diff --git a/api/chat_routes.py b/api/chat_routes.py
index 32a67fb..a78e031 100644
--- a/api/chat_routes.py
+++ b/api/chat_routes.py
@@ -26,6 +26,7 @@ Example:
 import json
 import os
 import queue
+import re
 import threading
 import time as _time
 from typing import List, Dict, Any, Optional, Tuple
@@ -1370,6 +1371,46 @@ _FIGURE_ANSWER_KEYWORDS = frozenset([
 ])
 
 
+def _replace_table_image_placeholders(answer: str, images: List[Dict]) -> str:
+    """
+    将回答中 markdown 表格内的 [图片] 占位符替换为实际图片语法。
+
+    LLM 看到的上下文里表格单元格是 [图片]（MinerU 解析产物），它也原样输出。
+    此函数按顺序将每个 [图片] 映射到 images 列表中对应图片的 URL，
+    生成 ![img](/images/xxx.png) 语法，前端 markdown-it 可直接渲染为 <img> 标签。
+
+    Args:
+        answer: LLM 生成的回答文本
+        images: select_images + _filter_images_by_answer 后的最终图片列表
+
+    Returns:
+        替换后的回答文本
+    """
+    if not images or '[图片]' not in answer:
+        return answer
+
+    # 按顺序替换：第 N 个 [图片] → 第 N 张图片
+    img_iter = iter(images)
+    replaced_count = 0
+
+    def _replacer(match):
+        nonlocal replaced_count
+        try:
+            img = next(img_iter)
+            url = img.get('url', '')
+            img_id = img.get('id', 'img')
+            replaced_count += 1
+            return f'![{img_id}]({url})'
+        except StopIteration:
+            # 图片用完了，保留剩余占位符
+            return match.group(0)
+
+    result = re.sub(r'\[图片\]', _replacer, answer)
+    if replaced_count > 0:
+        logger.info(f"[图片占位符替换] 替换了 {replaced_count}/{len(images)} 个 [图片] 为 markdown 图片语法")
+    return result
+
+
 def _filter_images_by_answer(selected_images: List[Dict], answer: str, query: str = "",
                              primary_sections: List[str] = None) -> List[Dict]:
     """
@@ -1411,6 +1452,9 @@ def _filter_images_by_answer(selected_images: List[Dict], answer: str, query: st
     _has_figure_in_answer = any(kw in answer for kw in _FIGURE_ANSWER_KEYWORDS)
     if not _has_figure_in_answer:
         _has_figure_in_answer = bool(re.search(r'[图表]\s*\d+', answer))
+    # 表格内嵌图片检测：回答中出现 [图片] 占位符或 markdown 图片语法
+    if not _has_figure_in_answer:
+        _has_figure_in_answer = bool(re.search(r'\[图片\]|!\[', answer))
     _has_figure_in_query = any(kw in query for kw in _FIGURE_QUERY_KEYWORDS)
     if not _has_figure_in_query:
         _has_figure_in_query = bool(re.search(r'[图表]\s*\d+', query))
@@ -2916,6 +2960,10 @@ def rag():
             # 9. 过滤敏感信息（违禁词等）
             filtered_answer = filter_response(citation_result.get("answer_with_refs", clean_answer))
 
+            # 9.5 替换表格内 [图片] 占位符为 markdown 图片语法
+            if rich_media.get("images"):
+                filtered_answer = _replace_table_image_placeholders(filtered_answer, rich_media["images"])
+
             # 9. 保存消息到会话（仅开发环境）
             if session_id and session_repo_ref:
                 try: