feat(async-context-compression): release v1.2.1 with smart config & optimizations

This release introduces significant improvements to configuration flexibility, performance, and stability. **Key Changes:** * **Smart Configuration:** * Added `summary_model_max_context` to allow independent context limits for the summary model (e.g., using `gemini-flash` with 1M context to summarize `gpt-4` history). * Implemented auto-detection of base model settings for custom models, ensuring correct threshold application. * **Performance & Refactoring:** * Optimized `model_thresholds` parsing with caching to reduce overhead. * Refactored `inlet` and `outlet` logic to remove redundant code and improve maintainability. * Replaced all `print` statements with proper `logging` calls for better production monitoring. * **Bug Fixes & Modernization:** * Fixed `datetime.utcnow()` deprecation warnings by switching to timezone-aware `datetime.now(timezone.utc)`. * Corrected type annotations and improved error handling for `JSONResponse` objects from LLM backends. * Removed hard truncation in summary generation to allow full context usage. **Files Updated:** * Plugin source code (English & Chinese) * Documentation and READMEs * Version bumped to 1.2.1
chore: update community stats - followers increased (136 -> 137)
2026-01-20 19:09:25 +08:00 · 2026-01-20 09:15:24 +00:00 · 2026-01-20 07:14:01 +00:00 · 2026-01-19 23:08:06 +00:00 · 2026-01-19 20:37:37 +08:00 · 2026-01-19 12:15:44 +00:00
24 changed files with 2106 additions and 396 deletions
--- a/README.md
+++ b/README.md
@@ -10,28 +10,28 @@ A collection of enhancements, plugins, and prompts for [OpenWebUI](https://githu
 <!-- STATS_START -->
 ## 📊 Community Stats

-> 🕐 Auto-updated: 2026-01-18 00:08
+> 🕐 Auto-updated: 2026-01-20 17:15

 | 👤 Author | 👥 Followers | ⭐ Points | 🏆 Contributions |
 |:---:|:---:|:---:|:---:|
-| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **119** | **113** | **25** |
+| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **137** | **134** | **25** |

 | 📝 Posts | ⬇️ Downloads | 👁️ Views | 👍 Upvotes | 💾 Saves |
 |:---:|:---:|:---:|:---:|:---:|
-| **16** | **1659** | **19990** | **99** | **126** |
+| **16** | **1878** | **22027** | **120** | **147** |

 ### 🔥 Top 6 Popular Plugins

-> 🕐 Auto-updated: 2026-01-18 00:08
+> 🕐 Auto-updated: 2026-01-20 17:15

 | Rank | Plugin | Version | Downloads | Views | Updated |
 |:---:|------|:---:|:---:|:---:|:---:|
-| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.1 | 507 | 4641 | 2026-01-17 |
-| 🥈 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.4.9 | 228 | 2285 | 2026-01-17 |
-| 🥉 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 202 | 751 | 2026-01-07 |
-| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.1.3 | 174 | 1906 | 2026-01-17 |
-| 5️⃣ | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.3 | 134 | 1255 | 2026-01-17 |
-| 6️⃣ | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | 0.2.4 | 132 | 2269 | 2026-01-17 |
+| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.1 | 550 | 4933 | 2026-01-17 |
+| 🥈 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.4.9 | 281 | 2651 | 2026-01-18 |
+| 🥉 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 213 | 835 | 2026-01-07 |
+| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.2.0 | 189 | 2048 | 2026-01-19 |
+| 5️⃣ | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.3 | 168 | 1449 | 2026-01-17 |
+| 6️⃣ | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | 0.2.4 | 143 | 2386 | 2026-01-17 |

 *See full stats in [Community Stats Report](./docs/community-stats.md)*
 <!-- STATS_END -->
--- a/README_CN.md
+++ b/README_CN.md
@@ -7,28 +7,28 @@ OpenWebUI 增强功能集合。包含个人开发与收集的插件、提示词
 <!-- STATS_START -->
 ## 📊 社区统计

-> 🕐 自动更新于 2026-01-18 00:08
+> 🕐 自动更新于 2026-01-20 17:15

 | 👤 作者 | 👥 粉丝 | ⭐ 积分 | 🏆 贡献 |
 |:---:|:---:|:---:|:---:|
-| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **119** | **113** | **25** |
+| [Fu-Jie](https://openwebui.com/u/Fu-Jie) | **137** | **134** | **25** |

 | 📝 发布 | ⬇️ 下载 | 👁️ 浏览 | 👍 点赞 | 💾 收藏 |
 |:---:|:---:|:---:|:---:|:---:|
-| **16** | **1659** | **19990** | **99** | **126** |
+| **16** | **1878** | **22027** | **120** | **147** |

 ### 🔥 热门插件 Top 6

-> 🕐 自动更新于 2026-01-18 00:08
+> 🕐 自动更新于 2026-01-20 17:15

 | 排名 | 插件 | 版本 | 下载 | 浏览 | 更新日期 |
 |:---:|------|:---:|:---:|:---:|:---:|
-| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.1 | 507 | 4641 | 2026-01-17 |
-| 🥈 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.4.9 | 228 | 2285 | 2026-01-17 |
-| 🥉 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 202 | 751 | 2026-01-07 |
-| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.1.3 | 174 | 1906 | 2026-01-17 |
-| 5️⃣ | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.3 | 134 | 1255 | 2026-01-17 |
-| 6️⃣ | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | 0.2.4 | 132 | 2269 | 2026-01-17 |
+| 🥇 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | 0.9.1 | 550 | 4933 | 2026-01-17 |
+| 🥈 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | 1.4.9 | 281 | 2651 | 2026-01-18 |
+| 🥉 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | 0.3.7 | 213 | 835 | 2026-01-07 |
+| 4️⃣ | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | 1.2.0 | 189 | 2048 | 2026-01-19 |
+| 5️⃣ | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | 0.4.3 | 168 | 1449 | 2026-01-17 |
+| 6️⃣ | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | 0.2.4 | 143 | 2386 | 2026-01-17 |

