Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
☆582Aug 14, 2026Updated this week
Alternatives and similar repositories for Awesome-Agent-Memory
Users that are interested in Awesome-Agent-Memory are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Collection of Papers about Memory for Language Agents☆635Jul 23, 2026Updated 3 weeks ago
- The official repo of TeleEgo - A Benchmark for Egocentric AI Assistants.☆64Updated this week
- TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal v…☆483Updated this week
- Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retriev…☆1,158Jul 14, 2026Updated last month
- The paper list of "Memory in the Age of AI Agents: A Survey"☆2,314Mar 4, 2026Updated 5 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Awesome Papers related to Agent Memory: methods, benchmarks and surveys. Website: https://yyyujintang.github.io/Awesome-Agent-Memory-Pape…☆225Apr 25, 2026Updated 3 months ago
- The official implementation of the paper "Mem-α: Learning Memory Construction via Reinforcement Learning"☆222Dec 25, 2025Updated 7 months ago
- [TMLR 2025] Reading List of Memory Augmented Multimodal Research, including multimodal context modeling, memory in vision and robotics, a…☆71Jan 17, 2026Updated 6 months ago
- [ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation☆1,085Aug 6, 2026Updated last week
- ☆47Apr 7, 2026Updated 4 months ago
- A survey of Graph-based Agent Memory | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based …☆335Jun 6, 2026Updated 2 months ago
- Mem-T: Densifying Rewards for Long-Horizon Memory Agents☆39Mar 22, 2026Updated 4 months ago
- ☆1,100Aug 13, 2024Updated 2 years ago
- MemVerse: Multimodal Memory for Lifelong Learning Agents☆154Mar 17, 2026Updated 4 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers☆46Updated this week
- Implementation of Evo-Memory style learning for LLM agents. Agents learn from outcomes, refine strategies, and get smarter with every tas…☆48Dec 3, 2025Updated 8 months ago
- Official repository for paper Auto-scaling Continuous Memory for GUI Agent☆30Feb 2, 2026Updated 6 months ago
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆1,093May 12, 2026Updated 3 months ago
- This is the official code repository for the paper: Towards General Continuous Memory for Vision-Language Models.☆31Jul 3, 2025Updated last year
- Executive Memory for Coherent Long-Horizon Reasoning!☆86Jan 14, 2026Updated 7 months ago
- Survey and paper list on efficiency-guided LLM agents (memory, tool use, planning).☆296Aug 9, 2026Updated last week
- The data and code of the paper "Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction" (AAA…☆32Nov 26, 2025Updated 8 months ago
- [Up-To-Date] [TMLR 2026] Awesome Agent Memory Paper Resource☆201Jul 23, 2026Updated 3 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.☆1,555Jul 7, 2026Updated last month
- ☆1,866Jun 18, 2026Updated last month
- HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.☆152Apr 30, 2026Updated 3 months ago
- [Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems☆2,442May 16, 2026Updated 3 months ago
- A paper list of Awesome Latent Space.☆956Jul 13, 2026Updated last month
- ☆27Aug 6, 2026Updated last week
- Official repository for "Survey on AI Memory: Theories, Taxonomies, Evaluations, and Emerging Trends".☆103Mar 30, 2026Updated 4 months ago
- This repository introduce a comprehensive paper list, datasets, methods and tools for memory research.☆357Dec 29, 2025Updated 7 months ago
- The code for NeurIPS 2025 paper "A-Mem: Agentic Memory for LLM Agents"☆942Mar 5, 2026Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe☆930Jun 29, 2026Updated last month
- This codebase is to reproduce the results of the paper "Grounded Test-Time Adaptation for LLM Agents".☆18Mar 4, 2026Updated 5 months ago
- Code for MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems☆89Jun 27, 2026Updated last month
- 🚀 A curated list of awesome resources focusing on Context Compression techniques for Large Language Models(LLMs).☆78Jan 17, 2026Updated 6 months ago
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆409Jun 10, 2026Updated 2 months ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆22,970Updated this week
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆2,163Updated this week