- [更新日志(简体中文)](#chinese)
- [Changelog(English)](#english)

<a id="chinese"></a>

## What's Changed

### 新增

- 为电脑使用能力支持文件读取(read)、写入(write)、编辑(edit)、Grep 搜索(ripgrep)与按会话隔离的 workspace。（[#7402](https://github.com/AstrBotDevs/AstrBot/pull/7402)）
- 微信个人号适配器支持引用消息的解析。（[#7380](https://github.com/AstrBotDevs/AstrBot/pull/7380)）
- 新增 Brave Search 网页搜索工具，移除旧的默认网页搜索实现。（[#6847](https://github.com/AstrBotDevs/AstrBot/pull/6847)）
- 新增 Mattermost 平台适配器支持。（[#7369](https://github.com/AstrBotDevs/AstrBot/pull/7369)）
- 新增 NVIDIA Rerank Provider。（[#7227](https://github.com/AstrBotDevs/AstrBot/pull/7227)）
- 新增 LongCat LLM Provider。（[#7360](https://github.com/AstrBotDevs/AstrBot/pull/7360)）
- 新增 OpenAI、Gemini 音频输入模态支持，并修复 ChatUI 录音相关问题。（[#7378](https://github.com/AstrBotDevs/AstrBot/pull/7378)）
- Discord 平台新增 Bot 消息过滤配置，允许控制是否接收其他 Bot 的消息。（[#6505](https://github.com/AstrBotDevs/AstrBot/pull/6505)）
- 新增 LLM 对重复工具调用的引导能力，减少模型陷入重复调用工具的情况。（[#7388](https://github.com/AstrBotDevs/AstrBot/pull/7388)）
- QQ 官方 API 文件上传新增重试机制，提升文件发送稳定性。（[#7430](https://github.com/AstrBotDevs/AstrBot/pull/7430)）

### 优化

- 重构 ChatUI 样式、消息渲染与输入体验，改善聊天界面的整体可维护性与交互一致性。（[#7485](https://github.com/AstrBotDevs/AstrBot/pull/7485)）
- 合并 Cron 相关工具为统一管理工具，并新增 Cron 任务编辑能力。（[#7445](https://github.com/AstrBotDevs/AstrBot/pull/7445)）
- 重构内置工具管理逻辑，改善 AstrBot 内置工具注册与调用维护性。（[#7418](https://github.com/AstrBotDevs/AstrBot/pull/7418)）
- 移除了大部分低频内置命令并整合命令功能，将这些指令挪至 [builtin-command-extension](https://github.com/AstrBotDevs/builtin_commands_extension) 插件，同时更新文档。（[#7478](https://github.com/AstrBotDevs/AstrBot/pull/7478)）
- 移除默认网页搜索实现，改由新的搜索工具链路提供能力。（[#7416](https://github.com/AstrBotDevs/AstrBot/pull/7416)）
- 移除 `lxml` 与 `beautifulsoup4` 依赖，降低安装体积与依赖复杂度。（[#7449](https://github.com/AstrBotDevs/AstrBot/pull/7449)）
- 新增 MCP stdio 配置校验，降低无效配置导致的启动失败与排查成本。（[#7477](https://github.com/AstrBotDevs/AstrBot/pull/7477)）
- Docker 运行配置启用 `no-new-privileges`，提升容器默认安全性。（[commit](https://github.com/AstrBotDevs/AstrBot/commit/68a195e12)）
- 降低 MCP Server 状态轮询频率，减少后台请求开销。（[#7399](https://github.com/AstrBotDevs/AstrBot/pull/7399)）
- 帮助命令忽略 `dashboard_update` 等内部有效命令，减少帮助列表噪音。（[commit](https://github.com/AstrBotDevs/AstrBot/commit/baaad2a69)）
- 修正文档中的路径拼接示例，避免插件开发存储文档误导使用者。（[#7448](https://github.com/AstrBotDevs/AstrBot/pull/7448)）
- 补充 Matrix 平台常量、平台图标与相关文档。（[#7368](https://github.com/AstrBotDevs/AstrBot/pull/7368)）

