Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
☆555Jul 24, 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☆615Updated this week
- The official repo of TeleEgo - A Benchmark for Egocentric AI Assistants.☆63Jul 7, 2026Updated 2 weeks ago
- TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal v…☆474Jul 11, 2026Updated 2 weeks ago
- Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retriev…☆1,105Jul 14, 2026Updated last week
- The paper list of "Memory in the Age of AI Agents: A Survey"☆2,267Mar 4, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Awesome Papers related to Agent Memory: methods, benchmarks and surveys. Website: https://yyyujintang.github.io/Awesome-Agent-Memory-Pape…☆223Apr 25, 2026Updated 3 months ago
- The official implementation of the paper "Mem-α: Learning Memory Construction via Reinforcement Learning"☆218Dec 25, 2025Updated 7 months ago
- [TMLR 2025] Reading List of Memory Augmented Multimodal Research, including multimodal context modeling, memory in vision and robotics, a…☆70Jan 17, 2026Updated 6 months ago
- [ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation☆1,033Updated this week
- ☆47Apr 7, 2026Updated 3 months ago
- A survey of Graph-based Agent Memory | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based …☆325Jun 6, 2026Updated last month
- Mem-T: Densifying Rewards for Long-Horizon Memory Agents☆39Mar 22, 2026Updated 4 months ago
- ☆1,047Aug 13, 2024Updated last year
- MemVerse: Multimodal Memory for Lifelong Learning Agents☆153Mar 17, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers☆43Jun 29, 2026Updated 3 weeks ago
- Implementation of Evo-Memory style learning for LLM agents. Agents learn from outcomes, refine strategies, and get smarter with every tas…☆48Dec 3, 2025Updated 7 months ago
- Official repository for paper Auto-scaling Continuous Memory for GUI Agent☆29Feb 2, 2026Updated 5 months ago
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆1,085May 12, 2026Updated 2 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!☆85Jan 14, 2026Updated 6 months ago
- Survey and paper list on efficiency-guided LLM agents (memory, tool use, planning).☆288Jun 15, 2026Updated last month
- 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☆173Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.☆1,521Jul 7, 2026Updated 2 weeks ago
- ☆1,847Jun 18, 2026Updated last month
- HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.☆148Apr 30, 2026Updated 2 months ago
- [Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems☆2,375May 16, 2026Updated 2 months ago
- A paper list of Awesome Latent Space.☆949Jul 13, 2026Updated 2 weeks ago
- ☆25Jun 24, 2026Updated last month
- Official repository for "Survey on AI Memory: Theories, Taxonomies, Evaluations, and Emerging Trends".☆103Mar 30, 2026Updated 3 months ago
- This repository introduce a comprehensive paper list, datasets, methods and tools for memory research.☆356Dec 29, 2025Updated 6 months ago
- The code for NeurIPS 2025 paper "A-Mem: Agentic Memory for LLM Agents"☆929Mar 5, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe