diff --git a/src/components/ComparePanel.vue b/src/components/ComparePanel.vue
index b0a6944..92d119c 100644
--- a/src/components/ComparePanel.vue
+++ b/src/components/ComparePanel.vue
@@ -405,6 +405,10 @@
               @click="rewriteViewMode = 'review'; currentReviewIdx = 0"
               :class="['text-xs px-2 py-1 rounded transition', rewriteViewMode === 'review' ? 'bg-indigo-600 text-white' : 'text-slate-400 hover:text-white']"
             >逐句审核</button>
+            <button
+              @click="switchToPartialReplace"
+              :class="['text-xs px-2 py-1 rounded transition', rewriteViewMode === 'partial' ? 'bg-indigo-600 text-white' : 'text-slate-400 hover:text-white']"
+            >部分替换</button>
           </div>
         </div>
 
@@ -556,12 +560,59 @@
               没有需要审核的修改
             </div>
           </div>
+
+          <!-- 部分替换视图 -->
+          <div v-else-if="rewriteViewMode === 'partial'" class="p-4">
+            <div class="flex gap-4">
+              <!-- 左边：原文句子 -->
+              <div class="flex-1">
+                <div class="text-xs text-amber-400 mb-2 font-medium flex items-center justify-between">
+                  <span>📄 原文（点击选中要被替换的句子）</span>
+                  <span class="text-slate-500">已选 {{ partialLeftSelected.size }} 句</span>
+                </div>
+                <div class="bg-slate-900 rounded-lg p-3 border border-slate-700 max-h-[400px] overflow-y-auto">
+                  <template v-for="(sentence, idx) in originalSentences" :key="'partial-orig-' + idx">
+                    <span
+                      @click="togglePartialLeftSentence(idx)"
+                      :class="[
+                        'text-sm px-0.5 rounded cursor-pointer transition-all inline',
+                        partialLeftSelected.has(idx)
+                          ? 'bg-amber-500/40 text-amber-100 ring-2 ring-amber-400'
+                          : 'text-slate-300 hover:bg-amber-900/30 hover:text-amber-200'
+                      ]"
+                    >{{ sentence.text }}</span>
+                  </template>
+                </div>
+              </div>
+              <!-- 右边：重写后句子 -->
+              <div class="flex-1">
+                <div class="text-xs text-blue-400 mb-2 font-medium flex items-center justify-between">
+                  <span>✨ 重写后（点击选中用于替换的句子）</span>
+                  <span class="text-slate-500">已选 {{ partialRightSelected.size }} 句</span>
+                </div>
+                <div class="bg-slate-900 rounded-lg p-3 border border-slate-700 max-h-[400px] overflow-y-auto">
+                  <template v-for="(sentence, idx) in rewrittenSentences" :key="'partial-new-' + idx">
+                    <span
+                      @click="togglePartialRightSentence(idx)"
+                      :class="[
+                        'text-sm px-0.5 rounded cursor-pointer transition-all inline',
+                        partialRightSelected.has(idx)
+                          ? 'bg-blue-500/40 text-blue-100 ring-2 ring-blue-400'
+                          : 'text-slate-300 hover:bg-blue-900/30 hover:text-blue-200'
+                      ]"
+                    >{{ sentence.text }}</span>
+                  </template>
+                </div>
+              </div>
+            </div>
+            <p class="text-xs text-slate-500 mt-3 text-center">在左边选中要被替换的句子，在右边选中用于替换的内容，点击"应用选中"完成替换</p>
+          </div>
         </div>
 
