diff --git a/emoji_reviewer.py b/emoji_reviewer.py
index 796cb8ef..96da18ea 100644
--- a/emoji_reviewer.py
+++ b/emoji_reviewer.py
@@ -25,11 +25,7 @@ except ImportError:
     # 配置控制台输出格式
     logger.remove()  # 移除默认的处理器
     logger.add(sys.stderr, format="{time:MM-DD HH:mm} | emoji_reviewer | {message}")  # 添加控制台输出
-    logger.add(
-        "logs/emoji_reviewer/{time:YYYY-MM-DD}.log",
-        rotation="00:00",
-        format="{time:MM-DD HH:mm} | emoji_reviewer | {message}"
-    )
+    logger.add("logs/emoji_reviewer/{time:YYYY-MM-DD}.log", rotation="00:00", format="{time:MM-DD HH:mm} | emoji_reviewer | {message}")
     logger.warning("检测到src.common.logger并未导入，将使用默认loguru作为日志记录器")
     logger.warning("如果你是用的是低版本(0.5.13)麦麦，请忽略此警告")
 # 忽略 gradio 版本警告
@@ -47,8 +43,8 @@ if os.path.exists(bot_config_path):
         except tomli.TOMLDecodeError as e:
             logger.critical(f"配置文件bot_config.toml填写有误，请检查第{e.lineno}行第{e.colno}处：{e.msg}")
             exit(1)
-        except KeyError:
-            logger.critical("配置文件bot_config.toml缺少model.embedding设置，请补充后再编辑表情包")
+        except KeyError as e:
+            logger.critical(f"配置文件bot_config.toml缺少model.embedding设置，请补充后再编辑表情包")
             exit(1)
 else:
     logger.critical(f"没有找到配置文件{bot_config_path}")
@@ -65,7 +61,7 @@ tags = {
     "blacklist": ("黑名单", "排除"),
 }
 format_choices = ["包括", "无"]
-formats = ["jpg", "jpeg", "png", "gif", "其它"]
+formats = ["jpg", "png", "gif"]
 
 
 def signal_handler(signum, frame):
@@ -110,7 +106,7 @@ async def get_embedding(text):
             return embedding
         else:
             return f"网络错误{response.status_code}"
-    except Exception:
+    except:
         return None
 
 
@@ -137,16 +133,10 @@ def filter_emojis(tag_filters, format_filters):
         elif value == "排除":
             e_filtered = [d for d in e_filtered if tag not in d]
 
-    if '其它' in format_include:
-        exclude = [f for f in formats if f not in format_include]
-        if exclude:
-            ff = '|'.join(exclude)
-            compiled_pattern = re.compile(rf"\.({ff})$", re.IGNORECASE)
-            e_filtered = [d for d in e_filtered if not compiled_pattern.search(d.get("path", ""), re.IGNORECASE)]
-    else:
+    if len(format_include) > 0:
         ff = '|'.join(format_include)
-        compiled_pattern = re.compile(rf"\.({ff})$", re.IGNORECASE)
-        e_filtered = [d for d in e_filtered if compiled_pattern.search(d.get("path", ""), re.IGNORECASE)]
+        pattern = rf"\.({ff})$"
+        e_filtered = [d for d in e_filtered if re.search(pattern, d.get("path", ""), re.IGNORECASE)]
 
     emoji_filtered = e_filtered
 
@@ -180,7 +170,7 @@ def on_select(evt: gr.SelectData, *tag_values):
     if new_index is None:
         emoji_show = None
         targets = []
-        for current_value in tag_values:
+        for current_value, tag in zip(tag_values, tags.keys()):
             if current_value:
                 neglect_update += 1
                 targets.append(False)
@@ -234,11 +224,7 @@ async def save_desc(desc):
             yield ["正在构建embedding，请勿关闭页面...", gr.update(interactive=False), gr.update(interactive=False)]
             embedding = await get_embedding(desc)
             if embedding is None or isinstance(embedding, str):
-                yield [
-                    f"<span style='color: red;'>获取embeddings失败！{embedding}</span>",
-                    gr.update(interactive=True),
-                    gr.update(interactive=True)
-                ]
+                yield [f"<span style='color: red;'>获取embeddings失败！{embedding}</span>", gr.update(interactive=True), gr.update(interactive=True)]
             else:
                 e_id = emoji_show["_id"]
                 update_dict = {"$set": {"embedding": embedding, "description": desc}}
@@ -253,11 +239,7 @@ async def save_desc(desc):
                 logger.info(f'Update description and embeddings: {e_id}(hash={hash})')
                 yield ["保存完成", gr.update(value=desc, interactive=True), gr.update(interactive=True)]
         except Exception as e:
-            yield [
-                f"<span style='color: red;'>出现异常: {e}</span>",
-                gr.update(interactive=True),
-                gr.update(interactive=True)
-            ]
+            yield [f"<span style='color: red;'>出现异常: {e}</span>", gr.update(interactive=True), gr.update(interactive=True)]
 
