diff --git a/README.md b/README.md
index 5416353..10f14d3 100644
--- a/README.md
+++ b/README.md
@@ -31,22 +31,17 @@ https://github.com/user-attachments/assets/a42e7457-fcc8-40da-83fc-784c45a8b95d
 ![Web UI界面](resources/webui.png)
 
 
-## 📋 更新日志
+## 📋 最近更新
 
-### 2025-12-04
-
-- 🎨 **新增「自定义素材」功能** - 支持用户上传自己的照片和视频:
-  - 📸 **智能图片分析**: AI 自动识别图片内容,生成精准描述
-  - 🎥 **视频理解能力**: 支持视频素材分析,理解视频中的场景和内容
-  - ✍️ **智能脚本生成**: 基于素材内容和用户意图,自动生成视频文案和旁白
-  - 🎬 **一键成片**: 将你的照片/视频素材,快速制作成带文案和配音的完整视频
-- 💡 降低创作门槛,让没有素材的用户也能轻松制作专业视频
-
-### 2025-11-18
-
-- 优化 RunningHub 服务调用，支持并行处理，大幅提升生成速度
-- 新增历史记录页面，可查看和管理所有生成过的视频
-- 支持一次性创建多个视频任务，提高批量创作效率
+- ✅ **2026-01-06**: 新增 RunningHub 48G 显存机器调用支持
+- ✅ **2025-12-28**: 支持 RunningHub 并发限制可配置，优化 LLM 返回结构化数据的逻辑
+- ✅ **2025-12-17**: 支持 ComfyUI API Key 配置，支持 Nano Banana 模型调用，API 接口支持模板自定义参数
+- ✅ **2025-12-10**: 侧边栏内置 FAQ，锁定 edge-tts 版本修复 TTS 服务不稳定问题
+- ✅ **2025-12-08**: 支持固定脚本多种分割方式(段落/行/句子)，优化模板选择交互逻辑支持直接预览选择
+- ✅ **2025-12-06**: 修复视频生成 API 返回 URL 路径处理，支持跨平台兼容
+- ✅ **2025-12-05**: 新增 Windows 整合包下载，优化图片与视频反推工作流
+- ✅ **2025-12-04**: 新增「自定义素材」功能，支持用户上传自己的照片和视频，AI 智能分析生成脚本
+- ✅ **2025-11-18**: 优化 RunningHub 服务调用支持并行处理，新增历史记录页面，支持批量创建视频任务
 
 
 ## ✨ 功能亮点
diff --git a/README_EN.md b/README_EN.md
index d4dd9a7..4a37e52 100644
--- a/README_EN.md
+++ b/README_EN.md
@@ -30,22 +30,17 @@ Just input a **topic**, and Pixelle-Video will automatically:
 ![Web UI Interface](resources/webui_en.png)
 
 
-## 📋 Changelog
+## 📋 Recent Updates
 
-### 2025-12-04
-
-- 🎨 **New "Custom Media" Feature** - Support uploading your own photos and videos:
-  - 📸 **Smart Image Analysis**: AI automatically recognizes image content and generates accurate descriptions
-  - 🎥 **Video Understanding**: Supports video asset analysis to understand scenes and content
-  - ✍️ **Intelligent Script Generation**: Auto-generates video scripts and narration based on asset content and user intent
-  - 🎬 **One-Click Production**: Transform your photos/videos into complete videos with scripts and voiceover
-- 💡 Lower the creative barrier for users without existing media assets
-
-### 2025-11-18
-
-- Optimized RunningHub service calls with parallel processing for significantly faster speed
-- Added history page to view and manage all generated videos
-- Support creating multiple video tasks at once for efficient batch production
+- ✅ **2026-01-06**: Added RunningHub 48G VRAM machine support
+- ✅ **2025-12-28**: Configurable RunningHub concurrency limit, improved LLM structured data response handling
+- ✅ **2025-12-17**: Added ComfyUI API Key configuration, Nano Banana model support, API template custom parameters
+- ✅ **2025-12-10**: Built-in FAQ in sidebar, fixed edge-tts version to resolve TTS service instability
+- ✅ **2025-12-08**: Support multiple script split modes (paragraph/line/sentence), improved template selection with direct preview
+- ✅ **2025-12-06**: Fixed video generation API URL path handling with cross-platform compatibility
+- ✅ **2025-12-05**: Added Windows all-in-one package download, optimized image and video analysis workflows
+- ✅ **2025-12-04**: New "Custom Media" feature - upload your photos/videos with AI-powered analysis and script generation
+- ✅ **2025-11-18**: Parallel processing for RunningHub, added history page, batch video task creation support
 
 
 ## ✨ Key Features