 *完整统计请查看 [社区统计报告](./docs/community-stats.zh.md)*
 <!-- STATS_END -->
--- a/docs/badges/downloads.json
+++ b/docs/badges/downloads.json
@@ -1,7 +1,7 @@
 {
  "schemaVersion": 1,
  "label": "downloads",
-  "message": "1.7k",
+  "message": "1.9k",
  "color": "blue",
  "namedLogo": "openwebui"
 }
--- a/docs/badges/followers.json
+++ b/docs/badges/followers.json
@@ -1,6 +1,6 @@
 {
  "schemaVersion": 1,
  "label": "followers",
-  "message": "119",
+  "message": "137",
  "color": "blue"
 }
--- a/docs/badges/points.json
+++ b/docs/badges/points.json
@@ -1,6 +1,6 @@
 {
  "schemaVersion": 1,
  "label": "points",
-  "message": "113",
+  "message": "134",
  "color": "orange"
 }
--- a/docs/badges/upvotes.json
+++ b/docs/badges/upvotes.json
@@ -1,6 +1,6 @@
 {
  "schemaVersion": 1,
  "label": "upvotes",
-  "message": "99",
+  "message": "120",
  "color": "brightgreen"
 }
--- a/docs/community-stats.json
+++ b/docs/community-stats.json
@@ -1,13 +1,14 @@
 {
  "total_posts": 16,
-  "total_downloads": 1659,
-  "total_views": 19990,
-  "total_upvotes": 99,
+  "total_downloads": 1878,
+  "total_views": 22027,
+  "total_upvotes": 120,
  "total_downvotes": 2,
-  "total_saves": 126,
-  "total_comments": 23,
+  "total_saves": 147,
+  "total_comments": 24,
  "by_type": {
-    "action": 14,
+    "filter": 1,
+    "action": 13,
    "unknown": 2
  },
  "posts": [
@@ -18,10 +19,10 @@
      "version": "0.9.1",
      "author": "Fu-Jie",
      "description": "Intelligently analyzes text content and generates interactive mind maps to help users structure and visualize knowledge.",
-      "downloads": 507,
-      "views": 4641,
-      "upvotes": 14,
-      "saves": 28,
+      "downloads": 550,
+      "views": 4933,
+      "upvotes": 15,
+      "saves": 30,
      "comments": 11,
      "created_at": "2025-12-30",
      "updated_at": "2026-01-17",
@@ -34,13 +35,13 @@
      "version": "1.4.9",
      "author": "Fu-Jie",
      "description": "AI-powered infographic generator based on AntV Infographic. Supports professional templates, auto-icon matching, and SVG/PNG downloads.",
-      "downloads": 228,
-      "views": 2285,
-      "upvotes": 11,
-      "saves": 16,
-      "comments": 2,
+      "downloads": 281,
+      "views": 2651,
+      "upvotes": 14,
+      "saves": 21,
+      "comments": 3,
      "created_at": "2025-12-28",
-      "updated_at": "2026-01-17",
+      "updated_at": "2026-01-18",
      "url": "https://openwebui.com/posts/smart_infographic_ad6f0c7f"
    },
    {
@@ -50,10 +51,10 @@
      "version": "0.3.7",
      "author": "Fu-Jie",
      "description": "Extracts tables from chat messages and exports them to Excel (.xlsx) files with smart formatting.",
-      "downloads": 202,
-      "views": 751,
-      "upvotes": 3,
-      "saves": 5,
+      "downloads": 213,
+      "views": 835,
+      "upvotes": 4,
+      "saves": 6,
      "comments": 0,
      "created_at": "2025-05-30",
      "updated_at": "2026-01-07",
@@ -63,16 +64,16 @@
      "title": "Async Context Compression",
      "slug": "async_context_compression_b1655bc8",
      "type": "action",
-      "version": "1.1.3",
+      "version": "1.2.0",
      "author": "Fu-Jie",
      "description": "Reduces token consumption in long conversations while maintaining coherence through intelligent summarization and message compression.",
-      "downloads": 174,
-      "views": 1906,
-      "upvotes": 7,
-      "saves": 18,
+      "downloads": 189,
+      "views": 2048,
+      "upvotes": 9,
+      "saves": 22,
      "comments": 0,
      "created_at": "2025-11-08",
-      "updated_at": "2026-01-17",
+      "updated_at": "2026-01-19",
      "url": "https://openwebui.com/posts/async_context_compression_b1655bc8"
    },
    {
@@ -82,10 +83,10 @@
      "version": "0.4.3",
      "author": "Fu-Jie",
      "description": "Export current conversation from Markdown to Word (.docx) with Mermaid diagrams rendered client-side (Mermaid.js, SVG+PNG), LaTeX math, real hyperlinks, improved tables, syntax highlighting, and blockquote support.",
-      "downloads": 134,
-      "views": 1255,
-      "upvotes": 6,
-      "saves": 15,
+      "downloads": 168,
+      "views": 1449,
+      "upvotes": 8,
+      "saves": 17,
      "comments": 0,
      "created_at": "2026-01-03",
      "updated_at": "2026-01-17",
@@ -98,10 +99,10 @@
      "version": "0.2.4",
      "author": "Fu-Jie",
      "description": "Quickly generates beautiful flashcards from text, extracting key points and categories.",
-      "downloads": 132,
-      "views": 2269,
-      "upvotes": 8,
-      "saves": 10,
+      "downloads": 143,
+      "views": 2386,
+      "upvotes": 10,
+      "saves": 12,
      "comments": 2,
      "created_at": "2025-12-30",
      "updated_at": "2026-01-17",
@@ -111,34 +112,18 @@
      "title": "Markdown Normalizer",
      "slug": "markdown_normalizer_baaa8732",
      "type": "action",
-      "version": "1.2.2",
+      "version": "1.2.4",
      "author": "Fu-Jie",
      "description": "A content normalizer filter that fixes common Markdown formatting issues in LLM outputs, such as broken code blocks, LaTeX formulas, and list formatting.",
-      "downloads": 63,
-      "views": 1746,
-      "upvotes": 9,
-      "saves": 15,
+      "downloads": 95,
+      "views": 2228,
+      "upvotes": 10,
+      "saves": 17,
      "comments": 5,
      "created_at": "2026-01-12",
-      "updated_at": "2026-01-17",
+      "updated_at": "2026-01-19",
      "url": "https://openwebui.com/posts/markdown_normalizer_baaa8732"
    },
-    {
-      "title": "导出为 Word (增强版)",
-      "slug": "导出为_word_支持公式流程图表格和代码块_8a6306c0",
-      "type": "action",
-      "version": "0.4.3",
-      "author": "Fu-Jie",
-      "description": "将对话导出为 Word (.docx)，支持 Mermaid 图表 (客户端渲染 SVG+PNG)、LaTeX 数学公式、真实超链接、增强表格格式、代码高亮和引用块。",
-      "downloads": 62,
-      "views": 1262,
-      "upvotes": 10,
-      "saves": 3,
-      "comments": 1,
-      "created_at": "2026-01-04",
-      "updated_at": "2026-01-17",
-      "url": "https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0"
-    },
    {
      "title": "Deep Dive",
      "slug": "deep_dive_c0b846e4",
@@ -146,15 +131,31 @@
      "version": "1.0.0",
      "author": "Fu-Jie",
      "description": "A comprehensive thinking lens that dives deep into any content - from context to logic, insights, and action paths.",
-      "downloads": 58,
-      "views": 605,
-      "upvotes": 3,
-      "saves": 5,
+      "downloads": 71,
+      "views": 703,
+      "upvotes": 4,
+      "saves": 7,
      "comments": 0,
      "created_at": "2026-01-08",
      "updated_at": "2026-01-08",
      "url": "https://openwebui.com/posts/deep_dive_c0b846e4"
    },
+    {
+      "title": "导出为 Word (增强版)",
+      "slug": "导出为_word_支持公式流程图表格和代码块_8a6306c0",
+      "type": "action",
+      "version": "0.4.3",
+      "author": "Fu-Jie",
+      "description": "将对话导出为 Word (.docx)，支持 Mermaid 图表 (客户端渲染 SVG+PNG)、LaTeX 数学公式、真实超链接、增强表格格式、代码高亮和引用块。",
+      "downloads": 65,
+      "views": 1329,
+      "upvotes": 11,
+      "saves": 3,
+      "comments": 1,
+      "created_at": "2026-01-04",
+      "updated_at": "2026-01-17",
+      "url": "https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0"
+    },
    {
      "title": "📊 智能信息图 (AntV Infographic)",
      "slug": "智能信息图_e04a48ff",
@@ -162,9 +163,9 @@
      "version": "1.4.9",
      "author": "Fu-Jie",
      "description": "基于 AntV Infographic 的智能信息图生成插件。支持多种专业模板，自动图标匹配，并提供 SVG/PNG 下载功能。",
-      "downloads": 41,
-      "views": 654,
-      "upvotes": 5,
+      "downloads": 43,
+      "views": 702,
+      "upvotes": 6,
      "saves": 0,
      "comments": 0,
      "created_at": "2025-12-28",
@@ -178,9 +179,9 @@
      "version": "0.9.1",
      "author": "Fu-Jie",
      "description": "智能分析文本内容,生成交互式思维导图,帮助用户结构化和可视化知识。",
-      "downloads": 22,
-      "views": 392,
-      "upvotes": 2,
+      "downloads": 24,
+      "views": 406,
+      "upvotes": 3,
      "saves": 1,
      "comments": 0,
      "created_at": "2025-12-31",
@@ -195,8 +196,8 @@
      "author": "Fu-Jie",
      "description": "快速将文本提炼为精美的学习记忆卡片，支持核心要点提取与分类。",
      "downloads": 16,
-      "views": 430,
-      "upvotes": 4,
+      "views": 452,
+      "upvotes": 5,
      "saves": 1,
      "comments": 0,
      "created_at": "2025-12-30",
@@ -206,17 +207,17 @@
    {
      "title": "异步上下文压缩",
      "slug": "异步上下文压缩_5c0617cb",
-      "type": "action",
-      "version": "1.1.3",
+      "type": "filter",
+      "version": "1.2.0",
      "author": "Fu-Jie",
      "description": "通过智能摘要和消息压缩，降低长对话的 token 消耗，同时保持对话连贯性。",
      "downloads": 14,
-      "views": 340,
-      "upvotes": 4,
+      "views": 374,
+      "upvotes": 5,
      "saves": 1,
      "comments": 0,
      "created_at": "2025-11-08",
-      "updated_at": "2026-01-17",
+      "updated_at": "2026-01-19",
      "url": "https://openwebui.com/posts/异步上下文压缩_5c0617cb"
    },
    {
@@ -227,8 +228,8 @@
      "author": "Fu-Jie",
      "description": "全方位的思维透镜 —— 从背景全景到逻辑脉络，从深度洞察到行动路径。",
      "downloads": 6,
-      "views": 254,
-      "upvotes": 2,
+      "views": 261,
+      "upvotes": 3,
      "saves": 1,
      "comments": 0,
      "created_at": "2026-01-08",
@@ -243,8 +244,8 @@
      "author": "",
      "description": "",
      "downloads": 0,
-      "views": 46,
-      "upvotes": 0,
+      "views": 62,
+      "upvotes": 1,
      "saves": 0,
      "comments": 0,
      "created_at": "2026-01-14",
@@ -259,9 +260,9 @@
      "author": "",
      "description": "",
      "downloads": 0,
-      "views": 1154,
-      "upvotes": 11,
-      "saves": 7,
+      "views": 1208,
+      "upvotes": 12,
+      "saves": 8,
      "comments": 2,
      "created_at": "2026-01-10",
      "updated_at": "2026-01-10",
@@ -273,10 +274,10 @@
    "name": "Fu-Jie",
    "profile_url": "https://openwebui.com/u/Fu-Jie",
    "profile_image": "https://community.s3.openwebui.com/uploads/users/b15d1348-4347-42b4-b815-e053342d6cb0/profile_d9510745-4bd4-4f8f-a997-4a21847d9300.webp",
-    "followers": 119,
+    "followers": 137,
    "following": 2,
-    "total_points": 113,
-    "post_points": 97,
+    "total_points": 134,
+    "post_points": 118,
    "comment_points": 16,
    "contributions": 25
  }
--- a/docs/community-stats.md
+++ b/docs/community-stats.md
@@ -1,40 +1,41 @@
 # 📊 OpenWebUI Community Stats Report

