diff --git a/admin/dashboard/blueprints/system.py b/admin/dashboard/blueprints/system.py
index 6119855..3727ea8 100644
--- a/admin/dashboard/blueprints/system.py
+++ b/admin/dashboard/blueprints/system.py
@@ -1,4 +1,4 @@
-from flask import Blueprint, render_template, jsonify, request, send_from_directory, current_app
+from flask import Blueprint, render_template, jsonify, request, send_from_directory, current_app, Response
 from .auth import login_required
 from loguru import logger
 import os
@@ -7,6 +7,8 @@ from datetime import datetime
 import platform
 import psutil
 from collections import deque
+import gzip
+import json
 
 # 创建系统信息蓝图
 system_bp = Blueprint('system', __name__)
@@ -75,12 +77,25 @@ def api_wx_logs():
         else:
             log_file = os.path.join(project_root, 'wx_info.log')
 
-        # 读取日志文件
         log_content = []
         if os.path.exists(log_file):
-            with open(log_file, 'r', encoding='utf-8', errors='ignore') as f:
-                # 使用deque获取最后N行
-                log_content = list(deque(f, lines))
+            try:
+                chunk_size = 8192
+                with open(log_file, 'rb') as f:
+                    f.seek(0, os.SEEK_END)
+                    size = f.tell()
+                    buffer = b""
+                    pos = size
+                    while pos > 0 and buffer.count(b'\n') <= lines:
+                        read_size = chunk_size if pos >= chunk_size else pos
+                        pos -= read_size
+                        f.seek(pos)
+                        buffer = f.read(read_size) + buffer
+                    log_content = [b.decode('utf-8', errors='ignore') for b in buffer.splitlines()[-lines:]]
+            except Exception as e:
+                logger.error(f"高效读取日志失败，回退到常规方式: {e}")
+                with open(log_file, 'r', encoding='utf-8', errors='ignore') as f:
+                    log_content = list(deque(f, lines))
         else:
             logger.warning(f"日志文件不存在: {log_file}")
             # 尝试列出项目根目录下的所有日志文件，帮助调试
@@ -90,7 +105,7 @@ def api_wx_logs():
             except Exception as e:
                 logger.error(f"列出目录文件失败: {e}")
 
-        return jsonify({
+        payload = {
             "success": True,
             "data": {
                 "log_type": log_type,
@@ -98,7 +113,15 @@ def api_wx_logs():
                 "content": log_content,
                 "lines": len(log_content)
             }
-        })
+        }
+        accept = request.headers.get('Accept-Encoding', '')
+        if 'gzip' in accept.lower():
+            body = json.dumps(payload, ensure_ascii=False).encode('utf-8')
+            gz = gzip.compress(body, compresslevel=6)
+            resp = Response(gz, mimetype='application/json')
+            resp.headers['Content-Encoding'] = 'gzip'
+            return resp
+        return jsonify(payload)
     except Exception as e:
         logger.error(f"获取微信日志失败: {e}")
         return jsonify({"success": False, "error": str(e)}), 500