#Memory
Showing 60 of 315 repositories tagged #memory, ranked by stars
Universal memory layer for AI Agents
The best-benchmarked open-source AI memory system. And it's free.
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
Hindsight: Agent Memory That Learns
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.
Memray is a memory profiler for Python
Personal memory for agents - fast memory retrieval, self-evolving skills, and lower cost.
Agent S: an open agentic framework that uses computers like a human
Cross-platform lib for process and system monitoring in Python
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
An advanced memory forensics framework
TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies.
The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/
Memory library for building stateful agents
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
Your super agent for work: local-first, learn your working context in mins and never forget it.
MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse）
Deliver experiences best suited to a user's device and network constraints
Linux运维监控工具，支持系统硬件信息，内存，CPU，温度，磁盘空间及IO，硬盘smart，GPU，防火墙，网络流量速率等监控，服务接口监测，大屏展示，拓扑图，端口监控，进程监控，docker监控，日志监控，文件防篡改，数据库监控，指令批量下发执行，web ssh，Linux面板(探针)，告警，SNMP监测，K8S，Redis，Nginx，Kafka，资产管理，计划任务，密码管理，工作笔记
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI
Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.
Volatility 3.0 development
A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm
SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal
Agent Skills as a Memory Layer
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents
☔️ A complete Go cache library that brings you multiple ways of managing your caches
User Profile-Based Long-Term Memory for AI Chatbot Applications.
Software sandbox for storage of sensitive information in memory.
The Open Source Memory Layer For Autonomous Agents
:books: iOS 性能监控 SDK —— Wedjat（华狄特）开发过程的调研和整理
🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
Zerocopy makes zero-cost memory manipulation effortless. We write `unsafe` so you don’t have to.
A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.
An open source approach to locally record and enable searching everything you view on your Mac.
Empowering RAG with a memory-based data interface for all-purpose applications!
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
Research project. A Memory solution for users, teams, and applications.
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Surprisingly space efficient trie in Golang(11 bits/key; 100 ns/get).
Hardened allocator designed for modern systems. It has integration into Android's Bionic libc and can be used externally with musl and glibc as a dynamic library for use on other Linux-based platforms. It will gain more portability/integration over time.
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
A curated list of skills, plugins, tools, integrations, and resources for Hermes Agent by Nous Research
Memory that AI Agents Love!
The control plane for AI coding agents.
A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company
Fast Disk And Memory Space Visualization App for Mac, Windows and Ubuntu
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
Keep an eye on system resources
A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.
A-MEM: Agentic Memory for LLM Agents