优化项目结构，格式化代码

plugins/hello_world_plugin/plugin.py

@@ -1,4 +1,4 @@
-from typing import Dict, List, Optional, Tuple, Type, Any
+from typing import List, Tuple, Type, Any
 from src.plugin_system import (
     BasePlugin,
     register_plugin,
@@ -14,7 +14,6 @@ from src.plugin_system import (
 
 from src.plugin_system.base.base_command import BaseCommand
 from src.plugin_system.apis import send_api
-from typing import Tuple
 from src.common.logger import get_logger
 
 logger = get_logger(__name__)

pyproject.toml

@@ -7,28 +7,38 @@ dependencies = [
     "aiohttp>=3.12.14",
     "aiohttp-cors>=0.8.1",
     "apscheduler>=3.11.0",
+    "asyncddgs>=0.1.0a1",
+    "asyncio>=4.0.0",
+    "beautifulsoup4>=4.13.4",
     "colorama>=0.4.6",
     "cryptography>=45.0.5",
     "customtkinter>=5.2.2",
     "dotenv>=0.9.9",
+    "exa-py>=1.14.20",
     "faiss-cpu>=1.11.0",
     "fastapi>=0.116.0",
     "google>=3.0.0",
     "google-genai>=1.29.0",
+    "httpx>=0.28.1",
     "jieba>=0.42.1",
     "json-repair>=0.47.6",
+    "json5>=0.12.1",
     "jsonlines>=4.0.0",
+    "lxml>=6.0.0",
     "maim-message>=0.3.8",
     "matplotlib>=3.10.3",
     "networkx>=3.4.2",
     "numpy>=2.2.6",
     "openai>=1.95.0",
+    "opencv-python>=4.11.0.86",
     "packaging>=25.0",
     "pandas>=2.3.1",
+    "peewee>=3.18.2",
     "pillow>=11.3.0",
     "psutil>=7.0.0",
     "pyarrow>=20.0.0",
     "pydantic>=2.11.7",
+    "pygments>=2.19.2",
     "pymongo>=4.13.2",
     "pymysql>=1.1.1",
     "pypinyin>=0.54.0",

requirements.txt

@@ -48,12 +48,12 @@ scikit-learn
 seaborn
 structlog
 watchdog
-httpx>=0.24.0
-requests>=2.28.0
-beautifulsoup4>=4.11.0
-lxml>=4.9.0
-json5>=0.9.0
-toml>=0.10.0
+httpx
+requests
+beautifulsoup4
+lxml
+json5
+toml
 beautifulsoup4
 exa_py
 asyncddgs

src/chat/memory_system/Hippocampus.py

@@ -16,7 +16,7 @@ from rich.traceback import install
 
 from src.llm_models.utils_model import LLMRequest
 from src.config.config import global_config, model_config
-from sqlalchemy import select,insert,update,text,delete
+from sqlalchemy import select,insert,update,delete
 from src.common.database.sqlalchemy_models import Messages, GraphNodes, GraphEdges  # SQLAlchemy Models导入
 from src.common.logger import get_logger
 from src.common.database.sqlalchemy_database_api import get_session

src/chat/message_receive/message.py

@@ -11,7 +11,7 @@ from maim_message import Seg, UserInfo, BaseMessageInfo, MessageBase
 from src.common.logger import get_logger
 from src.chat.utils.utils_image import get_image_manager
 from src.chat.utils.utils_voice import get_voice_text
-from src.multimodal.video_analyzer import get_video_analyzer
+from src.chat.utils.utils_video import get_video
 from .chat_stream import ChatStream
 
 install(extra_lines=3)
@@ -370,7 +370,7 @@ class MessageRecvS4U(MessageRecv):
                             logger.info(f"解码后视频大小: {len(video_bytes)} 字节")
                             
                             # 使用video analyzer分析视频
-                            video_analyzer = get_video_analyzer()
+                            video_analyzer = get_video()
                             result = await video_analyzer.analyze_video_from_bytes(
                                 video_bytes, 
                                 filename,

src/chat/utils/statistic.py

@@ -7,7 +7,7 @@ from typing import Any, Dict, Tuple, List
 
 from src.common.logger import get_logger
 from src.common.database.sqlalchemy_models import OnlineTime, LLMUsage, Messages
-from src.common.database.sqlalchemy_database_api import get_db_session, db_query, db_save, db_get
+from src.common.database.sqlalchemy_database_api import db_query, db_save, db_get
 from src.manager.async_task_manager import AsyncTask
 from src.manager.local_store_manager import local_storage
 

src/chat/utils/utils_video.py

@@ -12,7 +12,7 @@ import asyncio
 import base64
 from PIL import Image
 from pathlib import Path
-from typing import List, Tuple, Optional, Dict
+from typing import List, Tuple, Dict
 import io
 