     else:
         yield ["没有选中表情包", gr.update()]
@@ -361,8 +343,8 @@ with gr.Blocks(title="MaimBot表情包审查器") as app:
     gallery.select(fn=on_select, inputs=list(tag_boxes.values()), outputs=[gallery, description, *tag_boxes.values()])
     revert_btn.click(fn=revert_desc, inputs=None, outputs=description)
     save_btn.click(fn=save_desc, inputs=description, outputs=[description_label, description, save_btn])
-    for box in tag_boxes.values():
-        box.change(fn=change_tag, inputs=list(tag_boxes.values()), outputs=description_label)
+    for k, v in tag_boxes.items():
+        v.change(fn=change_tag, inputs=list(tag_boxes.values()), outputs=description_label)
     app.load(
         fn=update_gallery,
         inputs=[check_from_latest, *filters],
diff --git a/src/plugins/chat/emoji_manager.py b/src/plugins/chat/emoji_manager.py
index 683a3773..8dea30b6 100644
--- a/src/plugins/chat/emoji_manager.py
+++ b/src/plugins/chat/emoji_manager.py
@@ -398,9 +398,7 @@ class EmojiManager:
                     # 修复拼写错误
                     if "discription" in emoji:
                         desc = emoji["discription"]
-                        db.emoji.update_one(
-                            {"_id": emoji["_id"]}, {"$unset": {"discription": ""}, "$set": {"description": desc}}
-                        )
+                        db.emoji.update_one({"_id": emoji["_id"]}, {"$unset": {"discription": ""}, "$set": {"description": desc}})
 
                 except Exception as item_error:
                     logger.error(f"[错误] 处理表情包记录时出错: {str(item_error)}")
diff --git a/src/plugins/chat/relationship_manager.py b/src/plugins/chat/relationship_manager.py
index 53cb0abb..f996d4fd 100644
--- a/src/plugins/chat/relationship_manager.py
+++ b/src/plugins/chat/relationship_manager.py
@@ -6,7 +6,6 @@ from ...common.database import db
 from .message_base import UserInfo
 from .chat_stream import ChatStream
 import math
-from bson.decimal128 import Decimal128
 
 logger = get_module_logger("rel_manager")
 
@@ -114,19 +113,6 @@ class RelationshipManager:
         if relationship:
             for k, value in kwargs.items():
                 if k == "relationship_value":
-                    # 检查relationship.relationship_value是否为double类型
-                    if not isinstance(relationship.relationship_value, float):
-                        try:
-                            # 处理 Decimal128 类型
-                            if isinstance(relationship.relationship_value, Decimal128):
-                                relationship.relationship_value = float(relationship.relationship_value.to_decimal())
-                            else:
-                                relationship.relationship_value = float(relationship.relationship_value)
-                            logger.info(f"[关系管理] 用户 {user_id}({platform}) 的关系值已转换为double类型: {relationship.relationship_value}")
-                        except (ValueError, TypeError):
-                            # 如果不能解析/强转则将relationship.relationship_value设置为double类型的0
-                            relationship.relationship_value = 0.0
-                            logger.warning(f"[关系管理] 用户 {user_id}({platform}) 的关系值无法转换为double类型，已设置为0")
                     relationship.relationship_value += value
             await self.storage_relationship(relationship)
             relationship.saved = True
@@ -325,7 +311,7 @@ class RelationshipManager:
             level_num = 0
         elif -227 <= relationship_value < -73:
             level_num = 1
-        elif -73 <= relationship_value < 227:
+        elif -76 <= relationship_value < 227:
             level_num = 2
         elif 227 <= relationship_value < 587:
             level_num = 3