fix typos

README.md

@@ -389,9 +389,7 @@ We tested ReMe on BFCL-V3 multi-turn-base (randomly split 50train/150val) using
 - **[Quick Start](./cookbook/simple_demo)**: Get started quickly with practical examples
 - **[Vector Storage Setup](./doc/vector_store_api_guide.md)**: Configure local/vector databases and usage
 - **[MCP Guide](./doc/mcp_quick_start.md)**: Create MCP services
-- **Link Description**: Operators used in personal memory and task memory and their meanings can be found
-  in [personal memory](./doc/personal_memory) and [task memory](./doc/task_memory) respectively. You can modify the
-  config to customize the links
+- **[personal memory](./doc/personal_memory)** & **[task memory](./doc/task_memory)** : Operators used in personal memory and task memory, You can modify the config to customize the pipelines.
 - **[Example Collection](./cookbook)**: Real use cases and best practices
 
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README_ZH.md

@@ -371,7 +371,7 @@ Pass@K 衡量的是在生成的 K 个样本中，至少有一个成功完成任
 - **[快速开始](./cookbook/simple_demo)**：通过实际示例快速上手
 - **[向量存储设置](./doc/vector_store_api_guide.md)**：配置本地/向量数据库以及使用 
 - **[mcp指南](./doc/mcp_quick_start.md)**：创建mcp服务
-- **链路说明**: 个性化记忆与任务记忆中分别使用的算子及其含义可以分别在 [personal memory](./doc/personal_memory) 与 [task memory](./doc/task_memory)中找到，你可以修改config以自定义链路
+- **[个性化记忆](./doc/personal_memory)** 与 [任务记忆](./doc/task_memory): 个性化记忆与任务记忆中分别使用的算子及其含义，你可以修改config以自定义链路
 - **[示例集合](./cookbook)**：实际用例和最佳实践
 
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