         <!-- 浮窗底部操作 -->
         <div class="p-4 border-t border-slate-700 flex items-center justify-between">
-          <!-- 左侧：全选/取消全选 -->
-          <div v-if="rewritingSuggestionIdx === null && diffSegments.length > 0" class="flex gap-2">
+          <!-- 左侧：全选/取消全选（差异对比模式） -->
+          <div v-if="rewritingSuggestionIdx === null && rewriteViewMode !== 'partial' && diffSegments.length > 0" class="flex gap-2">
             <button
               @click="toggleAllChanges(true)"
               class="text-xs px-2 py-1 rounded bg-slate-700 text-slate-300 hover:bg-slate-600"
@@ -571,6 +622,25 @@
               class="text-xs px-2 py-1 rounded bg-slate-700 text-slate-300 hover:bg-slate-600"
             >取消全选</button>
           </div>
+          <!-- 左侧：部分替换模式的操作按钮 -->
+          <div v-else-if="rewriteViewMode === 'partial'" class="flex gap-2">
+            <button
+              @click="partialLeftSelected = new Set([...Array(originalSentences.length).keys()])"
+              class="text-xs px-2 py-1 rounded bg-slate-700 text-slate-300 hover:bg-slate-600"
+            >全选左侧</button>
+            <button
+              @click="partialLeftSelected = new Set()"
+              class="text-xs px-2 py-1 rounded bg-slate-700 text-slate-300 hover:bg-slate-600"
+            >取消左侧</button>
+            <button
+              @click="partialRightSelected = new Set([...Array(rewrittenSentences.length).keys()])"
+              class="text-xs px-2 py-1 rounded bg-slate-700 text-slate-300 hover:bg-slate-600"
+            >全选右侧</button>
+            <button
+              @click="partialRightSelected = new Set()"
+              class="text-xs px-2 py-1 rounded bg-slate-700 text-slate-300 hover:bg-slate-600"
+            >取消右侧</button>
+          </div>
           <div v-else></div>
 
           <!-- 右侧：主操作按钮 -->
@@ -579,12 +649,20 @@
               @click="resetRewriteModal"
               class="px-4 py-2 text-sm bg-slate-700 text-slate-300 rounded-lg hover:bg-slate-600"
             >取消</button>
+            <!-- 差异对比模式的应用选中按钮 -->
             <button
-              v-if="diffSegments.length > 0 && acceptedChanges.size < reviewableChanges.length"
+              v-if="rewriteViewMode !== 'partial' && diffSegments.length > 0 && acceptedChanges.size < reviewableChanges.length"
               @click="applySelectedChangesToContent"
               :disabled="rewritingSuggestionIdx !== null || acceptedChanges.size === 0"
               class="px-4 py-2 text-sm bg-amber-600 text-white rounded-lg hover:bg-amber-500 disabled:opacity-50 disabled:cursor-not-allowed"
             >应用选中 ({{ acceptedChanges.size }})</button>
+            <!-- 部分替换模式的应用按钮 -->
+            <button
+              v-if="rewriteViewMode === 'partial'"
+              @click="applyPartialReplace"
+              :disabled="partialLeftSelected.size === 0 || partialRightSelected.size === 0"
+              class="px-4 py-2 text-sm bg-amber-600 text-white rounded-lg hover:bg-amber-500 disabled:opacity-50 disabled:cursor-not-allowed"
+            >应用选中 (左{{ partialLeftSelected.size }} → 右{{ partialRightSelected.size }})</button>
             <button
               @click="confirmRewrite"
               :disabled="rewritingSuggestionIdx !== null || !rewritePreview"
@@ -604,7 +682,7 @@ import { useAppStore } from '../stores/app'
 import { useDatabaseStore } from '../stores/database'
 import { SECTION_TYPES, getSectionTypeById, getSectionTypeClasses } from '../config/sectionTypes'
 import { getLogicParadigmById, buildLogicPrompt } from '../config/logicParadigms'
-import { computeDiff, applySelectedChanges as applyDiffChanges, getDiffStats } from '../utils/textDiff'
+import { computeDiff, applySelectedChanges as applyDiffChanges, getDiffStats, splitIntoSentencesWithPosition } from '../utils/textDiff'
 import MaterialSelectorModal from './MaterialSelectorModal.vue'
 import DocumentSelectorModal from './DocumentSelectorModal.vue'
 
@@ -655,6 +733,12 @@ const currentReviewIdx = ref(0)             // 当前审核的片段索引
 const acceptedChanges = ref(new Set())      // 已接受的修改索引集合
 const originalContent = ref('')             // 原始内容（用于对比）
 