 from src.llm_models.utils_model import LLMRequest
@@ -30,21 +30,20 @@ class VideoAnalyzer:
         # 使用专用的视频分析配置
         try:
             self.video_llm = LLMRequest(
-                model_set=model_config.model_task_config.video_analysis,
-                request_type="video_analysis"
+                model_set=model_config.model_task_config.utils_video,
+                request_type="utils_video"
             )
-            logger.info("✅ 使用video_analysis模型配置")
         except (AttributeError, KeyError) as e:
-            # 如果video_analysis不存在，使用vlm配置
+            # 如果utils_video不存在，使用vlm配置
             self.video_llm = LLMRequest(
                 model_set=model_config.model_task_config.vlm,
                 request_type="vlm"
             )
-            logger.warning(f"video_analysis配置不可用({e})，回退使用vlm配置")
+            logger.warning(f"utils_video配置不可用({e})，回退使用vlm配置")
         
         # 从配置文件读取参数，如果配置不存在则使用默认值
         try:
-            config = global_config.video_analysis
+            config = global_config.utils_video
             self.max_frames = config.max_frames
             self.frame_quality = config.frame_quality
             self.max_image_size = config.max_image_size
@@ -67,11 +66,11 @@ class VideoAnalyzer:
             self.frame_interval = 1.0  # 抽帧时间间隔（秒）
             self.batch_size = 3  # 批处理时每批处理的帧数
             self.timeout = 60.0  # 分析超时时间（秒）
-            logger.info(f"✅ 从配置文件读取视频分析参数")
+            logger.info("✅ 从配置文件读取视频分析参数")
             
         except AttributeError as e:
             # 如果配置不存在，使用代码中的默认值
-            logger.warning(f"配置文件中缺少video_analysis配置({e})，使用默认值")
+            logger.warning(f"配置文件中缺少utils_video配置({e})，使用默认值")
             self.max_frames = 6
             self.frame_quality = 85
             self.max_image_size = 600
@@ -345,8 +344,8 @@ class VideoAnalyzer:
 # 全局实例
 _video_analyzer = None
 
-def get_video_analyzer() -> VideoAnalyzer:
-    """获取视频分析器实例（单例模式）"""
+def get_video() -> VideoAnalyzer:
+    """获取视频分析器实例"""
     global _video_analyzer
     if _video_analyzer is None:
         _video_analyzer = VideoAnalyzer()

src/common/database/sqlalchemy_database_api.py

@@ -10,7 +10,7 @@ from typing import Dict, List, Any, Union, Type, Optional
 from contextlib import contextmanager
 from sqlalchemy.orm import Session
 from sqlalchemy.exc import SQLAlchemyError, DisconnectionError, OperationalError
-from sqlalchemy import desc, asc, func, and_, or_
+from sqlalchemy import desc, asc, func, and_
 from src.common.logger import get_logger
 from src.common.database.sqlalchemy_models import (
     Base, get_db_session, Messages, ActionRecords, PersonInfo, ChatStreams,
@@ -61,7 +61,7 @@ def get_db_session():
                 time.sleep(retry_delay * (attempt + 1))
             else:
                 raise
-        except Exception as e:
+        except Exception:
             if session:
                 session.rollback()
             raise

src/common/database/sqlalchemy_models.py

@@ -68,7 +68,7 @@ class SessionProxy:
                             # commit后不要清除session，只是刷新状态
                             pass  # 保持session活跃
                         return result
-                    except Exception as e:
+                    except Exception:
                         try:
                             if session and hasattr(session, 'rollback'):
                                 session.rollback()
@@ -555,7 +555,7 @@ def get_db_session():
         session = SessionLocal()
         yield session
         session.commit()
-    except Exception as e:
+    except Exception:
         if session:
             session.rollback()
         raise

src/common/schedule_manager.py

@@ -1,5 +1,4 @@
 import json
-import asyncio
 from datetime import datetime
 from typing import Optional, List, Dict, Any
 
@@ -93,13 +92,13 @@ class ScheduleManager:
                 existing_schedule = session.query(Schedule).filter(Schedule.date == today_str).first()
                 if existing_schedule:
                     # 更新现有日程 - 通过setattr或直接赋值
-                    setattr(existing_schedule, 'schedule_data', json.dumps(schedule_data))
-                    setattr(existing_schedule, 'updated_at', datetime.now())
+                    existing_schedule.schedule_data = json.dumps(schedule_data)
+                    existing_schedule.updated_at = datetime.now()
                 else:
                     # 创建新日程
                     new_schedule = Schedule()
-                    setattr(new_schedule, 'date', today_str)
-                    setattr(new_schedule, 'schedule_data', json.dumps(schedule_data))
+                    new_schedule.date = today_str
+                    new_schedule.schedule_data = json.dumps(schedule_data)
                     session.add(new_schedule)
             
