Awesome-Agent-Memory - AI Agents | SkillsLLM

Awesome-Agent-Memory

Name: Awesome-Agent-Memory
Author: TeleAI-UAGI

by TeleAI-UAGI

Pending

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

334stars

18forks

Added 12/27/2025

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AI Agentsagent-memoryai-agentai-agent-memoryawesome-agent-memoryllm-memory

Installation

# Add to your Claude Code skills
git clone https://github.com/TeleAI-UAGI/Awesome-Agent-Memory

README.md

📰 [AI Godfather (2026-04-08)] MemPalace - How Milla Jovovich's AI Project Scammed the Internet
📰 [Troy Hua (2026-03-31)] How Anthropic Built 7 Layers of Memory and a Dreaming System for Claude Code
📰 [VelvetShark (2026-03-05)] OpenClaw Memory Masterclass: The complete guide to agent memory that survives
📰 [Business Insider (2026-01-08 )] AI still needs a breakthrough in one key area to reach superintelligence, according to those who build it

If you find this project helpful, please give us a ⭐️ on GitHub for the latest update.

🤝 Contributions welcome! Feel free to open an issue or submit a pull request to add papers, fix links, or improve categorization.

💿 Products

Open-Source

Ordered by the number of Github stars.

Mem0 [code] [paper] [blog]
- TeleMem: A High-Performance Drop-in Replacement for Mem0 [code] [paper] import telemem as mem0

Agentic System Design

Design real-world AI agents - architectures, frameworks, and proven patterns

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