diff --git a/main/xiaozhi-server/config/logger.py b/main/xiaozhi-server/config/logger.py
index 5bbda5a1..e5fec630 100644
--- a/main/xiaozhi-server/config/logger.py
+++ b/main/xiaozhi-server/config/logger.py
@@ -5,6 +5,7 @@ from config.config_loader import load_config
 from config.settings import check_config_file
 
 SERVER_VERSION = "0.5.1"
+_logger_initialized = False
 
 
 def get_module_abbreviation(module_name, module_dict):
@@ -43,41 +44,89 @@ def setup_logging():
     """从配置文件中读取日志配置，并设置日志输出格式和级别"""
     config = load_config()
     log_config = config["log"]
-    log_format = log_config.get(
-        "log_format",
-        "<green>{time:YYMMDD HH:mm:ss}</green>[{version}_{selected_module}][<light-blue>{extra[tag]}</light-blue>]-<level>{level}</level>-<light-green>{message}</light-green>",
-    )
-    log_format_file = log_config.get(
-        "log_format_file",
-        "{time:YYYY-MM-DD HH:mm:ss} - {version_{selected_module}} - {name} - {level} - {extra[tag]} - {message}",
-    )
-    selected_module_str = build_module_string(config.get("selected_module", {}))
+    global _logger_initialized
 
-    log_format = log_format.replace("{version}", SERVER_VERSION)
-    log_format = log_format.replace("{selected_module}", selected_module_str)
-    log_format_file = log_format_file.replace("{version}", SERVER_VERSION)
-    log_format_file = log_format_file.replace("{selected_module}", selected_module_str)
+    # 第一次初始化时配置日志
+    if not _logger_initialized:
+        logger.configure(extra={"selected_module": log_config.get("selected_module", "00000000000000")})  # 新增配置
+        log_format = log_config.get(
+            "log_format",
+            "<green>{time:YYMMDD HH:mm:ss}</green>[{version}_{extra[selected_module]}][<light-blue>{extra[tag]}</light-blue>]-<level>{level}</level>-<light-green>{message}</light-green>",
+        )
+        log_format_file = log_config.get(
+            "log_format_file",
+            "{time:YYYY-MM-DD HH:mm:ss} - {version_{extra[selected_module]}} - {name} - {level} - {extra[tag]} - {message}",
+        )
+        selected_module_str = logger._core.extra["selected_module"]
 
-    log_level = log_config.get("log_level", "INFO")
-    log_dir = log_config.get("log_dir", "tmp")
-    log_file = log_config.get("log_file", "server.log")
-    data_dir = log_config.get("data_dir", "data")
+        log_format = log_format.replace("{version}", SERVER_VERSION)
+        log_format = log_format.replace("{selected_module}", selected_module_str)
+        log_format_file = log_format_file.replace("{version}", SERVER_VERSION)
+        log_format_file = log_format_file.replace("{selected_module}", selected_module_str)
 
-    os.makedirs(log_dir, exist_ok=True)
-    os.makedirs(data_dir, exist_ok=True)
+        log_level = log_config.get("log_level", "INFO")
+        log_dir = log_config.get("log_dir", "tmp")
+        log_file = log_config.get("log_file", "server.log")
+        data_dir = log_config.get("data_dir", "data")
 
-    # 配置日志输出
-    logger.remove()
+        os.makedirs(log_dir, exist_ok=True)
+        os.makedirs(data_dir, exist_ok=True)
 
-    # 输出到控制台
-    logger.add(sys.stdout, format=log_format, level=log_level, filter=formatter)
+        # 配置日志输出
+        logger.remove()
 
-    # 输出到文件
-    logger.add(
-        os.path.join(log_dir, log_file),
-        format=log_format_file,
-        level=log_level,
-        filter=formatter,
-    )
+        # 输出到控制台
+        logger.add(sys.stdout, format=log_format, level=log_level, filter=formatter)
+
+        # 输出到文件
+        logger.add(
+            os.path.join(log_dir, log_file),
+            format=log_format_file,
+            level=log_level,
+            filter=formatter,
+        )
+        _logger_initialized = True  # 标记为已初始化
 
     return logger
+
+
+def update_module_string(selected_module_str):
+    """更新模块字符串并重新配置日志处理器"""
+    logger.debug(f"更新日志配置组件")
+    current_module = logger._core.extra["selected_module"]
+
+    if current_module == selected_module_str:
+        return
+
+    try:
+        logger.configure(extra={"selected_module": selected_module_str})
+
+        config = load_config()
+        log_config = config["log"]
+
+        log_format = log_config.get(
+            "log_format",
+            "<green>{time:YYMMDD HH:mm:ss}</green>[{version}_{extra[selected_module]}][<light-blue>{extra[tag]}</light-blue>]-<level>{level}</level>-<light-green>{message}</light-green>",
+        )
+        log_format_file = log_config.get(
+            "log_format_file",
+            "{time:YYYY-MM-DD HH:mm:ss} - {version_{extra[selected_module]}} - {name} - {level} - {extra[tag]} - {message}",
+        )
+
+        log_format = log_format.replace("{version}", SERVER_VERSION)
+        log_format = log_format.replace("{selected_module}", selected_module_str)
+        log_format_file = log_format_file.replace("{version}", SERVER_VERSION)
+        log_format_file = log_format_file.replace("{selected_module}", selected_module_str)
+
+        logger.remove()
+        logger.add(sys.stdout, format=log_format, level=log_config.get("log_level", "INFO"), filter=formatter)
+        logger.add(
+            os.path.join(log_config.get("log_dir", "tmp"), log_config.get("log_file", "server.log")),
+            format=log_format_file,
+            level=log_config.get("log_level", "INFO"),
+            filter=formatter
+        )
+
+    except Exception as e:
+        logger.error(f"日志配置更新失败: {str(e)}")
+        raise
diff --git a/main/xiaozhi-server/core/connection.py b/main/xiaozhi-server/core/connection.py
index 3243f18b..11ae6836 100644
--- a/main/xiaozhi-server/core/connection.py
+++ b/main/xiaozhi-server/core/connection.py
@@ -19,7 +19,6 @@ from core.utils.util import (
     initialize_tts,
 )
 from typing import Dict, Any
-from config.logger import setup_logging
 from core.mcp.manager import MCPManager
 from core.handle.reportHandle import report
 from core.providers.tts.default import DefaultTTS
@@ -33,6 +32,7 @@ from core.auth import AuthMiddleware, AuthenticationError
 from config.config_loader import get_private_config_from_api
 from core.handle.receiveAudioHandle import handleAudioMessage
 from core.providers.tts.dto.dto import ContentType, TTSMessageDTO, SentenceType
+from config.logger import setup_logging, build_module_string, update_module_string
 from config.manage_api_client import DeviceNotFoundException, DeviceBindException
 
 
@@ -299,7 +299,10 @@ class ConnectionHandler:
 
     def _initialize_components(self):
         try:
-
+            self.selected_module_str = build_module_string(
+                self.config.get("selected_module", {})
+            )
+            update_module_string(self.selected_module_str)
             """初始化组件"""
             if self.config.get("prompt") is not None:
                 self.prompt = self.config["prompt"]