             # 美化输出

src/config/api_ada_configs.py

@@ -141,7 +141,7 @@ class ModelTaskConfig(ConfigBase):
     schedule_generator: TaskConfig
     """日程生成模型配置"""
 
-    video_analysis: TaskConfig = field(default_factory=lambda: TaskConfig(
+    utils_video: TaskConfig = field(default_factory=lambda: TaskConfig(
         model_list=["qwen2.5-vl-72b"],
         max_tokens=1500,
         temperature=0.3

src/config/config.py

@@ -353,7 +353,7 @@ class Config(ConfigBase):
     custom_prompt: CustomPromptConfig
     voice: VoiceConfig
     schedule: ScheduleConfig
-    video_analysis: VideoAnalysisConfig = field(default_factory=lambda: VideoAnalysisConfig())
+    utils_video: VideoAnalysisConfig = field(default_factory=lambda: VideoAnalysisConfig())
 
 
 @dataclass

src/llm_models/model_client/aiohttp_gemini_client.py

@@ -1,10 +1,8 @@
 import asyncio
 import json
 import io
-import base64
-from typing import Callable, Any, Coroutine, Optional, List, AsyncIterator
+from typing import Callable, Any, Coroutine, Optional
 import aiohttp
-from json_repair import repair_json
 
 from src.config.api_ada_configs import ModelInfo, APIProvider
 from src.common.logger import get_logger
@@ -289,7 +287,7 @@ def _default_normal_response_parser(
             if "functionCall" in candidate:
                 func_call = candidate["functionCall"]
                 api_response.tool_calls = [ToolCall(
-                    f"gemini_call_0",
+                    "gemini_call_0",
                     func_call.get("name", ""),
                     func_call.get("args", {})
                 )]

src/multimodal/__init__.py

@@ -1,9 +0,0 @@
-#!/usr/bin/env python3
-# -*- coding: utf-8 -*-
-"""
-多模态模块初始化文件
-"""
-
-from .video_analyzer import VideoAnalyzer, get_video_analyzer
-
-__all__ = ['VideoAnalyzer', 'get_video_analyzer']

src/plugin_system/apis/send_api.py

@@ -32,18 +32,18 @@ import traceback
 import time
 import difflib
 import asyncio
-from typing import Optional, Union, Dict, Any
+from typing import Optional, Union, Dict
 from src.common.logger import get_logger
 
 # 导入依赖
 from src.chat.message_receive.chat_stream import get_chat_manager
-from maim_message import UserInfo, GroupInfo
+from maim_message import UserInfo
 from src.chat.message_receive.chat_stream import ChatStream
 from src.chat.message_receive.uni_message_sender import HeartFCSender
 from src.chat.message_receive.message import MessageSending, MessageRecv
 from src.chat.utils.chat_message_builder import get_raw_msg_before_timestamp_with_chat, replace_user_references_async
 from src.person_info.person_info import get_person_info_manager
-from maim_message import Seg, UserInfo
+from maim_message import Seg
 from src.config.config import global_config
 
 logger = get_logger("send_api")
@@ -520,7 +520,7 @@ async def adapter_command_to_stream(
             logger.error("[SendAPI] 发送适配器命令失败")
             return {"status": "error", "message": "发送适配器命令失败"}
 
-        logger.debug(f"[SendAPI] 已发送适配器命令，等待响应...")
+        logger.debug("[SendAPI] 已发送适配器命令，等待响应...")
 
         # 等待适配器响应
         response = await wait_adapter_response(message_id, timeout)

src/plugins/built_in/Maizone/config_loader.py

@@ -5,7 +5,6 @@ MaiZone插件独立配置文件加载系统
 它支持TOML格式的配置文件，具有配置验证、默认值处理、类型转换等功能。
 """
 