### 修复

- 修复 STT 或 TTS Provider 在配置中禁用时仍可能被取用的问题。（[#7363](https://github.com/AstrBotDevs/AstrBot/pull/7363)）
- 修复 Gemini 空模型输出误触发错误处理的问题。（[#7377](https://github.com/AstrBotDevs/AstrBot/pull/7377)）
- 修复 Gemini FunctionResponse 中不支持的 `id` 字段导致请求失败的问题。（[#7386](https://github.com/AstrBotDevs/AstrBot/pull/7386)）
- 修复仅存在原生工具时仍传递 `FunctionCallingConfig` 的问题。（[#7407](https://github.com/AstrBotDevs/AstrBot/pull/7407)）
- 修复工具结果断言与动态阈值不一致的问题。（[commit](https://github.com/AstrBotDevs/AstrBot/commit/8c6c00ae6)）
- 修复 Bailian Rerank 对不同 URL 端点返回格式的兼容性问题。（[#7250](https://github.com/AstrBotDevs/AstrBot/pull/7250)）
- 修复 QQ 官方 WebSocket 关闭流程清理不完整的问题。（[#7395](https://github.com/AstrBotDevs/AstrBot/pull/7395)）
- 修复 Telegram 网络异常后的轮询恢复问题，并补充相关测试。（[#7468](https://github.com/AstrBotDevs/AstrBot/pull/7468)）
- 修复 Telegram 长消息最终分段过长的问题。（[#7432](https://github.com/AstrBotDevs/AstrBot/pull/7432)）
- 修复 Telegram `sendMessageDraft` 发送空文本导致 400 错误刷屏的问题。（[#7398](https://github.com/AstrBotDevs/AstrBot/pull/7398)）
- 修复 Telegram 收集命令时插件 handler 不在 `star_map` 中导致 `KeyError` 的问题。（[#7405](https://github.com/AstrBotDevs/AstrBot/pull/7405)）
- 修复 Discord Slash Command 未及时 defer 导致 `10062 Unknown interaction` 的问题。（[#7474](https://github.com/AstrBotDevs/AstrBot/pull/7474)）
- 修复微信个人号适配器缺少上下文 token 时的警告信息。（[commit](https://github.com/AstrBotDevs/AstrBot/commit/dfca5cdb7)）
- 修复 `group_icl_enable` 在消息处理时未使用 UMO 绑定配置的问题。（[#7397](https://github.com/AstrBotDevs/AstrBot/pull/7397)）
- 修复插件函数工具模块路径与插件主模块路径不一致的问题。（[#7462](https://github.com/AstrBotDevs/AstrBot/pull/7462)）
- 修复插件版本检查逻辑对预发布版本的支持问题。（[commit](https://github.com/AstrBotDevs/AstrBot/commit/5f95bbc42)）
- 修复 Shell 命令执行 JSON 响应中非 ASCII 字符被转义的问题。（[#7475](https://github.com/AstrBotDevs/AstrBot/pull/7475)）
- 修复 Windows 桌面端插件依赖加载不安全或失败的问题。（[#7446](https://github.com/AstrBotDevs/AstrBot/pull/7446)）
- 修复 `faiss` 在启动阶段过早导入导致部分环境启动失败的问题。（[#7400](https://github.com/AstrBotDevs/AstrBot/pull/7400)）
- 修复 WebUI 暗色模式渲染与多处交互问题。（[#7173](https://github.com/AstrBotDevs/AstrBot/pull/7173)）
- 修复 ChatUI 项目常量缺失，并补充相关测试用例。（[#7414](https://github.com/AstrBotDevs/AstrBot/pull/7414)）
- 修复页面切换时浮动按钮跳动的问题。（[#7214](https://github.com/AstrBotDevs/AstrBot/pull/7214)）
- 修复对话管理页依赖的 `MessageList.vue` 缺失导致 Linux 环境 Dashboard 构建失败的问题。（[commit](https://github.com/AstrBotDevs/AstrBot/commit/717228143)）
- 修复工具调用图标使用了 MDI 子集缺失图标导致的显示问题。（[commit](https://github.com/AstrBotDevs/AstrBot/commit/d1913b595)）
- 修复 Dashboard store 中 `defineStore` 的类型用法问题。（[#7490](https://github.com/AstrBotDevs/AstrBot/pull/7490)）
- 修复 compose 文件中的 Docker 镜像名称错误。（[#7488](https://github.com/AstrBotDevs/AstrBot/pull/7488)）

