diff --git a/chat_web_front/src/views/reading/index.vue b/chat_web_front/src/views/reading/index.vue
index bdd6371..6526d50 100644
--- a/chat_web_front/src/views/reading/index.vue
+++ b/chat_web_front/src/views/reading/index.vue
@@ -102,12 +102,17 @@
         <div v-else class="center-content">
           <div class="center-header">
             <span class="center-title" :title="selectedFile.fileName">{{ selectedFile.fileName }}</span>
+            <div v-if="fileType === 'pdf'" class="view-mode-toggle">
+              <span :class="{ active: !readingMode }" @click="readingMode = false">预览</span>
+              <span class="mode-sep">|</span>
+              <span :class="{ active: readingMode }" @click="switchToReadingMode">阅读(笔记)</span>
+            </div>
           </div>
           <!-- PDF 原生渲染 -->
-          <div v-if="fileType === 'pdf'" class="file-content" ref="fileContent" id="file-content">
+          <div v-if="fileType === 'pdf' && !readingMode" class="file-content" ref="fileContent" id="file-content">
             <PdfViewer v-if="pdfData" :src="pdfData" :scale="1.3" />
           </div>
-          <!-- 其他文件类型：HTML 渲染 -->
+          <!-- HTML 阅读模式（PDF 阅读模式 + 非PDF文件） -->
           <div v-else class="file-content" ref="fileContent" id="file-content">
             <div class="view-md" id="file-html-content" v-html="docHtml"></div>
             <div id="note-content" :title="noteContent" class="file-note"></div>
@@ -279,11 +284,23 @@ const docHtml = ref('');
 const fileContent = ref(null);
 const readingBox = ref(null);
 const pdfData = ref<ArrayBuffer | null>(null);
+const readingMode = ref(false);
 const fileType = computed(() => {
   const name = selectedFile.value?.fileName || '';
   return name.split('.').pop()?.toLowerCase() || '';
 });
 
+const switchToReadingMode = async () => {
+  readingMode.value = true;
+  // 如果还没加载 HTML 内容，加载一下
+  if (!docHtml.value) {
+    await loadFileContent();
+  }
+  await nextTick();
+  bindFileContentEvents();
+  handelNoteFlagMouseEvent();
+};
+
 // ===================== 笔记 =====================
 const fileNote = reactive({ notes: [] as any[] });
 const noteContent = ref('');
@@ -425,6 +442,7 @@ const handleNodeClick = async (data: any) => {
     fullContent: doc.context
   };
   // 根据文件类型加载内容
+  readingMode.value = false;
   const ext = doc.filename?.split('.').pop()?.toLowerCase() || '';
   if (ext === 'pdf') {
     await loadPdfFile();
@@ -456,6 +474,14 @@ const loadPdfFile = async () => {
     });
     if (res?.code === 200 && res.data) {
       fileNote.notes = res.data.notes || [];
+      if (res.data.content) {
+        // 保存 HTML 内容供阅读模式使用
+        let content = res.data.content;
+        content = content.replace(pattern, (match: string, _cg: string, offset: number) => {
+          return transforMd(match);
+        });
+        docHtml.value = content.replace(/<p>(.*?<span class="katex">.*?<\/span>.*?)<\/p>/g, '$1');
+      }
     }
   } catch {}
   // 绑定 PDF text layer 的选择事件
@@ -836,7 +862,7 @@ onMounted(async () => {
         .tree-file-icon { font-size: 13px; margin-right: 5px; }
         .tree-label { font-size: 13px; color: #333; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; cursor: pointer; }
       }
-      .tree-node-actions { opacity: 0; margin-left: 4px; .tree-operate-icon { width: 10px; cursor: pointer; padding: 4px; } }
+      .tree-node-actions { opacity: 0; margin-left: 4px; flex-shrink: 0; .tree-operate-icon { width: 10px; cursor: pointer; padding: 4px; } }
     }
   }
 
