diff --git a/README.md b/README.md
index 6c04b91..e28df54 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,6 @@
 
 [ip2region](https://ip2region.net) - is an offline IP address localization library and IP localization data management framework. It supports both `IPv4` and `IPv6` with query efficiency at the 10-microsecond level. It provides `xdb` data generation and query client implementations for many mainstream programming languages.
 
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 # Features
 
@@ -31,7 +30,6 @@ Even for queries based entirely on the `xdb` file, the single query response tim
 
 `xdb` provides version-compatible query implementations. A unified API can simultaneously provide queries for both IPv4 and IPv6 data and return unified data.
 
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 # `xdb` Query
 
@@ -62,7 +60,6 @@ The following toolchain implementations are contributed by community developers
 | [ruby-ip2region](https://github.com/jicheng1014/ruby-ip2region) | ruby xdb query client implementation | [jicheng1014](https://github.com/jicheng1014)   |
 | [Ip2regionTool](https://github.com/orestonce/Ip2regionTool)     | ip2region data conversion tool       | [orestonce](https://github.com/orestonce)       |
 
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 # `xdb` Generation
 
@@ -77,7 +74,6 @@ For API introductions, usage documentation, and test programs, please refer to t
 | [Rust](maker/rust)     | rust xdb generation program   | :white_check_mark: | :white_check_mark: | [KevinWang](https://github.com/KevinWL) & [gongzhengyang](https://github.com/gongzhengyang) |
 | [C++](maker/cpp)       | C++ xdb generation program    | :white_check_mark: | :white_check_mark: | [Yunbin Liu](https://github.com/liuyunbin) |
 
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 # `xdb` Update
 
@@ -106,13 +102,11 @@ If you want to update data via your own API or data source, you can refer to the
 1. [Data Update Implementation Video Sharing - part1](https://www.bilibili.com/video/BV1934y1E7Q5/)
 2. [Data Update Implementation Video Sharing - part2](https://www.bilibili.com/video/BV1pF411j7Aw/)
 
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 # Official Community
 
 The Ip2Region official community was officially launched on `2025/06/12`. On one hand, it provides stable [commercial offline data](https://ip2region.net/products/offline) services. On the other hand, it facilitates the strengthening of the IP toolchain and data services outside the core code, such as [usage documentation](https://ip2region.net/doc/), [query testing](https://ip2region.net/search/demo), and data correction. For more information and services regarding the community, please visit the [Ip2Region Official Community](https://ip2region.net/).
 
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 # Related Remarks
 
diff --git a/README_zh.md b/README_zh.md
index 0cbfc76..dd79b88 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -4,9 +4,8 @@
 
 [ip2region](https://ip2region.net) - 是一个离线IP地址定位库和IP定位数据管理框架，同时支持 `IPv4` 和 `IPv6` ，10微秒级别的查询效率，提供了众多主流编程语言的 `xdb` 数据生成和查询客户端实现。
 
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-# ip2region 特性
+# 项目特性
 
 ### 1、离线定位库
 
@@ -31,7 +30,6 @@
 
 `xdb` 提供了版本兼容的查询实现，一个统一的 API 可以同时提供对 IPv4 和 IPv6 数据的查询并且返回统一的数据。
 
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 # `xdb` 查询
 
@@ -61,7 +59,6 @@ API 介绍，使用文档和测试程序请参考对应 `searcher` 查询客户
 | [ruby-ip2region](https://github.com/jicheng1014/ruby-ip2region) | ruby xdb 查询客户端实现 | [jicheng1014](https://github.com/jicheng1014)  |
 | [Ip2regionTool](https://github.com/orestonce/Ip2regionTool)     | ip2region 数据转换工具  | [orestonce](https://github.com/orestonce)      |
 
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 # `xdb` 生成
 
@@ -76,7 +73,6 @@ API 介绍，使用文档和测试程序请参考如下 `maker` 生成程序下
 | [Rust](maker/rust)      | rust xdb 生成程序    | :white_check_mark: | :white_check_mark: | [KevinWang](https://github.com/KevinWL) & [gongzhengyang](https://github.com/gongzhengyang) |
 | [C++](maker/cpp)        | C++ xdb 生成程序     | :white_check_mark: | :white_check_mark: | [Yunbin Liu](https://github.com/liuyunbin)                                                  |
 
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 # `xdb` 更新
 
@@ -101,12 +97,10 @@ ip2region 项目的核心在于 <b>研究 IP 数据的存储和快速查询的
 1. [数据更新实现视频分享 - part1](https://www.bilibili.com/video/BV1934y1E7Q5/)
 2. [数据更新实现视频分享 - part2](https://www.bilibili.com/video/BV1pF411j7Aw/)
 
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 # 官方社区
 Ip2Region 官方社区正式上线于 `2025/06/12` 日，一方面提供了稳定的 [商用离线数据](https://ip2region.net/products/offline) 服务，另一方面便于在核心代码外强化 IP 工具链和数据服务，例如 [使用文档](https://ip2region.net/doc/)，[查询测试](https://ip2region.net/search/demo)，数据纠错等，更多关于社区的信息和服务请访问 [Ip2Region 官方社区](https://ip2region.net/)。
 
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 # 相关备注