-import os
 import toml
 import shutil
 import datetime
@@ -165,8 +164,8 @@ class MaiZoneConfigLoader:
     
     def _save_config_to_file(self, config_data: Dict[str, Any]):
         """保存配置到文件（带注释）"""
-        toml_content = f"# MaiZone插件配置文件\n"
-        toml_content += f"# 让你的麦麦发QQ空间说说、评论、点赞，支持AI配图、定时发送和自动监控功能\n"
+        toml_content = "# MaiZone插件配置文件\n"
+        toml_content += "# 让你的麦麦发QQ空间说说、评论、点赞，支持AI配图、定时发送和自动监控功能\n"
         toml_content += f"# 配置版本: {self.config_version}\n\n"
         
         for section_name, section_spec in self.config_specs.items():
@@ -187,7 +186,7 @@ class MaiZoneConfigLoader:
                 if field_spec.choices:
                     toml_content += f"# 可选值: {', '.join(map(str, field_spec.choices))}\n"
                 if field_spec.min_value is not None or field_spec.max_value is not None:
-                    range_str = f"# 范围: "
+                    range_str = "# 范围: "
                     if field_spec.min_value is not None:
                         range_str += f"最小值 {field_spec.min_value}"
                     if field_spec.max_value is not None:

src/plugins/built_in/Maizone/monitor.py

@@ -2,7 +2,7 @@ import asyncio
 import random
 import time
 import traceback
-from typing import List, Dict, Any
+from typing import Dict, Any
 
 from src.common.logger import get_logger
 from src.plugin_system.apis import llm_api, config_api

src/plugins/built_in/Maizone/plugin.py

@@ -1,8 +1,7 @@
 import asyncio
 import random
 import time
-import traceback
-from typing import List, Tuple, Type, Union, Any, Optional
+from typing import List, Tuple, Type
 
 from src.common.logger import get_logger
 from src.plugin_system import (
@@ -88,7 +87,7 @@ class SendFeedCommand(BaseCommand):
             # 权限检查
             if not user_id or not self.check_permission(user_id):
                 logger.info(f"用户 {user_id} 权限不足")
-                await self.send_text(f"权限不足，无法使用此命令")
+                await self.send_text("权限不足，无法使用此命令")
                 return False, "权限不足", True
 
             # 获取主题
@@ -791,7 +790,7 @@ class MaiZonePlugin(BasePlugin):
 
             # 初始化定时管理器
             if self.config_loader.get_config("schedule.enable_schedule", False):
-                logger.info(f"定时任务启用状态: true")
+                logger.info("定时任务启用状态: true")
                 self.schedule_manager = ScheduleManager(self)
                 asyncio.create_task(self._start_scheduler_delayed())
                 

src/plugins/built_in/Maizone/qzone_utils.py

@@ -4,13 +4,10 @@ import os
 import random
 import time
 import datetime
-import traceback
 from typing import List, Dict, Any, Optional
 from pathlib import Path
 
-import httpx
 import requests
-import asyncio
 import bs4
 import json5
 

src/plugins/built_in/Maizone/scheduler.py

@@ -3,15 +3,13 @@ import datetime
 import time
 import traceback
 import os
-import json
-from typing import Dict, List, Any
+from typing import Dict, Any
 
 from src.common.logger import get_logger
 from src.plugin_system.apis import llm_api, config_api
 
 # 导入工具模块
 import sys
-import os
 sys.path.append(os.path.dirname(__file__))
 
 from qzone_utils import QZoneManager, get_send_history

src/plugins/built_in/WEB_SEARCH_TOOL/plugin.py

@@ -1,10 +1,8 @@
-import os
 import asyncio
 import functools
 from typing import Any, Dict, List
 from datetime import datetime, timedelta
 from exa_py import Exa
-import asyncio
 from asyncddgs import aDDGS
 
 from src.common.logger import get_logger
@@ -12,19 +10,12 @@ from typing import Tuple,Type
 from src.plugin_system import (
     BasePlugin,
     register_plugin,
-    BaseAction,
-    BaseCommand,
     BaseTool,
     ComponentInfo,
-    ActionActivationType,
     ConfigField,
-    BaseEventHandler,
     llm_api,
-    EventType,
-    MaiMessages,
     ToolParamType
 )
-from src.config.config import global_config
 import httpx
 from bs4 import BeautifulSoup
 

template/bot_config_template.toml

@@ -279,7 +279,7 @@ guidelines = """
 [experimental] #实验性功能
 enable_friend_chat = false # 是否启用好友聊天
 
-[video_analysis] # 视频分析配置
+[utils_video] # 视频分析配置
 enable = true # 是否启用视频分析功能
 analysis_mode = "batch_frames" # 分析模式："frame_by_frame"（逐帧分析，慢但详细）、"batch_frames"（批量分析，快但可能略简单）或 "auto"（自动选择）
 max_frames = 8 # 最大分析帧数

template/model_config_template.toml

@@ -148,7 +148,7 @@ max_tokens = 800
 model_list = ["qwen2.5-vl-72b"]
 max_tokens = 800
 
-[model_task_config.video_analysis] # 专用视频分析模型
+[model_task_config.utils_video] # 专用视频分析模型
 model_list = ["qwen2.5-vl-72b"]
 temperature = 0.3
 max_tokens = 1500