-> 📅 Updated: 2026-01-18 00:08
+> 📅 Updated: 2026-01-20 17:15

 ## 📈 Overview

 | Metric | Value |
 |------|------|
 | 📝 Total Posts | 16 |
-| ⬇️ Total Downloads | 1659 |
-| 👁️ Total Views | 19990 |
-| 👍 Total Upvotes | 99 |
-| 💾 Total Saves | 126 |
-| 💬 Total Comments | 23 |
+| ⬇️ Total Downloads | 1878 |
+| 👁️ Total Views | 22027 |
+| 👍 Total Upvotes | 120 |
+| 💾 Total Saves | 147 |
+| 💬 Total Comments | 24 |

 ## 📂 By Type

- **action**: 14
+- **filter**: 1
+- **action**: 13
 - **unknown**: 2

 ## 📋 Posts List

 | Rank | Title | Type | Version | Downloads | Views | Upvotes | Saves | Updated |
 |:---:|------|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
-| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.1 | 507 | 4641 | 14 | 28 | 2026-01-17 |
-| 2 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.4.9 | 228 | 2285 | 11 | 16 | 2026-01-17 |
-| 3 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 202 | 751 | 3 | 5 | 2026-01-07 |
-| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.1.3 | 174 | 1906 | 7 | 18 | 2026-01-17 |
-| 5 | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.3 | 134 | 1255 | 6 | 15 | 2026-01-17 |
-| 6 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 132 | 2269 | 8 | 10 | 2026-01-17 |
-| 7 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.2 | 63 | 1746 | 9 | 15 | 2026-01-17 |
-| 8 | [导出为 Word (增强版)](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.3 | 62 | 1262 | 10 | 3 | 2026-01-17 |
-| 9 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 58 | 605 | 3 | 5 | 2026-01-08 |
-| 10 | [📊 智能信息图 (AntV Infographic)](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.4.9 | 41 | 654 | 5 | 0 | 2026-01-17 |
-| 11 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.1 | 22 | 392 | 2 | 1 | 2026-01-17 |
-| 12 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 16 | 430 | 4 | 1 | 2026-01-17 |
-| 13 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | 1.1.3 | 14 | 340 | 4 | 1 | 2026-01-17 |
-| 14 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 6 | 254 | 2 | 1 | 2026-01-08 |
-| 15 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 46 | 0 | 0 | 2026-01-14 |
-| 16 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1154 | 11 | 7 | 2026-01-10 |
+| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.1 | 550 | 4933 | 15 | 30 | 2026-01-17 |
+| 2 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.4.9 | 281 | 2651 | 14 | 21 | 2026-01-18 |
+| 3 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 213 | 835 | 4 | 6 | 2026-01-07 |
+| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.2.0 | 189 | 2048 | 9 | 22 | 2026-01-19 |
+| 5 | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.3 | 168 | 1449 | 8 | 17 | 2026-01-17 |
+| 6 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 143 | 2386 | 10 | 12 | 2026-01-17 |
+| 7 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.4 | 95 | 2228 | 10 | 17 | 2026-01-19 |
+| 8 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 71 | 703 | 4 | 7 | 2026-01-08 |
+| 9 | [导出为 Word (增强版)](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.3 | 65 | 1329 | 11 | 3 | 2026-01-17 |
+| 10 | [📊 智能信息图 (AntV Infographic)](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.4.9 | 43 | 702 | 6 | 0 | 2026-01-17 |
+| 11 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.1 | 24 | 406 | 3 | 1 | 2026-01-17 |
+| 12 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 16 | 452 | 5 | 1 | 2026-01-17 |
+| 13 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | filter | 1.2.0 | 14 | 374 | 5 | 1 | 2026-01-19 |
+| 14 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 6 | 261 | 3 | 1 | 2026-01-08 |
+| 15 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 62 | 1 | 0 | 2026-01-14 |
+| 16 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1208 | 12 | 8 | 2026-01-10 |
--- a/docs/community-stats.zh.md
+++ b/docs/community-stats.zh.md
@@ -1,40 +1,41 @@
 # 📊 OpenWebUI 社区统计报告

-> 📅 更新时间: 2026-01-18 00:08
+> 📅 更新时间: 2026-01-20 17:15

 ## 📈 总览

 | 指标 | 数值 |
 |------|------|
 | 📝 发布数量 | 16 |
-| ⬇️ 总下载量 | 1659 |
-| 👁️ 总浏览量 | 19990 |
-| 👍 总点赞数 | 99 |
-| 💾 总收藏数 | 126 |
-| 💬 总评论数 | 23 |
+| ⬇️ 总下载量 | 1878 |
+| 👁️ 总浏览量 | 22027 |
+| 👍 总点赞数 | 120 |
+| 💾 总收藏数 | 147 |
+| 💬 总评论数 | 24 |

