memory-system

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

Lightweight Long-Term Memory for LLM Agents.

A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch

An always-on second brain you talk to. Voice notes in Telegram → typed, linked knowledge in your Obsidian vault. Runs 24/7 on the Claude subscription you already have.

Versatile Almost Local, Eventually Reasonable Assistant 🔫

A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with human episodic memory granularity. Shows how this single principle enables simple methods to rival complex memory frameworks for conversational tasks.

A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.

Poirot is a deep research agent kernel built for those who care about how agents are architected.

Rust Autonomous Cognition Engine 2026

HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.

MemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents.

从 0 复刻 WorkBuddy-style 桌面 AI 助手 Harness：24 章 Python 教程，覆盖 Agent Loop、工具调用、记忆系统、Sidecar、沙盒审计、DeepSeek/OpenAI 评测轨迹

'Personal AGI' that thinks on its own. Autonomous cognitive cycle, earned autonomy, 60+ tools. It decides what to do without being told.

Agent Waystation · Agent 驿站 — a stopover for AI agents, builders, tools, and field reports

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Mandol: An Agglomerative Agent Memory System (https://arxiv.org/pdf/2606.29778)

A Multiplatform benchmark designed to provide holistic, detailed and close-to-hardware view of memory system performance with family of bandwidth--latency curves.