+// 部分替换相关状态
+const partialLeftSelected = ref(new Set())   // 左侧选中的句子索引
+const partialRightSelected = ref(new Set())  // 右侧选中的句子索引
+const originalSentences = ref([])            // 原文句子列表
+const rewrittenSentences = ref([])           // 重写后句子列表
+
 // 范式相关
 const showParadigmRules = ref(false)
 const checkMode = ref('paragraph')  // 'paragraph' | 'document'
@@ -928,10 +1012,37 @@ const executeRewrite = async (suggestionIdx, suggestion) => {
 
   try {
     const prompt = buildRewritePrompt(originalContent.value, suggestion, paragraphTypeInfo)
-
+    
+    // 用于过滤 <thinking> 内容的缓冲区
+    let rawBuffer = ''
+    
     await appStore.callApi(prompt, (chunk) => {
-      rewritePreview.value += chunk
+      rawBuffer += chunk
+      
+      // 过滤掉 <thinking> 标签内的内容
+      // 1. 如果还在 thinking 阶段，不显示
+      // 2. 如果 thinking 结束了，只显示 </thinking> 之后的内容
+      
+      // 检查是否有完整的 </thinking> 标签
+      const thinkingEndIdx = rawBuffer.indexOf('</thinking>')
+      if (thinkingEndIdx !== -1) {
+        // thinking 已结束，显示 </thinking> 之后的内容
+        const afterThinking = rawBuffer.slice(thinkingEndIdx + '</thinking>'.length).trim()
+        rewritePreview.value = afterThinking
+      } else if (!rawBuffer.includes('<thinking>')) {
+        // 没有 thinking 标签，直接显示（可能 AI 没有使用结构化输出）
+        rewritePreview.value = rawBuffer
+      }
+      // 如果有 <thinking> 但还没有 </thinking>，暂时不显示，等待完成
     }, { temperature: 0.5 })
+    
+    // 流式完成后，最终清理结果
+    let finalContent = rawBuffer
+    // 移除 <thinking>...</thinking> 内容
+    finalContent = finalContent.replace(/<thinking>[\s\S]*?<\/thinking>/g, '').trim()
+    // 也移除可能残留的单独标签
+    finalContent = finalContent.replace(/<\/?thinking>/g, '').trim()
+    rewritePreview.value = finalContent
 
     // 重写完成后自动计算差异
     computeDiffSegments()
@@ -1048,12 +1159,25 @@ const prevReviewItem = () => {
 // 应用选中的修改
 const applySelectedChangesToContent = () => {
   if (diffSegments.value.length === 0) return
+  
+  // 如果没有选中任何修改，提示用户并返回
+  if (acceptedChanges.value.size === 0) {
+    alert('请先选中需要应用的修改')
+    return
+  }
 
   const finalContent = applyDiffChanges(
     originalContent.value,
     diffSegments.value,
     acceptedChanges.value
   )
+  
+  // 防止结果为空（可能是差异计算的边界情况）
+  if (!finalContent || finalContent.trim() === '') {
+    console.error('applySelectedChanges 返回空结果，保持原内容不变')
+    alert('应用修改失败，请尝试使用"全部替换"功能')
+    return
+  }
 
   // 执行替换
   updateRightContent(targetParagraphIdxs.value, finalContent)
@@ -1073,8 +1197,110 @@ const resetRewriteModal = () => {
   currentReviewIdx.value = 0
   acceptedChanges.value = new Set()
   originalContent.value = ''
+  // 重置部分替换状态
+  partialLeftSelected.value = new Set()
+  partialRightSelected.value = new Set()
+  originalSentences.value = []
+  rewrittenSentences.value = []
 }
 
