MemOS

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  <h1 align="center">
    <a href="https://memos.openmem.net/">
      <img src="https://statics.memtensor.com.cn/logo/memos_color_m.png" alt="MemOS Logo" width="48"/>
    </a>&nbsp;
    MemOS 2.0&ensp;Stardust（星尘）
  </h1>

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    <a href="https://memos-docs.openmem.net/home/overview/"><img src="https://img.shields.io/badge/Docs-Get--Start-002FA7?labelColor=gray&style=for-the-badge&logo=googledocs&logoColor=white" alt="Docs"></a>
    <a href="https://arxiv.org/abs/2507.03724"><img src="https://img.shields.io/badge/ArXiv-2507.03724-B31B1B?labelColor=gray&style=for-the-badge&logo=arxiv&logoColor=white" alt="ArXiv"></a>
    <a href="https://x.com/MemOS_dev"><img src="https://img.shields.io/badge/Follow-MemOS-000000?labelColor=gray&style=for-the-badge&logo=x&logoColor=white" alt="X"></a>
    <a href="https://discord.gg/Txbx3gebZR"><img src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fdiscord.com%2Fapi%2Fv10%2Finvites%2FTxbx3gebZR%3Fwith_counts%3Dtrue&query=%24.approximate_presence_count&suffix=%20online&label=Discord&color=404EED&labelColor=gray&style=for-the-badge&logo=discord&logoColor=white" alt="Discord"></a>
    <br>
    <a href="https://github.com/IAAR-Shanghai/Awesome-AI-Memory"><img src="https://img.shields.io/badge/Resources-Awesome--AI--Memory-8A2BE2?labelColor=gray&style=for-the-badge&logo=awesomelists&logoColor=white" alt="Resources"></a>
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    <strong>Give your Agent persistent memory and the ability to grow.</strong><br/>
  </p>

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<a href="https://trendshift.io/repositories/18526?utm_source=repository-badge&amp;utm_medium=badge&amp;utm_campaign=badge-repository-18526" target="_blank" rel="noopener noreferrer"><img src="https://trendshift.io/api/badge/repositories/18526" alt="MemTensor%2FMemOS | Trendshift" width="250" height="55"/></a>
  </p>

  <p align="center">
    <strong>English</strong> | <a href="README_ZH.md">中文</a>
  </p>
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  <img width="1660" alt="MemOS agent ecosystem: OpenClaw, Hermes, and DeepSeek Harness" src="./assets/readme/memos-agent-ecosystem.png" />
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> [!TIP]
> **New: Connect MemOS to DeepSeek Harness (`dsh`)**
>
> Add automatic recall, background capture, hybrid retrieval, and a local Memory Viewer to DeepSeek Harness—powered by the same MemOS core used across agent ecosystems.
>
> **[Get started →](#memos-plugin)**

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## 👾 MemOS: Memory Operating System for LLM & AI Agents

**MemOS** is a Memory Operating System for LLMs and AI agents that unifies **store / retrieve / manage** for long-term memory, enabling **context-aware and personalized** interactions with **KB**, **multi-modal**, **tool memory**, and **enterprise-grade** optimizations built in.

### Key Features

- **Unified Memory API**: A single API to add, retrieve, edit, and delete memory—structured as a graph, inspectable and editable by design, not a black-box embedding store.
- **Multi-Modal Memory**: Natively support