diff --git a/src/common/logger.py b/src/common/logger.py
index b7993f7a8..0b434d084 100644
--- a/src/common/logger.py
+++ b/src/common/logger.py
@@ -1,7 +1,26 @@
+import logging
 from typing import Callable, Optional
 
 import structlog
 
+# TODO: customize the logger configuration as needed
+# TODO: compress the log output
+# TODO: output to a file with JSON format
+structlog.configure(
+    processors=[
+        structlog.contextvars.merge_contextvars,
+        structlog.processors.add_log_level,
+        structlog.processors.StackInfoRenderer(),
+        structlog.dev.set_exc_info,
+        structlog.processors.TimeStamper(fmt="%Y-%m-%d %H:%M:%S", utc=False),
+        structlog.dev.ConsoleRenderer(),
+    ],
+    wrapper_class=structlog.make_filtering_bound_logger(logging.NOTSET),
+    context_class=dict,
+    logger_factory=structlog.PrintLoggerFactory(),
+    cache_logger_on_first_use=False,
+)
+
 raw_logger = structlog.get_logger()
 
 binds: dict[str, Callable] = {}
@@ -12,5 +31,5 @@ def get_logger(name: Optional[str]):
         return raw_logger
     logger = binds.get(name)
     if logger is None:
-        binds[name] = logger = structlog.get_logger(name).bind(name=name)
+        binds[name] = logger = structlog.get_logger(name).bind(logger_name=name)
     return logger
diff --git a/src/common/message/api.py b/src/common/message/api.py
index 8863a9796..59ba9d1e2 100644
--- a/src/common/message/api.py
+++ b/src/common/message/api.py
@@ -7,6 +7,7 @@ from src.config.config import global_config
 
 global_api = None
 
+
 def get_global_api() -> MessageServer:
     """获取全局MessageServer实例"""
     global global_api
diff --git a/src/common/server.py b/src/common/server.py
index efb217bde..87760b89e 100644
--- a/src/common/server.py
+++ b/src/common/server.py
@@ -92,6 +92,7 @@ class Server:
 
 global_server = None
 
+
 def get_global_server() -> Server:
     """获取全局服务器实例"""
     global global_server
diff --git a/src/llm_models/utils_model.py b/src/llm_models/utils_model.py
index 7884f4bc7..7656e25e4 100644
--- a/src/llm_models/utils_model.py
+++ b/src/llm_models/utils_model.py
@@ -1,7 +1,6 @@
 import asyncio
 import json
 import re
-import sys
 from datetime import datetime
 from typing import Tuple, Union, Dict, Any
 import aiohttp
@@ -116,8 +115,10 @@ class LLMRequest:
             logger.error(f"原始 model dict 信息：{model}")
             logger.error(f"配置错误：找不到对应的配置项 - {str(e)}")
             raise ValueError(f"配置错误：找不到对应的配置项 - {str(e)}") from e
-        except KeyError as e:
-            logger.warn(f"找不到{model['provider']}_KEY或{model['provider']}_BASE_URL环境变量，请检查配置文件或环境变量设置。")
+        except KeyError:
+            logger.warn(
+                f"找不到{model['provider']}_KEY或{model['provider']}_BASE_URL环境变量，请检查配置文件或环境变量设置。"
+            )
         self.model_name: str = model["name"]
         self.params = kwargs