 ## 📂 按类型分类

- **action**: 14
+- **filter**: 1
+- **action**: 13
 - **unknown**: 2

 ## 📋 发布列表

 | 排名 | 标题 | 类型 | 版本 | 下载 | 浏览 | 点赞 | 收藏 | 更新日期 |
 |:---:|------|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
-| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.1 | 507 | 4641 | 14 | 28 | 2026-01-17 |
-| 2 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.4.9 | 228 | 2285 | 11 | 16 | 2026-01-17 |
-| 3 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 202 | 751 | 3 | 5 | 2026-01-07 |
-| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.1.3 | 174 | 1906 | 7 | 18 | 2026-01-17 |
-| 5 | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.3 | 134 | 1255 | 6 | 15 | 2026-01-17 |
-| 6 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 132 | 2269 | 8 | 10 | 2026-01-17 |
-| 7 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.2 | 63 | 1746 | 9 | 15 | 2026-01-17 |
-| 8 | [导出为 Word (增强版)](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.3 | 62 | 1262 | 10 | 3 | 2026-01-17 |
-| 9 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 58 | 605 | 3 | 5 | 2026-01-08 |
-| 10 | [📊 智能信息图 (AntV Infographic)](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.4.9 | 41 | 654 | 5 | 0 | 2026-01-17 |
-| 11 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.1 | 22 | 392 | 2 | 1 | 2026-01-17 |
-| 12 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 16 | 430 | 4 | 1 | 2026-01-17 |
-| 13 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | action | 1.1.3 | 14 | 340 | 4 | 1 | 2026-01-17 |
-| 14 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 6 | 254 | 2 | 1 | 2026-01-08 |
-| 15 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 46 | 0 | 0 | 2026-01-14 |
-| 16 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1154 | 11 | 7 | 2026-01-10 |
+| 1 | [Smart Mind Map](https://openwebui.com/posts/turn_any_text_into_beautiful_mind_maps_3094c59a) | action | 0.9.1 | 550 | 4933 | 15 | 30 | 2026-01-17 |
+| 2 | [📊 Smart Infographic (AntV)](https://openwebui.com/posts/smart_infographic_ad6f0c7f) | action | 1.4.9 | 281 | 2651 | 14 | 21 | 2026-01-18 |
+| 3 | [Export to Excel](https://openwebui.com/posts/export_mulit_table_to_excel_244b8f9d) | action | 0.3.7 | 213 | 835 | 4 | 6 | 2026-01-07 |
+| 4 | [Async Context Compression](https://openwebui.com/posts/async_context_compression_b1655bc8) | action | 1.2.0 | 189 | 2048 | 9 | 22 | 2026-01-19 |
+| 5 | [Export to Word (Enhanced)](https://openwebui.com/posts/export_to_word_enhanced_formatting_fca6a315) | action | 0.4.3 | 168 | 1449 | 8 | 17 | 2026-01-17 |
+| 6 | [Flash Card](https://openwebui.com/posts/flash_card_65a2ea8f) | action | 0.2.4 | 143 | 2386 | 10 | 12 | 2026-01-17 |
+| 7 | [Markdown Normalizer](https://openwebui.com/posts/markdown_normalizer_baaa8732) | action | 1.2.4 | 95 | 2228 | 10 | 17 | 2026-01-19 |
+| 8 | [Deep Dive](https://openwebui.com/posts/deep_dive_c0b846e4) | action | 1.0.0 | 71 | 703 | 4 | 7 | 2026-01-08 |
+| 9 | [导出为 Word (增强版)](https://openwebui.com/posts/导出为_word_支持公式流程图表格和代码块_8a6306c0) | action | 0.4.3 | 65 | 1329 | 11 | 3 | 2026-01-17 |
+| 10 | [📊 智能信息图 (AntV Infographic)](https://openwebui.com/posts/智能信息图_e04a48ff) | action | 1.4.9 | 43 | 702 | 6 | 0 | 2026-01-17 |
+| 11 | [思维导图](https://openwebui.com/posts/智能生成交互式思维导图帮助用户可视化知识_8d4b097b) | action | 0.9.1 | 24 | 406 | 3 | 1 | 2026-01-17 |
+| 12 | [闪记卡 (Flash Card)](https://openwebui.com/posts/闪记卡生成插件_4a31eac3) | action | 0.2.4 | 16 | 452 | 5 | 1 | 2026-01-17 |
+| 13 | [异步上下文压缩](https://openwebui.com/posts/异步上下文压缩_5c0617cb) | filter | 1.2.0 | 14 | 374 | 5 | 1 | 2026-01-19 |
+| 14 | [精读](https://openwebui.com/posts/精读_99830b0f) | action | 1.0.0 | 6 | 261 | 3 | 1 | 2026-01-08 |
+| 15 | [Review of Claude Haiku 4.5](https://openwebui.com/posts/review_of_claude_haiku_45_41b0db39) | unknown |  | 0 | 62 | 1 | 0 | 2026-01-14 |
+| 16 | [ 🛠️ Debug Open WebUI Plugins in Your Browser](https://openwebui.com/posts/debug_open_webui_plugins_in_your_browser_81bf7960) | unknown |  | 0 | 1208 | 12 | 8 | 2026-01-10 |
--- a/docs/plugins/filters/async-context-compression.md
+++ b/docs/plugins/filters/async-context-compression.md
@@ -1,7 +1,7 @@
 # Async Context Compression

 <span class="category-badge filter">Filter</span>
-<span class="version-badge">v1.1.3</span>
+<span class="version-badge">v1.2.1</span>

 Reduces token consumption in long conversations through intelligent summarization while maintaining conversational coherence.

@@ -34,6 +34,12 @@ This is especially useful for:
 - :material-check-all: **Open WebUI v0.7.x Compatibility**: Dynamic DB session handling
 - :material-account-convert: **Improved Compatibility**: Summary role changed to `assistant`
 - :material-shield-check: **Enhanced Stability**: Resolved race conditions in state management
+- :material-ruler: **Preflight Context Check**: Validates context fit before sending
+- :material-format-align-justify: **Structure-Aware Trimming**: Preserves document structure
+- :material-content-cut: **Native Tool Output Trimming**: Trims verbose tool outputs (Note: Non-native tool outputs are not fully injected into context)
+- :material-chart-bar: **Detailed Token Logging**: Granular token breakdown
+- :material-account-search: **Smart Model Matching**: Inherit config from base models
+- :material-image-off: **Multimodal Support**: Images are preserved but tokens are **NOT** calculated

 ---

@@ -64,10 +70,14 @@ graph TD

 | Option | Type | Default | Description |
 |--------|------|---------|-------------|
-| `token_threshold` | integer | `4000` | Trigger compression above this token count |
-| `preserve_recent` | integer | `5` | Number of recent messages to keep uncompressed |
-| `summary_model` | string | `"auto"` | Model to use for summarization |
-| `compression_ratio` | float | `0.3` | Target compression ratio |
+| `compression_threshold_tokens` | integer | `64000` | Trigger compression above this token count |
+| `max_context_tokens` | integer | `128000` | Hard limit for context |
+| `keep_first` | integer | `1` | Always keep the first N messages |
+| `keep_last` | integer | `6` | Always keep the last N messages |
+| `summary_model` | string | `None` | Model to use for summarization |
+| `summary_model_max_context` | integer | `0` | Max context tokens for summary model |
+| `max_summary_tokens` | integer | `16384` | Maximum tokens for the summary |
+| `enable_tool_output_trimming` | boolean | `false` | Enable trimming of large tool outputs |

 ---

--- a/docs/plugins/filters/async-context-compression.zh.md
+++ b/docs/plugins/filters/async-context-compression.zh.md
@@ -1,7 +1,7 @@
 # Async Context Compression（异步上下文压缩）

 <span class="category-badge filter">Filter</span>
-<span class="version-badge">v1.1.3</span>
+<span class="version-badge">v1.2.1</span>

 通过智能摘要减少长对话的 token 消耗，同时保持对话连贯。

@@ -34,6 +34,12 @@ Async Context Compression 过滤器通过以下方式帮助管理长对话的 to
 - :material-check-all: **Open WebUI v0.7.x 兼容性**：动态数据库会话处理
 - :material-account-convert: **兼容性提升**：摘要角色改为 `assistant`
 - :material-shield-check: **稳定性增强**：解决状态管理竞态条件
+- :material-ruler: **预检上下文检查**：发送前验证上下文是否超限
+- :material-format-align-justify: **结构感知裁剪**：保留文档结构的智能裁剪
+- :material-content-cut: **原生工具输出裁剪**：自动裁剪冗长的工具输出（注意：非原生工具调用输出不会完整注入上下文）
+- :material-chart-bar: **详细 Token 日志**：提供细粒度的 Token 统计
+- :material-account-search: **智能模型匹配**：自定义模型自动继承基础模型配置
+- :material-image-off: **多模态支持**：图片内容保留但 Token **不参与计算**

