chore(api): organize imports and refactor database context management

.gitignore

@@ -29,6 +29,7 @@ search_results.json
 api/migrations/versions
 tmp
 files
+powers/ 
 
 # Exclude dep files
 huggingface.co/

api/app/tasks.py

@@ -1,16 +1,16 @@
 import asyncio
-from concurrent.futures import ThreadPoolExecutor
 import json
 import os
 import re
+import shutil
 import time
 import uuid
-from uuid import UUID
+from concurrent.futures import ThreadPoolExecutor
 from datetime import datetime, timezone
 from math import ceil
 from pathlib import Path
-import shutil
 from typing import Any, Dict, List, Optional
+from uuid import UUID
 
 import redis
 import requests
@@ -38,7 +38,7 @@ from app.db import get_db, get_db_context
 from app.models.document_model import Document
 from app.models.file_model import File
 from app.models.knowledge_model import Knowledge
-from app.schemas import file_schema, document_schema
+from app.schemas import document_schema, file_schema
 from app.services.memory_agent_service import MemoryAgentService
 from app.utils.config_utils import resolve_config_id
 
@@ -67,8 +67,9 @@ def parse_document(file_path: str, document_id: uuid.UUID):
     Document parsing, vectorization, and storage
     """
     # Force re-importing Trio in child processes (to avoid inheriting the state of the parent process)
-    import trio
     import importlib
+
+    import trio
     importlib.reload(trio)
     db = next(get_db())  # Manually call the generator
     db_document = None
@@ -297,8 +298,9 @@ def build_graphrag_for_kb(kb_id: uuid.UUID):
     build knowledge graph
     """
     # Force re-importing Trio in child processes (to avoid inheriting the state of the parent process)
-    import trio
     import importlib
+
+    import trio
     importlib.reload(trio)
     db = next(get_db())  # Manually call the generator
     db_documents = None
@@ -932,24 +934,18 @@ def read_message_task(self, end_user_id: str, message: str, history: List[Dict[s
     if actual_config_id is None:
         try:
             from app.services.memory_agent_service import get_end_user_connected_config
-            db = next(get_db())
-            try:
+            with get_db_context() as db:
                 connected_config = get_end_user_connected_config(end_user_id, db)
                 actual_config_id = connected_config.get("memory_config_id")
-            finally:
-                db.close()
         except Exception:
             # Log but continue - will fail later with proper error
             pass
 
     async def _run() -> str:
-        db = next(get_db())
-        try:
+        with get_db_context() as db:
             service = MemoryAgentService()
             return await service.read_memory(end_user_id, message, history, search_switch, actual_config_id, db,
                                              storage_type, user_rag_memory_id)
-        finally:
-            db.close()
 
     try:
         # 使用 nest_asyncio 来避免事件循环冲突
@@ -1049,19 +1045,15 @@ def write_message_task(self, end_user_id: str, message: list[dict], config_id: s
     if actual_config_id is None:
         try:
             from app.services.memory_agent_service import get_end_user_connected_config
-            db = next(get_db())
-            try:
+            with get_db_context() as db:
                 connected_config = get_end_user_connected_config(end_user_id, db)
                 actual_config_id = connected_config.get("memory_config_id")
-            finally:
-                db.close()
         except Exception:
             # Log but continue - will fail later with proper error
             pass
 
     async def _run() -> str:
-        db = next(get_db())
-        try:
+        with get_db_context() as db:
             logger.info(
                 f"[CELERY WRITE] Executing MemoryAgentService.write_memory with config_id={actual_config_id} (type: {type(actual_config_id).__name__}), language={language}")
             service = MemoryAgentService()
@@ -1069,11 +1061,6 @@ def write_message_task(self, end_user_id: str, message: list[dict], config_id: s
                                                 user_rag_memory_id, language)
             logger.info(f"[CELERY WRITE] Write completed successfully: {result}")
             return result
-        except Exception as e:
-            logger.error(f"[CELERY WRITE] Write failed: {e}", exc_info=True)
-            raise
-        finally:
-            db.close()
 
     try:
         # 使用 nest_asyncio 来避免事件循环冲突
@@ -1328,9 +1315,9 @@ def write_all_workspaces_memory_task(self) -> Dict[str, Any]:
 
     async def _run() -> Dict[str, Any]:
         from app.core.logging_config import get_api_logger
-        from app.models.workspace_model import Workspace
         from app.models.app_model import App
         from app.models.end_user_model import EndUser
+        from app.models.workspace_model import Workspace
         from app.repositories.memory_increment_repository import write_memory_increment
         from app.services.memory_storage_service import search_all