diff --git a/app/Models/WebSocketDialogMsg.php b/app/Models/WebSocketDialogMsg.php
index 15b3041d3..c50b44fd6 100644
--- a/app/Models/WebSocketDialogMsg.php
+++ b/app/Models/WebSocketDialogMsg.php
@@ -665,8 +665,16 @@ class WebSocketDialogMsg extends AbstractModel
             if (preg_match('/:::\s*reasoning\s+/', $text)) {
                 return Doo::translate('思考中...');
             }
-            $text = Base::markdown2html($text);
-            $text = self::previewConvertTaskList($text);
+            $title = '';
+            if (preg_match('/^#{1,2}\s+(.+)/m', $text, $matches)) {
+                $title = trim($matches[1]);
+            }
+            if ($title) {
+                $text = $title;
+            } else {
+                $text = Base::markdown2html($text);
+                $text = self::previewConvertTaskList($text);
+            }
         }
         $text = preg_replace("/<img\s+class=\"emoticon\"[^>]*?alt=\"(\S+)\"[^>]*?>/", "[$1]", $text);
         $text = preg_replace("/<img\s+class=\"emoticon\"[^>]*?>/", "[" . Doo::translate('动画表情') . "]", $text);
diff --git a/resources/assets/js/functions/web.js b/resources/assets/js/functions/web.js
index 27b8193fc..7b2e995f3 100755
--- a/resources/assets/js/functions/web.js
+++ b/resources/assets/js/functions/web.js
@@ -250,7 +250,16 @@ import {convertLocalResourcePath} from "../components/Replace/utils";
                 if (/:::\s*reasoning\s+/.test(text)) {
                     return $A.L('思考中...')
                 }
-                text = MarkdownPreview(text);
+                let titleText = '';
+                const titleMatch = text.match(/^#{1,2}\s+(.+)/m);
+                if (titleMatch) {
+                    titleText = titleMatch[1].trim();
+                }
+                if (titleText) {
+                    text = titleText;
+                } else {
+                    text = MarkdownPreview(text);
+                }
             }
             //
             text = text.replace(/<img\s+class="emoticon"[^>]*?alt="(\S+)"[^>]*?>/g, "[$1]")