 ---

@@ -64,10 +70,14 @@ graph TD

 | 选项 | 类型 | 默认值 | 说明 |
 |--------|------|---------|-------------|
-| `token_threshold` | integer | `4000` | 超过该 token 数触发压缩 |
-| `preserve_recent` | integer | `5` | 保留不压缩的最近消息数量 |
-| `summary_model` | string | `"auto"` | 用于摘要的模型 |
-| `compression_ratio` | float | `0.3` | 目标压缩比例 |
+| `compression_threshold_tokens` | integer | `64000` | 超过该 token 数触发压缩 |
+| `max_context_tokens` | integer | `128000` | 上下文硬性上限 |
+| `keep_first` | integer | `1` | 始终保留的前 N 条消息 |
+| `keep_last` | integer | `6` | 始终保留的后 N 条消息 |
+| `summary_model` | string | `None` | 用于摘要的模型 |
+| `summary_model_max_context` | integer | `0` | 摘要模型的最大上下文 Token 数 |
+| `max_summary_tokens` | integer | `16384` | 摘要的最大 token 数 |
+| `enable_tool_output_trimming` | boolean | `false` | 启用长工具输出裁剪 |

 ---

--- a/docs/plugins/filters/index.md
+++ b/docs/plugins/filters/index.md
@@ -22,7 +22,7 @@ Filters act as middleware in the message pipeline:

    Reduces token consumption in long conversations through intelligent summarization while maintaining coherence.

-    **Version:** 1.1.3
+    **Version:** 1.2.1

    [:octicons-arrow-right-24: Documentation](async-context-compression.md)

@@ -44,7 +44,7 @@ Filters act as middleware in the message pipeline:

    Fixes common Markdown formatting issues in LLM outputs, including Mermaid syntax, code blocks, and LaTeX formulas.

-    **Version:** 1.2.3
+    **Version:** 1.2.4

    [:octicons-arrow-right-24: Documentation](markdown_normalizer.md)

--- a/docs/plugins/filters/index.zh.md
+++ b/docs/plugins/filters/index.zh.md
@@ -22,7 +22,7 @@ Filter 充当消息管线中的中间件：

    通过智能总结减少长对话的 token 消耗，同时保持连贯性。

-    **版本：** 1.1.3
+    **版本：** 1.2.1

    [:octicons-arrow-right-24: 查看文档](async-context-compression.md)

@@ -44,7 +44,7 @@ Filter 充当消息管线中的中间件：

    修复 LLM 输出中常见的 Markdown 格式问题，包括 Mermaid 语法、代码块和 LaTeX 公式。

-    **版本：** 1.2.3
+    **版本：** 1.2.4

    [:octicons-arrow-right-24: 查看文档](markdown_normalizer.zh.md)

--- a/docs/plugins/filters/markdown_normalizer.md
+++ b/docs/plugins/filters/markdown_normalizer.md
@@ -51,6 +51,10 @@ A content normalizer filter for Open WebUI that fixes common Markdown formatting

 ## Changelog

+### v1.2.4
+
+* **Documentation Updates**: Synchronized version numbers across all documentation and code files.
+
 ### v1.2.3

 * **List Marker Protection Enhancement**: Fixed a bug where list markers (`*`) followed by plain text and emphasis were having their spaces incorrectly stripped (e.g., `*   U16 forward` became `*U16 forward`).
--- a/docs/plugins/filters/markdown_normalizer.zh.md
+++ b/docs/plugins/filters/markdown_normalizer.zh.md
@@ -51,6 +51,10 @@

 ## 更新日志

+### v1.2.4
+
+* **文档更新**: 同步了所有文档和代码文件的版本号。
+
 ### v1.2.3

 * **列表标记保护增强**: 修复了列表标记 (`*`) 后跟普通文本和强调标记时，空格被错误剥离的问题（例如 `*   U16 前锋` 变成 `*U16 前锋`）。
--- a/plugins/actions/infographic/infographic.png
+++ b/plugins/actions/infographic/infographic.png
--- a/plugins/filters/async-context-compression/README.md
+++ b/plugins/filters/async-context-compression/README.md
@@ -1,26 +1,30 @@
 # Async Context Compression Filter

-**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 1.1.3 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 1.2.1 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT

 This filter reduces token consumption in long conversations through intelligent summarization and message compression while keeping conversations coherent.

+## What's new in 1.2.1
+
+- **Smart Configuration**: Automatically detects base model settings for custom models and adds `summary_model_max_context` for independent summary limits.
+- **Performance & Refactoring**: Optimized threshold parsing with caching, removed redundant code, and improved LLM response handling (JSONResponse support).
+- **Bug Fixes & Modernization**: Fixed `datetime` deprecation warnings, corrected type annotations, and replaced print statements with proper logging.
+
+## What's new in 1.2.0
+
+- **Preflight Context Check**: Before sending to the model, validates that total tokens fit within the context window. Automatically trims or drops oldest messages if exceeded.
+- **Structure-Aware Assistant Trimming**: When context exceeds the limit, long AI responses are intelligently collapsed while preserving their structure (headers H1-H6, first line, last line).
+- **Native Tool Output Trimming**: Detects and trims native tool outputs (`function_calling: "native"`), extracting only the final answer. Enable via `enable_tool_output_trimming`. **Note**: Non-native tool outputs are not fully injected into context.
+- **Consolidated Status Notifications**: Unified "Context Usage" and "Context Summary Updated" notifications with appended warnings (e.g., `| ⚠️ High Usage`) for clearer feedback.
+- **Context Usage Warning**: Emits a warning notification when context usage exceeds 90%.
+- **Enhanced Header Detection**: Optimized regex (`^#{1,6}\s+`) to avoid false positives like `#hashtag`.
+- **Detailed Token Logging**: Logs now show token breakdown for System, Head, Summary, and Tail sections with total.
+
 ## What's new in 1.1.3
 - **Improved Compatibility**: Changed summary injection role from `user` to `assistant` for better compatibility across different LLMs.
 - **Enhanced Stability**: Fixed a race condition in state management that could cause "inlet state not found" warnings in high-concurrency scenarios.
 - **Bug Fixes**: Corrected default model handling to prevent misleading logs when no model is specified.

-## What's new in 1.1.2
-
- **Open WebUI v0.7.x Compatibility**: Resolved a critical database session binding error affecting Open WebUI v0.7.x users. The plugin now dynamically discovers the database engine and session context, ensuring compatibility across versions.
- **Enhanced Error Reporting**: Errors during background summary generation are now reported via both the status bar and browser console.
- **Robust Model Handling**: Improved handling of missing or invalid model IDs to prevent crashes.
-
-## What's new in 1.1.1
-
- **Frontend Debugging**: Added `show_debug_log` option to print debug info to the browser console (F12).
- **Optimized Compression**: Improved token calculation logic to prevent aggressive truncation of history, ensuring more context is retained.
-
-

 ---

@@ -31,6 +35,12 @@ This filter reduces token consumption in long conversations through intelligent
 - ✅ Persistent storage via Open WebUI's shared database connection (PostgreSQL, SQLite, etc.).
 - ✅ Flexible retention policy to keep the first and last N messages.
 - ✅ Smart injection of historical summaries back into the context.
+- ✅ Structure-aware trimming that preserves document structure (headers, intro, conclusion).
+- ✅ Native tool output trimming for cleaner context when using function calling.
+- ✅ Real-time context usage monitoring with warning notifications (>90%).
+- ✅ Detailed token logging for precise debugging and optimization.
+- ✅ **Smart Model Matching**: Automatically inherits configuration from base models for custom presets.
+- ⚠ **Multimodal Support**: Images are preserved but their tokens are **NOT** calculated. Please adjust thresholds accordingly.