<a id="english"></a>

## What's Changed (EN)

### New Features

- Added the LongCat LLM Provider. ([#7360](https://github.com/AstrBotDevs/AstrBot/pull/7360))
- Added missing Matrix platform constants, platform logo, and documentation updates. ([#7368](https://github.com/AstrBotDevs/AstrBot/pull/7368))
- Added local Computer Use filesystem tools, including file read, write, edit, Grep search, and per-session workspace support. ([#7402](https://github.com/AstrBotDevs/AstrBot/pull/7402))
- Added the Brave Search web search tool, replacing the old default web search implementation. ([#6847](https://github.com/AstrBotDevs/AstrBot/pull/6847))
- Added Mattermost platform support. ([#7369](https://github.com/AstrBotDevs/AstrBot/pull/7369))
- Added the NVIDIA Rerank Provider. ([#7227](https://github.com/AstrBotDevs/AstrBot/pull/7227))
- Added audio input support across OpenAI and Gemini providers, and fixed ChatUI recording issues. ([#7378](https://github.com/AstrBotDevs/AstrBot/pull/7378))
- Added reply component support for the Weixin OC adapter. ([#7380](https://github.com/AstrBotDevs/AstrBot/pull/7380))
- Added configurable Discord bot-message filtering, including support for receiving messages from other bots. ([#6505](https://github.com/AstrBotDevs/AstrBot/pull/6505))
- Added LLM guidance for repeated tool calls to reduce repetitive tool-call loops. ([#7388](https://github.com/AstrBotDevs/AstrBot/pull/7388))
- Added retry handling for QQ Official API file uploads to improve file-send reliability. ([#7430](https://github.com/AstrBotDevs/AstrBot/pull/7430))

### Improvements

- Refactored ChatUI styling, message rendering, and input interactions for better maintainability and UI consistency. ([#7485](https://github.com/AstrBotDevs/AstrBot/pull/7485))
- Merged Cron tools into a unified management tool and added Cron task editing. ([#7445](https://github.com/AstrBotDevs/AstrBot/pull/7445))
- Refactored built-in tool management to improve registration and maintenance. ([#7418](https://github.com/AstrBotDevs/AstrBot/pull/7418))
- Removed rarely used built-in commands, consolidated command functionality, and updated command documentation. ([#7478](https://github.com/AstrBotDevs/AstrBot/pull/7478))
- Removed the old default web search implementation in favor of the new search tool flow. ([#7416](https://github.com/AstrBotDevs/AstrBot/pull/7416))
- Removed `lxml` and `beautifulsoup4` dependencies to reduce dependency weight and installation complexity. ([#7449](https://github.com/AstrBotDevs/AstrBot/pull/7449))
- Added MCP stdio configuration validation to reduce startup failures caused by invalid configs. ([#7477](https://github.com/AstrBotDevs/AstrBot/pull/7477))
- Enabled `no-new-privileges` in Docker runtime configuration to improve default container security. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/68a195e12))
- Reduced MCP Server status polling frequency to lower background request overhead. ([#7399](https://github.com/AstrBotDevs/AstrBot/pull/7399))
- Ignored internal effective commands such as `dashboard_update` in HelpCommand to reduce help-list noise. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/baaad2a69))
- Fixed a path concatenation example in the plugin storage docs. ([#7448](https://github.com/AstrBotDevs/AstrBot/pull/7448))
- Updated the README logo. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/e34d9504e))

