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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
| Date | Stars |
|---|---|
| 2026-07-24 | 3215 |
| 2026-07-25 | 3216 |
| 2026-07-28 | 3216 |
| 2026-07-30 | 3216 |
| 2026-07-31 | 3236 |
| 2026-08-10 | 3285 |
| 2026-08-18 | 3324 |
| 2026-08-19 | 3325 |
| 2026-08-20 | 3328 |
| 2026-08-21 | 3332 |
| 2026-08-22 | 3334 |
| 2026-08-23 | 3336 |
| 2026-08-24 | 3340 |
| 2026-08-25 | 3344 |
| 2026-08-26 | 3356 |
| 2026-08-27 | 3358 |
| 2026-08-28 | 3364 |
| 2026-08-29 | 3367 |
| 2026-08-30 | 3369 |
| 2026-08-31 | 3376 |
| 2026-09-01 | 3381 |
| 2026-09-02 | 3384 |
| 2026-09-03 | 3394 |
| 2026-09-04 | 3408 |
| 2026-09-05 | 3411 |
| 2026-09-06 | 3418 |
| 2026-09-07 | 3422 |
| 2026-09-08 | 3433 |
| 2026-09-09 | 3438 |
| 2026-09-10 | 3442 |
| 2026-09-11 | 3445 |
| 2026-09-12 | 3448 |
| 2026-09-13 | 3449 |
| 2026-09-14 | 3453 |
| 2026-09-15 | 3461 |
| 2026-09-16 | 3473 |
| 2026-09-17 | 3483 |
| 2026-09-18 | 3488 |
| 2026-09-20 | 3492 |
Today
+4 stars today
This week
+43 stars this week
This month
+160 stars this month
Momentum
119.0
growth rate 1.25%/day
<p align="center"> <img src="https://raw.githubusercontent.com/agentscope-ai/ReMe/main/docs/figure/reme_logo.png" alt="ReMe Logo" width="50%"> </p> <p align="center"> <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/badge/python-3.11+-blue" alt="Python Version"></a> <a href="https://pypi.org/project/reme-ai/"><img src="https://img.shields.io/pypi/v/reme-ai.svg?logo=pypi" alt="PyPI Version"></a> <a href="https://pepy.tech/project/reme-ai/"><img src="https://img.shields.io/pypi/dm/reme-ai" alt="PyPI Downloads"></a> <a href="https://github.com/agentscope-ai/ReMe"><img src="https://img.shields.io/github/commit-activity/m/agentscope-ai/ReMe?style=flat-square" alt="GitHub commit activity"></a> <a href="./LICENSE"><img src="https://img.shields.io/badge/license-Apache--2.0-black" alt="License"></a> <a href="https://reme.agentscope.io"><img src="https://img.shields.io/badge/docs-ReMe-blue" alt="Documentation"></a> <a href="./README.md"><img src="https://img.shields.io/badge/English-Click-yellow" alt="English"></a> <a href="./README_ZH.md"><img src="https://img.shields.io/badge/简体中文-点击查看-orange" alt="简体中文"></a> <a href="https://github.com/agentscope-ai/ReMe"><img src="https://img.shields.io/github/stars/agentscope-ai/ReMe?style=social" alt="GitHub Stars"></a> <a href="https://deepwiki.com/agentscope-ai/ReMe"><img src="https://img.shields.io/badge/DeepWiki-Ask_Devin-navy.svg" alt="DeepWiki"></a> </p> <p align="center"> <a href="https://trendshift.io/repositories/20528" target="_blank"><img src="https://trendshift.io/api/badge/repositories/20528" alt="agentscope-ai%2FReMe | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a> </p> <p align="center"> <strong>A local-first, self-evolving personal knowledge base for AI agents.</strong><br> </p> > Previous versions: [0.3.x](https://github.com/agentscope-ai/ReMe/tree/reme_v3) · > [0.2.x](https://github.com/agentscope-ai/ReMe/tree/v0.2.0.6) · > [MemoryScope](https://github.com/agentscope-ai/ReMe/tree/memoryscope_branch) ## ✨ Why ReMe? 🧠 ReMe turns conversations and resources into readable, editable, searchable, and interconnected Markdown memory. Agents such as QwenPaw and DeepSeek Harness can share the same workspace to retrieve, maintain, and evolve knowledge, while users retain control of the durable files. - **Memory as File, File as Memory**: ReMe stores durable memory as ordinary Markdown with frontmatter and wikilinks. Users and agents can inspect, edit, move, sync, and back it up with familiar tools, while indexes and generated metadata remain rebuildable. - **Self-evolving knowledge base**: ReMe progressively turns conversations and resources into daily notes and long-term knowledge, preserving sources while refining facts, preferences, procedures, and relationships over time. - **Recall is precise and context-aware.** BM25, optional embeddings, and wikilink expansion retrieve relevant line-level passages and their relationships without loading the entire knowledge base into the agent context. - **One memory workspace works across agents.** Personal assistants, coding agents, and other agent runtimes can share the same local workspace through native integrations, SKILL.md, CLI, HTTP, MCP, or Python APIs. <p align="center"> <img src="docs/figure/design-philosophy.svg" alt="ReMe Design Philosophy" width="92%"> </p> ## 📰 Latest Updates - [2026.09] - **[Hermes Agent memory provider](integrations/hermes_agent/README.md) available**: choose HTTP or embedded mode for automatic recall before model calls and asynchronous `auto_memory` after completed turns. The integration supports Hermes Agent 0.21+ and includes profile-aware background work. - [2026.09] - **[OpenClaw plugin](https://reme.agentscope.io/en/integrations/openclaw) released**: install it from [ClawHub](https://clawhub.ai/agentscope-ai/plugins/reme-openclaw-plugin) or [npm](https://www.npmjs.com/package/@agentscope-ai/reme-op
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:4f358eac52d0d511, topic:rag, topic:memory, readme:knowledge base
matched fp:4f358eac52d0d511, topic:ai-agents, readme:ai agents