 ---

@@ -61,9 +71,11 @@ It is recommended to keep this filter early in the chain so it runs before filte
 | `keep_first`                   | `1`      | Always keep the first N messages (protects system prompts).                                                                                                           |
 | `keep_last`                    | `6`      | Always keep the last N messages to preserve recent context.                                                                                                           |
 | `summary_model`                | `None`   | Model for summaries. Strongly recommended to set a fast, economical model (e.g., `gemini-2.5-flash`, `deepseek-v3`). Falls back to the current chat model when empty. |
-| `max_summary_tokens`           | `4000`   | Maximum tokens for the generated summary.                                                                                                                             |
+| `summary_model_max_context`    | `0`      | Max context tokens for the summary model. If 0, falls back to `model_thresholds` or global `max_context_tokens`.                                                      |
+| `max_summary_tokens`           | `16384`  | Maximum tokens for the generated summary.                                                                                                                             |
 | `summary_temperature`          | `0.3`    | Randomness for summary generation. Lower is more deterministic.                                                                                                       |
 | `model_thresholds`             | `{}`     | Per-model overrides for `compression_threshold_tokens` and `max_context_tokens` (useful for mixed models).                                                            |
+| `enable_tool_output_trimming`  | `false`  | When enabled and `function_calling: "native"` is active, trims verbose tool outputs to extract only the final answer.                                                 |
 | `debug_mode`                   | `true`   | Log verbose debug info. Set to `false` in production.                                                                                                                 |
 | `show_debug_log`               | `false`  | Print debug logs to browser console (F12). Useful for frontend debugging.                                                                                             |

--- a/plugins/filters/async-context-compression/README_CN.md
+++ b/plugins/filters/async-context-compression/README_CN.md
@@ -1,28 +1,32 @@
 # 异步上下文压缩过滤器

-**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 1.1.3 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 1.2.1 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT

 > **重要提示**：为了确保所有过滤器的可维护性和易用性，每个过滤器都应附带清晰、完整的文档，以确保其功能、配置和使用方法得到充分说明。

 本过滤器通过智能摘要和消息压缩技术，在保持对话连贯性的同时，显著降低长对话的 Token 消耗。

+## 1.2.1 版本更新
+
+- **智能配置增强**: 自动检测自定义模型的基础模型配置，并新增 `summary_model_max_context` 参数以独立控制摘要模型的上下文限制。
+- **性能优化与重构**: 重构了阈值解析逻辑并增加缓存，移除了冗余的处理代码，并增强了 LLM 响应处理（支持 JSONResponse）。
+- **稳定性改进**: 修复了 `datetime` 弃用警告，修正了类型注解，并将 print 语句替换为标准日志记录。
+
+## 1.2.0 版本更新
+
+- **预检上下文检查 (Preflight Context Check)**: 在发送给模型之前，验证总 Token 是否符合上下文窗口。如果超出，自动裁剪或丢弃最旧的消息。
+- **结构感知助手裁剪 (Structure-Aware Assistant Trimming)**: 当上下文超出限制时，智能折叠过长的 AI 回复，同时保留其结构（标题 H1-H6、首行、尾行）。
+- **原生工具输出裁剪 (Native Tool Output Trimming)**: 检测并裁剪原生工具输出 (`function_calling: "native"`)，仅提取最终答案。通过 `enable_tool_output_trimming` 启用。**注意**：非原生工具调用输出不会完整注入上下文。
+- **统一状态通知**: 统一了“上下文使用情况”和“上下文摘要更新”的通知，并附加警告（例如 `| ⚠️ 高负载`），反馈更清晰。
+- **上下文使用警告**: 当上下文使用率超过 90% 时发出警告通知。
+- **增强的标题检测**: 优化了正则表达式 (`^#{1,6}\s+`) 以避免误判（如 `#hashtag`）。
+- **详细 Token 日志**: 日志现在显示 System、Head、Summary 和 Tail 部分的 Token 细分及总计。
+
 ## 1.1.3 版本更新
 - **兼容性提升**: 将摘要注入角色从 `user` 改为 `assistant`，以提高在不同 LLM 之间的兼容性。
 - **稳定性增强**: 修复了状态管理中的竞态条件，解决了高并发场景下可能出现的“无法获取 inlet 状态”警告。
 - **Bug 修复**: 修正了默认模型处理逻辑，防止在未指定模型时产生误导性日志。

-## 1.1.2 版本更新
-
- **Open WebUI v0.7.x 兼容性**: 修复了影响 Open WebUI v0.7.x 用户的严重数据库会话绑定错误。插件现在动态发现数据库引擎和会话上下文，确保跨版本兼容性。
- **增强错误报告**: 后台摘要生成过程中的错误现在会通过状态栏和浏览器控制台同时报告。
- **健壮的模型处理**: 改进了对缺失或无效模型 ID 的处理，防止程序崩溃。
-
-## 1.1.1 版本更新
-
- **前端调试**: 新增 `show_debug_log` 选项，支持在浏览器控制台 (F12) 打印调试信息。
- **压缩优化**: 优化 Token 计算逻辑，防止历史记录被过度截断，保留更多上下文。
-
-

 ---

@@ -33,6 +37,12 @@
 - ✅ **持久化存储**: 复用 Open WebUI 共享数据库连接，自动支持 PostgreSQL/SQLite 等。
 - ✅ **灵活保留策略**: 可配置保留对话头部和尾部消息，确保关键信息连贯。
 - ✅ **智能注入**: 将历史摘要智能注入到新上下文中。
+- ✅ **结构感知裁剪**: 智能折叠过长消息，保留文档骨架（标题、首尾）。
+- ✅ **原生工具输出裁剪**: 支持裁剪冗长的工具调用输出。
+- ✅ **实时监控**: 实时监控上下文使用情况，超过 90% 发出警告。
+- ✅ **详细日志**: 提供精确的 Token 统计日志，便于调试。
+- ✅ **智能模型匹配**: 自定义模型自动继承基础模型的阈值配置。
+- ⚠ **多模态支持**: 图片内容会被保留，但其 Token **不参与计算**。请相应调整阈值。

 详细的工作原理和流程请参考 [工作流程指南](WORKFLOW_GUIDE_CN.md)。

@@ -74,6 +84,7 @@
 | 参数                  | 默认值  | 描述                                                                                                                                        |
 | :-------------------- | :------ | :------------------------------------------------------------------------------------------------------------------------------------------ |
 | `summary_model`       | `None`  | 用于生成摘要的模型 ID。**强烈建议**配置快速、经济、上下文窗口大的模型（如 `gemini-2.5-flash`、`deepseek-v3`）。留空则尝试复用当前对话模型。 |
+| `summary_model_max_context` | `0`     | 摘要模型的最大上下文 Token 数。如果为 0，则回退到 `model_thresholds` 或全局 `max_context_tokens`。                                          |
 | `max_summary_tokens`  | `16384` | 生成摘要时允许的最大 Token 数。                                                                                                             |
 | `summary_temperature` | `0.1`   | 控制摘要生成的随机性，较低的值结果更稳定。                                                                                                  |