### Bug Fixes

- Returned `None` when STT or TTS providers are disabled in config instead of still resolving them. ([#7363](https://github.com/AstrBotDevs/AstrBot/pull/7363))
- Fixed empty model output handling that could misfire when using Gemini. ([#7377](https://github.com/AstrBotDevs/AstrBot/pull/7377))
- Removed the unsupported `id` field from Gemini FunctionResponse payloads. ([#7386](https://github.com/AstrBotDevs/AstrBot/pull/7386))
- Skipped `FunctionCallingConfig` when only native tools are present. ([#7407](https://github.com/AstrBotDevs/AstrBot/pull/7407))
- Updated tool-result assertions to match dynamic threshold values. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/8c6c00ae6))
- Fixed Bailian Rerank compatibility with different response formats based on URL endpoint. ([#7250](https://github.com/AstrBotDevs/AstrBot/pull/7250))
- Cleaned up QQ Official WebSocket shutdown handling. ([#7395](https://github.com/AstrBotDevs/AstrBot/pull/7395))
- Fixed Telegram polling recovery after network failures and added related tests. ([#7468](https://github.com/AstrBotDevs/AstrBot/pull/7468))
- Fixed overly long final Telegram message segments. ([#7432](https://github.com/AstrBotDevs/AstrBot/pull/7432))
- Fixed Telegram `sendMessageDraft` 400 spam caused by empty text. ([#7398](https://github.com/AstrBotDevs/AstrBot/pull/7398))
- Fixed a `KeyError` in Telegram command collection when a plugin handler is missing from `star_map`. ([#7405](https://github.com/AstrBotDevs/AstrBot/pull/7405))
- Fixed Discord `10062 Unknown interaction` errors by deferring slash commands immediately. ([#7474](https://github.com/AstrBotDevs/AstrBot/pull/7474))
- Improved the missing-context-token warning message in the Weixin OC adapter. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/dfca5cdb7))
- Fixed `group_icl_enable` to use UMO-bound config during message handling. ([#7397](https://github.com/AstrBotDevs/AstrBot/pull/7397))
- Aligned function tool module paths with plugin main module paths. ([#7462](https://github.com/AstrBotDevs/AstrBot/pull/7462))
- Fixed plugin version checks for pre-release versions. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/5f95bbc42))
- Preserved non-ASCII characters in JSON responses from shell command execution. ([#7475](https://github.com/AstrBotDevs/AstrBot/pull/7475))
- Fixed safer desktop plugin dependency loading on Windows. ([#7446](https://github.com/AstrBotDevs/AstrBot/pull/7446))
- Deferred `faiss` imports during startup to avoid startup failures in some environments. ([#7400](https://github.com/AstrBotDevs/AstrBot/pull/7400))
- Fixed WebUI dark-mode rendering and multiple interaction bugs. ([#7173](https://github.com/AstrBotDevs/AstrBot/pull/7173))
- Added missing ChatUI project constants and related tests. ([#7414](https://github.com/AstrBotDevs/AstrBot/pull/7414))
- Prevented floating buttons from jumping during page transitions. ([#7214](https://github.com/AstrBotDevs/AstrBot/pull/7214))
- Restored `MessageList.vue` for the conversation management page to fix Dashboard production builds on Linux. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/717228143))
- Updated tool-call icons to use an icon included in the MDI subset. ([commit](https://github.com/AstrBotDevs/AstrBot/commit/d1913b595))
- Fixed `defineStore` type usage in Dashboard stores. ([#7490](https://github.com/AstrBotDevs/AstrBot/pull/7490))
- Fixed the Docker image name in the compose file. ([#7488](https://github.com/AstrBotDevs/AstrBot/pull/7488))