAG KELM 32 6 0 05 Jul 2024
MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices Jiayi Zhang Chuang Zhao Yihan Zhao Zhaoyang Yu Ming He Jianping Fan LLMAG 26 8 0 04 Jul 2024
Generative AI Systems: A Systems-based Perspective on Generative AI Jakub M. Tomczak 43 1 0 25 Jun 2024
Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving Ruoyu Qin Zheming Li Weiran He Mingxing Zhang Yongwei Wu Weimin Zheng Xinran Xu 40 51 0 24 Jun 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism Bo Wang Heyan Huang Yixin Cao Jiahao Ying Wei Tang Chong Feng KELM 29 0 0 19 Jun 2024
APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts Honghua Dong Qidong Su Yubo Gao Zhaoyu Li Yangjun Ruan Gennady Pekhimenko Chris J. Maddison Xujie Si LLMAG 26 1 0 19 Jun 2024
Large Language Models for Automatic Milestone Detection in Group Discussions Zhuoxu Duan Zhengye Yang Samuel Westby Christoph Riedl B. F. Welles Richard J. Radke 23 0 0 16 Jun 2024
Security of AI Agents Yifeng He Ethan Wang Yuyang Rong Zifei Cheng Hao Chen LLMAG 29 7 0 12 Jun 2024
LLM-dCache: Improving Tool-Augmented LLMs with GPT-Driven Localized Data Caching Simranjit Singh Michael Fore Andreas Karatzas Chaehong Lee Yanan Jian Longfei Shangguan Fuxun Yu Iraklis Anagnostopoulos Dimitrios Stamoulis RALM 19 2 0 10 Jun 2024
FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models Xihang Yue Linchao Zhu Yi Yang KELM 29 0 0 05 Jun 2024
AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning Minghao Chen Yihang Li Yanting Yang Shiyu Yu Binbin Lin Xiaofei He LLMAG 31 1 0 25 May 2024