@@ -100,15 +111,12 @@
 }
 ```

-#### `debug_mode`
-
- **默认值**: `true`
- **描述**: 是否在 Open WebUI 的控制台日志中打印详细的调试信息（如 Token 计数、压缩进度、数据库操作等）。生产环境建议设为 `false`。
-
-#### `show_debug_log`
-
- **默认值**: `false`
- **描述**: 是否在浏览器控制台 (F12) 打印调试日志。便于前端调试。
+| 参数                           | 默认值   | 描述                                                                                                                                    |
+| :----------------------------- | :------- | :-------------------------------------------------------------------------------------------------------------------------------------- |
+| `enable_tool_output_trimming`  | `false`  | 启用时，若 `function_calling: "native"` 激活，将裁剪冗长的工具输出以仅提取最终答案。                                                        |
+| `debug_mode`                   | `true`   | 是否在 Open WebUI 的控制台日志中打印详细的调试信息（如 Token 计数、压缩进度、数据库操作等）。生产环境建议设为 `false`。 |
+| `show_debug_log`               | `false`  | 是否在浏览器控制台 (F12) 打印调试日志。便于前端调试。                                                                   |
+| `show_token_usage_status`      | `true`   | 是否在对话结束时显示 Token 使用情况的状态通知。                                                                         |

 ---

--- a/plugins/filters/async-context-compression/async_context_compression.py
+++ b/plugins/filters/async-context-compression/async_context_compression.py
--- a/plugins/filters/async-context-compression/async_context_compression_cn.py
+++ b/plugins/filters/async-context-compression/async_context_compression_cn.py
--- a/plugins/filters/markdown_normalizer/README.md
+++ b/plugins/filters/markdown_normalizer/README.md
@@ -1,6 +1,6 @@
 # Markdown Normalizer Filter

-**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 1.2.2 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT
+**Author:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **Version:** 1.2.4 | **Project:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **License:** MIT

 A content normalizer filter for Open WebUI that fixes common Markdown formatting issues in LLM outputs. It ensures that code blocks, LaTeX formulas, Mermaid diagrams, and other Markdown elements are rendered correctly.

@@ -43,7 +43,7 @@ A content normalizer filter for Open WebUI that fixes common Markdown formatting
 * `enable_heading_fix`: Fix missing space in headings.
 * `enable_table_fix`: Fix missing closing pipe in tables.
 * `enable_xml_tag_cleanup`: Cleanup leftover XML tags.
-* `enable_emphasis_spacing_fix`: Fix extra spaces in emphasis (default: True).
+* `enable_emphasis_spacing_fix`: Fix extra spaces in emphasis (default: False).
 * `show_status`: Show status notification when fixes are applied.
 * `show_debug_log`: Print debug logs to browser console.

@@ -53,6 +53,10 @@ A content normalizer filter for Open WebUI that fixes common Markdown formatting

 ## Changelog

+### v1.2.4
+
+* **Documentation Updates**: Synchronized version numbers across all documentation and code files.
+
 ### v1.2.3

 * **List Marker Protection Enhancement**: Fixed a bug where list markers (`*`) followed by plain text and emphasis were having their spaces incorrectly stripped (e.g., `*   U16 forward` became `*U16 forward`).
--- a/plugins/filters/markdown_normalizer/README_CN.md
+++ b/plugins/filters/markdown_normalizer/README_CN.md
@@ -1,6 +1,6 @@
 # Markdown 格式化过滤器 (Markdown Normalizer)

-**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 1.2.2 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT
+**作者:** [Fu-Jie](https://github.com/Fu-Jie/awesome-openwebui) | **版本:** 1.2.4 | **项目:** [Awesome OpenWebUI](https://github.com/Fu-Jie/awesome-openwebui) | **许可证:** MIT

 这是一个用于 Open WebUI 的内容格式化过滤器，旨在修复 LLM 输出中常见的 Markdown 格式问题。它能确保代码块、LaTeX 公式、Mermaid 图表和其他 Markdown 元素被正确渲染。

@@ -53,6 +53,10 @@

 ## 更新日志

+### v1.2.4
+
+* **文档更新**: 同步了所有文档和代码文件的版本号。
+
 ### v1.2.3

 * **列表标记保护增强**: 修复了列表标记 (`*`) 后跟普通文本和强调标记时，空格被错误剥离的问题（例如 `*   U16 前锋` 变成 `*U16 前锋`）。
--- a/plugins/filters/markdown_normalizer/markdown_normalizer.py
+++ b/plugins/filters/markdown_normalizer/markdown_normalizer.py
@@ -3,7 +3,7 @@ title: Markdown Normalizer
 author: Fu-Jie
 author_url: https://github.com/Fu-Jie/awesome-openwebui
 funding_url: https://github.com/open-webui
-version: 1.2.3
+version: 1.2.4
 openwebui_id: baaa8732-9348-40b7-8359-7e009660e23c
 description: A content normalizer filter that fixes common Markdown formatting issues in LLM outputs, such as broken code blocks, LaTeX formulas, and list formatting.
 """
@@ -43,7 +43,7 @@ class NormalizerConfig:
    )
    enable_table_fix: bool = True  # Fix missing closing pipe in tables
    enable_xml_tag_cleanup: bool = True  # Cleanup leftover XML tags
-    enable_emphasis_spacing_fix: bool = True  # Fix spaces inside **emphasis**
+    enable_emphasis_spacing_fix: bool = False  # Fix spaces inside **emphasis**

    # Custom cleaner functions (for advanced extension)
    custom_cleaners: List[Callable[[str], str]] = field(default_factory=list)
@@ -564,7 +564,7 @@ class Filter:
            default=True, description="Cleanup leftover XML tags"
        )
        enable_emphasis_spacing_fix: bool = Field(
-            default=True,
+            default=False,
            description="Fix spaces inside **emphasis** (e.g. ** text ** -> **text**)",
        )
        show_status: bool = Field(
@@ -695,6 +695,15 @@ class Filter:
                if self._contains_html(content):
                    return body

+                # Skip if content contains tool output markers (native function calling)
+                # Pattern: ""&quot;...&quot;"" or tool_call_id or <details type="tool_calls"...>
+                if (
+                    '""&quot;' in content
+                    or "tool_call_id" in content
+                    or '<details type="tool_calls"' in content
+                ):
+                    return body
+
                # Configure normalizer based on valves
                config = NormalizerConfig(
                    enable_escape_fix=self.valves.enable_escape_fix,
--- a/plugins/filters/markdown_normalizer/markdown_normalizer_cn.py
+++ b/plugins/filters/markdown_normalizer/markdown_normalizer_cn.py
@@ -3,7 +3,7 @@ title: Markdown 格式修复器 (Markdown Normalizer)
 author: Fu-Jie
 author_url: https://github.com/Fu-Jie/awesome-openwebui
 funding_url: https://github.com/open-webui
-version: 1.2.3
+version: 1.2.4
 description: 内容规范化过滤器，修复 LLM 输出中常见的 Markdown 格式问题，如损坏的代码块、LaTeX 公式、Mermaid 图表和列表格式。
 """

@@ -24,6 +24,9 @@ class NormalizerConfig:
    """配置类，用于启用/禁用特定的规范化规则"""

    enable_escape_fix: bool = True  # 修复过度的转义字符
+    enable_escape_fix_in_code_blocks: bool = (
+        False  # 在代码块内部应用转义修复 (默认：关闭，以确保安全)
+    )
    enable_thought_tag_fix: bool = True  # 规范化思维链标签
    enable_details_tag_fix: bool = True  # 规范化 <details> 标签（类似思维链标签）
    enable_code_block_fix: bool = True  # 修复代码块格式
@@ -35,7 +38,7 @@ class NormalizerConfig:
    enable_heading_fix: bool = True  # 修复标题中缺失的空格 (#Header -> # Header)
    enable_table_fix: bool = True  # 修复表格中缺失的闭合管道符
    enable_xml_tag_cleanup: bool = True  # 清理残留的 XML 标签
-    enable_emphasis_spacing_fix: bool = True  # 修复 **强调内容** 中的多余空格
+    enable_emphasis_spacing_fix: bool = False  # 修复 **强调内容** 中的多余空格

    # 自定义清理函数 (用于高级扩展)
    custom_cleaners: List[Callable[[str], str]] = field(default_factory=list)
@@ -239,12 +242,27 @@ class ContentNormalizer:
            return content

    def _fix_escape_characters(self, content: str) -> str:
-        """Fix excessive escape characters"""
-        content = content.replace("\\r\\n", "\n")
-        content = content.replace("\\n", "\n")
-        content = content.replace("\\t", "\t")
-        content = content.replace("\\\\", "\\")
-        return content
+        """修复过度的转义字符
+
