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@@ -54,15 +54,12 @@ TencentDB Agent Memory 帮助 Agent 学会你的流程、保留任务上下文
> **让 Agent 记住该记的，让人把注意力留给判断、创造和真正有价值的工作。**
<p align="center">
<img src="https://github.com/user-attachments/assets/a43322e4-d2e1-4be7-a94d-0e9748e1131b" width="360" alt="Agent Memory 微信社群二维码" />
<img src="https://github.com/user-attachments/assets/c30eabef-caf7-4477-820f-9f5fe12e5d89" width="360" alt="Agent Memory 微信社群二维码" />
<br/>
<sub>📱 扫码加入 <b>Agent Memory 微信社群</b>，与早期开发者直接对话</sub>
</p>
## 核心技术：拒绝平铺，走向分层与符号化
TencentDB Agent Memory 的设计理念围绕两个核心展开：**记忆分层** 与 **符号化记忆**。这不仅让 Agent “记得更多”，更重要的是“想得更清”。
@@ -359,7 +356,7 @@ docker exec -it hermes-memory hermes
- 💡 **有想法想交流？** 欢迎在 [GitHub Discussions](https://github.com/Tencent/TencentDB-Agent-Memory/discussions) 发起讨论。
- 🛠️ **想贡献代码？** 请先阅读 [CONTRIBUTING.md](./CONTRIBUTING_CN.md)。
- 💬 **想加入交流群？** 扫码加入 **Agent Memory 微信社群**，与早期开发者直接对话。
<p align="center"><img src="https://github.com/user-attachments/assets/7382b50e-f98c-4643-bf68-0015859575d0" width="200" alt="Agent Memory 微信社群二维码" />
<p align="center"><img src="https://github.com/user-attachments/assets/c30eabef-caf7-4477-820f-9f5fe12e5d89" width="200" alt="Agent Memory 微信社群二维码" />
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