@@ -867,8 +893,15 @@ onMounted(async () => {
   .center-content {
     flex: 1; display: flex; flex-direction: column; height: 100%; overflow: hidden;
     .center-header {
-      padding: 12px 20px; border-bottom: 1px solid #E6EDFF;
-      .center-title { font-weight: bold; font-size: 15px; color: #000; }
+      padding: 10px 20px; border-bottom: 1px solid #E6EDFF;
+      display: flex; justify-content: space-between; align-items: center;
+      .center-title { font-weight: bold; font-size: 15px; color: #000; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; flex: 1; min-width: 0; }
+      .view-mode-toggle {
+        flex-shrink: 0; margin-left: 12px; font-size: 13px; color: #999;
+        span { cursor: pointer; padding: 2px 6px; border-radius: 3px; }
+        span.active { color: #004EA0; font-weight: bold; background: #E8F0FE; }
+        .mode-sep { cursor: default; color: #ddd; padding: 0 2px; }
+      }
     }
     .file-content {
       flex: 1; overflow: auto; position: relative; padding: 0;
diff --git a/langchain-chat/server/knowledge_base/file_converter.py b/langchain-chat/server/knowledge_base/file_converter.py
index b3c8634..9fca692 100644
--- a/langchain-chat/server/knowledge_base/file_converter.py
+++ b/langchain-chat/server/knowledge_base/file_converter.py
@@ -916,7 +916,7 @@ class FileConverter:
         return "".join(parts) if parts else '<p><em>（本页无文本内容）</em></p>'
 
     def pdf_to_html(self, input_path: str, output_path: Optional[str] = None) -> str:
-        """PDF 预览：本进程内 PyMuPDF 抽文本生成 HTML，不调用外部 /convert 微服务。"""
+        """PDF 预览：使用 PyMuPDF 的 get_text("html") 保留格式、字体、图片。"""
         allowed_pdf_root = os.path.abspath(PDF_CONVERT_KB_ROOT)
         abs_input = os.path.abspath(input_path)
         if abs_input != allowed_pdf_root and not abs_input.startswith(allowed_pdf_root + os.sep):
@@ -935,27 +935,32 @@ class FileConverter:
             with fitz.open(abs_input) as doc:
                 for i in range(len(doc)):
                     page = doc.load_page(i)
-                    raw = (page.get_text() or "").strip()
-                    if raw:
+                    # 使用 get_text("html") 保留格式和图片（base64内嵌）
+                    page_html = (page.get_text("html") or "").strip()
+                    if page_html:
                         any_text = True
-                    inner = self._pdf_plain_text_to_html(raw)
                     sections.append(
                         f'<section class="pdf-page" data-page="{i + 1}" '
                         'style="margin-bottom:1.5em;padding-bottom:1em;border-bottom:1px solid #e5e5e5;">'
                         f'<div style="font-size:12px;color:#888;margin-bottom:8px;">第 {i + 1} 页</div>'
-                        f"{inner}</section>"
+                        f"{page_html}</section>"
                     )
 
+            css = '''<style>
+.pdf-preview { font-family: system-ui, -apple-system, sans-serif; line-height: 1.6; max-width: 100%; }
+.pdf-preview img { max-width: 100%; height: auto; }
+.pdf-preview p { margin: 0.3em 0; }
+.pdf-preview span { line-height: 1.5; }
+</style>'''
+
             if not any_text:
                 wrapper = (
-                    '<div class="pdf-preview" style="font-family:system-ui,-apple-system,Segoe UI,Roboto,sans-serif;'
-                    'line-height:1.6;max-width:900px;">'
+                    f'{css}<div class="pdf-preview">'
                     "<p><em>（未能从 PDF 提取到文本，可能是扫描件或加密文档。）</em></p></div>"
                 )
             else:
                 wrapper = (
-                    '<div class="pdf-preview" style="font-family:system-ui,-apple-system,Segoe UI,Roboto,sans-serif;'
-                    'line-height:1.6;max-width:900px;">'
+                    f'{css}<div class="pdf-preview">'
                     f"{''.join(sections)}</div>"
                 )
             return self._save_html(f"<body>{wrapper}</body>", output_path)