+        如果 enable_escape_fix_in_code_blocks 为 False (默认)，此方法将仅修复代码块外部的转义字符，
+        以避免破坏有效的代码示例 (例如，带有 \\n 的 JSON 字符串、正则表达式模式等)。
+        """
+        if self.config.enable_escape_fix_in_code_blocks:
+            # 全局应用 (原始行为)
+            content = content.replace("\\r\\n", "\n")
+            content = content.replace("\\n", "\n")
+            content = content.replace("\\t", "\t")
+            content = content.replace("\\\\", "\\")
+            return content
+        else:
+            # 仅在代码块外部应用 (安全模式)
+            parts = content.split("```")
+            for i in range(0, len(parts), 2):  # 偶数索引是 Markdown 文本 (非代码)
+                parts[i] = parts[i].replace("\\r\\n", "\n")
+                parts[i] = parts[i].replace("\\n", "\n")
+                parts[i] = parts[i].replace("\\t", "\t")
+                parts[i] = parts[i].replace("\\\\", "\\")
+            return "```".join(parts)

    def _fix_thought_tags(self, content: str) -> str:
        """Normalize thought tags: unify naming and fix spacing"""
@@ -501,6 +519,10 @@ class Filter:
        enable_escape_fix: bool = Field(
            default=True, description="修复过度的转义字符 (\\n, \\t 等)"
        )
+        enable_escape_fix_in_code_blocks: bool = Field(
+            default=False,
+            description="在代码块内部应用转义修复 (⚠️ 警告：可能会破坏有效的代码，如 JSON 字符串或正则模式。默认：关闭，以确保安全)",
+        )
        enable_thought_tag_fix: bool = Field(
            default=True, description="规范化思维链标签 (<think> -> <thought>)"
        )
@@ -539,7 +561,7 @@ class Filter:
            default=True, description="清理残留的 XML 标签"
        )
        enable_emphasis_spacing_fix: bool = Field(
-            default=True,
+            default=False,
            description="修复强调语法中的多余空格 (例如 ** 文本 ** -> **文本**)",
        )
        show_status: bool = Field(default=True, description="应用修复时显示状态通知")
@@ -682,13 +704,23 @@ class Filter:
            content = last.get("content", "") or ""

            if last.get("role") == "assistant" and isinstance(content, str):
-                # Skip if content looks like HTML to avoid breaking it
+                # 如果内容看起来像 HTML，则跳过以避免破坏它
                if self._contains_html(content):
                    return body

-                # Configure normalizer based on valves
+                # 如果内容包含工具输出标记 (原生函数调用)，则跳过
+                # 模式：""&quot;...&quot;"" 或 tool_call_id 或 <details type="tool_calls"...>
+                if (
+                    '""&quot;' in content
+                    or "tool_call_id" in content
+                    or '<details type="tool_calls"' in content
+                ):
+                    return body
+
+                # 根据 Valves 配置 Normalizer
                config = NormalizerConfig(
                    enable_escape_fix=self.valves.enable_escape_fix,
+                    enable_escape_fix_in_code_blocks=self.valves.enable_escape_fix_in_code_blocks,
                    enable_thought_tag_fix=self.valves.enable_thought_tag_fix,
                    enable_details_tag_fix=self.valves.enable_details_tag_fix,
                    enable_code_block_fix=self.valves.enable_code_block_fix,
Author	SHA1	Message	Date
fujie	25c9d20f3d	feat(async-context-compression): release v1.2.1 with smart config & optimizations This release introduces significant improvements to configuration flexibility, performance, and stability. Key Changes: * Smart Configuration: * Added `summary_model_max_context` to allow independent context limits for the summary model (e.g., using `gemini-flash` with 1M context to summarize `gpt-4` history). * Implemented auto-detection of base model settings for custom models, ensuring correct threshold application. * Performance & Refactoring: * Optimized `model_thresholds` parsing with caching to reduce overhead. * Refactored `inlet` and `outlet` logic to remove redundant code and improve maintainability. * Replaced all `print` statements with proper `logging` calls for better production monitoring. * Bug Fixes & Modernization: * Fixed `datetime.utcnow()` deprecation warnings by switching to timezone-aware `datetime.now(timezone.utc)`. * Corrected type annotations and improved error handling for `JSONResponse` objects from LLM backends. * Removed hard truncation in summary generation to allow full context usage. Files Updated: * Plugin source code (English & Chinese) * Documentation and READMEs * Version bumped to 1.2.1	2026-01-20 19:09:25 +08:00
github-actions[bot]	0d853577df	chore: update community stats - followers increased (136 -> 137)	2026-01-20 09:15:24 +00:00
github-actions[bot]	f91f3d8692	chore: update community stats - followers increased (135 -> 136)	2026-01-20 07:14:01 +00:00
github-actions[bot]	0f7cad8dfa	chore: update community stats - followers increased (134 -> 135)	2026-01-19 23:08:06 +00:00
fujie	db1a1e7ef0	fix(async-context-compression): sync CN version with EN version logic - Add missing imports (contextlib, sessionmaker, Engine) - Add database engine discovery functions (_discover_owui_engine, _discover_owui_schema) - Fix ChatSummary table to support schema configuration - Fix duplicate code in __init__ method - Add _db_session context manager for robust session handling - Fix inlet method signature (add __request__, __model__ parameters) - Fix tool output trimming to check native function calling - Add chat_id empty check in outlet method	2026-01-19 20:37:37 +08:00
github-actions[bot]	e7de80a059	chore: update community stats - plugin version updated, followers increased (133 -> 134)	2026-01-19 12:15:44 +00:00
fujie	0d8c4e048e	release: async-context-compression v1.2.0 and markdown-normalizer v1.2.4	2026-01-19 20:11:55 +08:00
github-actions[bot]	014a5a9d1f	chore: update community stats - followers increased (132 -> 133)	2026-01-19 10:11:26 +00:00
github-actions[bot]	a6dd970859	chore: update community stats - followers increased (131 -> 132)	2026-01-19 09:16:08 +00:00
github-actions[bot]	aac730f5b1	chore: update community stats - points increased (133 -> 134), followers increased (130 -> 131)	2026-01-19 07:15:13 +00:00
github-actions[bot]	ff95d9328e	chore: update community stats - followers increased (129 -> 130)	2026-01-19 06:15:55 +00:00
github-actions[bot]	afe1d8cf52	chore: update community stats - points increased (118 -> 133)	2026-01-18 19:06:16 +00:00
github-actions[bot]	67b819f3de	chore: update community stats - followers increased (128 -> 129)	2026-01-18 15:07:24 +00:00
github-actions[bot]	9b6acb6b95	chore: update community stats - points increased (117 -> 118), followers increased (127 -> 128)	2026-01-18 14:07:18 +00:00
github-actions[bot]	a9a59e1e34	chore: update community stats - followers increased (126 -> 127)	2026-01-18 13:14:54 +00:00
github-actions[bot]	5b05397356	chore: update community stats - followers increased (124 -> 126)	2026-01-18 12:13:26 +00:00
github-actions[bot]	7a7dbc0cfa	chore: update community stats - points increased (116 -> 117)	2026-01-18 09:08:33 +00:00
github-actions[bot]	6ac0ba6efe	chore: update community stats - followers increased (123 -> 124)	2026-01-18 08:10:15 +00:00
github-actions[bot]	d3d008efb4	chore: update community stats - followers increased (122 -> 123)	2026-01-18 07:08:42 +00:00
github-actions[bot]	4f1528128a	chore: update community stats - followers increased (121 -> 122)	2026-01-18 05:10:36 +00:00
github-actions[bot]	93c4326206	chore: update community stats - followers increased (120 -> 121)	2026-01-18 01:37:36 +00:00
github-actions[bot]	0fca7fe524	chore: update community stats - points increased (113 -> 116)	2026-01-18 00:38:45 +00:00
github-actions[bot]	afdcab10c6	chore: update community stats - followers increased (119 -> 120)	2026-01-17 21:06:42 +00:00
github-actions[bot]	f8cc5eabe6	chore: update community stats - plugin version updated	2026-01-17 18:10:56 +00:00