+// 切换到部分替换视图模式
+const switchToPartialReplace = () => {
+  rewriteViewMode.value = 'partial'
+  // 初始化句子列表
+  originalSentences.value = splitIntoSentencesWithPosition(originalContent.value)
+  rewrittenSentences.value = splitIntoSentencesWithPosition(rewritePreview.value)
+  // 重置选择状态
+  partialLeftSelected.value = new Set()
+  partialRightSelected.value = new Set()
+}
+
+// 切换左侧句子选择状态
+const togglePartialLeftSentence = (idx) => {
+  if (partialLeftSelected.value.has(idx)) {
+    partialLeftSelected.value.delete(idx)
+  } else {
+    partialLeftSelected.value.add(idx)
+  }
+  partialLeftSelected.value = new Set(partialLeftSelected.value)
+}
+
+// 切换右侧句子选择状态
+const togglePartialRightSentence = (idx) => {
+  if (partialRightSelected.value.has(idx)) {
+    partialRightSelected.value.delete(idx)
+  } else {
+    partialRightSelected.value.add(idx)
+  }
+  partialRightSelected.value = new Set(partialRightSelected.value)
+}
+
+// 应用部分替换
+const applyPartialReplace = () => {
+  // 验证必须选中内容
+  if (partialLeftSelected.value.size === 0) {
+    alert('请在左侧选中需要被替换的句子')
+    return
+  }
+  if (partialRightSelected.value.size === 0) {
+    alert('请在右侧选中用于替换的句子')
+    return
+  }
+
+  // 获取右侧选中的句子文本（按顺序拼接）
+  const sortedRightIdxs = [...partialRightSelected.value].sort((a, b) => a - b)
+  const replacementText = sortedRightIdxs.map(idx => rewrittenSentences.value[idx].text).join('')
+
+  // 构建最终内容：未选中的原文句子保留，选中的部分用右侧替换
+  const sortedLeftIdxs = [...partialLeftSelected.value].sort((a, b) => a - b)
+  const firstSelectedIdx = sortedLeftIdxs[0]
+  const lastSelectedIdx = sortedLeftIdxs[sortedLeftIdxs.length - 1]
+
+  let finalContent = ''
+  
+  // 添加第一个选中句子之前的内容
+  if (firstSelectedIdx > 0) {
+    const firstSentence = originalSentences.value[firstSelectedIdx]
+    finalContent += originalContent.value.slice(0, firstSentence.start)
+  }
+
+  // 添加替换内容
+  finalContent += replacementText
+
+  // 添加最后一个选中句子之后的内容
+  if (lastSelectedIdx < originalSentences.value.length - 1) {
+    const lastSentence = originalSentences.value[lastSelectedIdx]
+    finalContent += originalContent.value.slice(lastSentence.end)
+  }
+
+  // 添加选中句子之间的未选中内容（如果有）
+  // 重新计算：遍历所有句子，未选中的保留，选中的用替换内容
+  let result = ''
+  let replacementInserted = false
+  
+  for (let i = 0; i < originalSentences.value.length; i++) {
+    const sentence = originalSentences.value[i]
+    if (partialLeftSelected.value.has(i)) {
+      // 选中的句子：在第一个选中位置插入替换内容
+      if (!replacementInserted) {
+        result += replacementText
+        replacementInserted = true
+      }
+      // 其他选中的句子跳过（已被替换）
+    } else {
+      // 未选中的句子：保留原文
+      result += sentence.text
+    }
+  }
+
+  // 执行替换
+  updateRightContent(targetParagraphIdxs.value, result)
+
+  // 关闭浮窗并重置状态
+  resetRewriteModal()
+}
+
+
 // 构建段落类型识别 Prompt
 const buildParagraphTypeDetectionPrompt = (paragraphs) => {
   return `你是一名专业的公文写作分析专家。请分析以下段落，识别每个段落属于哪种章节类型。
diff --git a/src/utils/textDiff.js b/src/utils/textDiff.js
index e47869e..b267f1d 100644
--- a/src/utils/textDiff.js
+++ b/src/utils/textDiff.js
@@ -211,6 +211,16 @@ export const computeDiff = (original, rewritten) => {
  * @returns {string} - 精确替换后的文本
  */
 export const applySelectedChanges = (original, diffSegments, acceptedChanges) => {
+  // 边界检查：如果没有选中任何修改，直接返回原文
+  if (!acceptedChanges || acceptedChanges.size === 0) {
+    return original
+  }
+
+  // 边界检查：如果没有差异片段，直接返回原文
+  if (!diffSegments || diffSegments.length === 0) {
+    return original
+  }
+
   // 收集所有需要执行的替换操作
   const operations = []
 
@@ -248,6 +258,11 @@ export const applySelectedChanges = (original, diffSegments, acceptedChanges) =>
     }
   }
 
+  // 如果没有有效的操作，返回原文
+  if (operations.length === 0) {
+    return original
+  }
+
   // 按位置从后往前排序（避免位置偏移）
   operations.sort((a, b) => {
     const posA = a.start !== undefined ? a.start : a.position
@@ -267,9 +282,16 @@ export const applySelectedChanges = (original, diffSegments, acceptedChanges) =>
     }
   }
 
+  // 最终检查：如果结果为空，返回原文（保护性措施）
+  if (!result || result.trim() === '') {
+    console.warn('applySelectedChanges: 结果为空，返回原文')
+    return original
+  }
+
   return result
 }
 
+
 /**
  * 获取差异统计
  * @param {Array} diffSegments - 差异片段