diff --git a/src/plugins/chat/cq_code.py b/src/plugins/chat/cq_code.py
index ae3429da2..d6522ab30 100644
--- a/src/plugins/chat/cq_code.py
+++ b/src/plugins/chat/cq_code.py
@@ -14,9 +14,23 @@ from .utils_image import storage_image,storage_emoji
 from .utils_user import get_user_nickname
 #解析各种CQ码
 #包含CQ码类
+import urllib3
+from urllib3.util import create_urllib3_context
 
 
+ctx = create_urllib3_context()
+ctx.load_default_certs()
+ctx.set_ciphers("AES128-GCM-SHA256")
 
+class TencentSSLAdapter(requests.adapters.HTTPAdapter):
+    def __init__(self, ssl_context=None, **kwargs):
+        self.ssl_context = ssl_context
+        super().__init__(**kwargs)
+
+    def init_poolmanager(self, connections, maxsize, block=False):
+        self.poolmanager = urllib3.poolmanager.PoolManager(
+            num_pools=connections, maxsize=maxsize,
+            block=block, ssl_context=self.ssl_context)
 
 @dataclass
 class CQCode:
@@ -42,7 +56,6 @@ class CQCode:
 
     def translate(self):
         """根据CQ码类型进行相应的翻译处理"""
-        print(f"\033[1;34m[调试信息]\033[0m 开始翻译CQ{self.params}码: {self.type}")
         if self.type == 'text':
             self.translated_plain_text = self.params.get('text', '')
         elif self.type == 'image':
@@ -78,7 +91,7 @@ class CQCode:
             'Pragma': 'no-cache'
         }
         '''
-        
+        # 腾讯专用请求头配置
         headers = {
             'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/50.0.2661.87 Safari/537.36',
             'Accept': 'text/html, application/xhtml xml, */*',
@@ -89,38 +102,51 @@ class CQCode:
         }
         url = html.unescape(self.params['url'])
         if not url.startswith(('http://', 'https://')):
-            return None  # 直接返回而不是抛出异常
-        
+            return None
+
+        # 创建专用会话
+        session = requests.session()
+        session.adapters.pop("https://", None)
+        session.mount("https://", TencentSSLAdapter(ctx))
+
         max_retries = 3
         for retry in range(max_retries):
             try:
-                response = requests.get(url, headers=headers, timeout=10, verify=False)
-                if response.status_code == 200:
-                    break
-                elif response.status_code == 400 and 'multimedia.nt.qq.com.cn' in url:
-                    # 对于腾讯多媒体服务器的链接，直接返回图片描述
+                response = session.get(
+                    url,
+                    headers=headers,
+                    timeout=15,
+                    allow_redirects=True,
+                    stream=True  # 流式传输避免大内存问题
+                )
+
+                # 腾讯服务器特殊状态码处理
+                if response.status_code == 400 and 'multimedia.nt.qq.com.cn' in url:
                     return None
-                time.sleep(1)  # 重试前等待1秒
-            except requests.RequestException:
+                    
+                if response.status_code != 200:
+                    raise requests.exceptions.HTTPError(f"HTTP {response.status_code}")
+
+                # 验证内容类型
+                content_type = response.headers.get('Content-Type', '')
+                if not content_type.startswith('image/'):
+                    raise ValueError(f"非图片内容类型: {content_type}")
+
+                # 转换为Base64
+                image_base64 = base64.b64encode(response.content).decode('utf-8')
+                self.image_base64 = image_base64
+                return image_base64
+
+            except (requests.exceptions.SSLError, requests.exceptions.HTTPError) as e:
                 if retry == max_retries - 1:
-                    raise
-                time.sleep(1)
-        if response.status_code != 200:
-            print(f"\033[1;31m[警告]\033[0m 图片下载失败: HTTP {response.status_code}, URL: {url}")
-            return None  # 直接返回而不是抛出异常
-        #检查是否为图片
-        content_type = response.headers.get('content-type', '')
-        if not content_type.startswith('image/'):
-            print(f"\033[1;31m[警告]\033[0m 非图片类型响应: {content_type}")
-            return None  # 直接返回而不是抛出异常  
-        content = response.content
-        image_base64 = base64.b64encode(content).decode('utf-8')
-        if image_base64:
-            self.image_base64 = image_base64
-            
-            return image_base64
-        else:
-            return None
+                    print(f"\033[1;31m[致命错误]\033[0m 最终请求失败: {str(e)}")
+                time.sleep(1.5 ** retry)  # 指数退避
+
+            except Exception as e:
+                print(f"\033[1;33m[未知错误]\033[0m {str(e)}")
+                return None
+
+        return None
     
     def translate_emoji(self) -> str:
         """处理表情包类型的CQ码"""