refactor(memory): restructure memory system and improve configuration management

- Remove deprecated main.py entry point from memory module
- Reorganize imports across controllers and services for consistency
- Update emotion controller to pass db session instead of config_id to services
- Enhance memory agent controller with db session parameter for status_type and user_profile endpoints
- Refactor memory agent service to accept db parameter in classify_message_type method
- Improve configuration handling in celery_app by removing automatic database reload
- Update all memory-related services to use centralized config management
- Standardize import ordering and remove unused imports across 50+ files
- Add pilot_run_service for new pilot execution workflow
- Refactor extraction engine, reflection engine, and search services for better modularity
- Update LLM utilities and embedder configuration for improved flexibility
- Enhance type classifier and verification tools with better error handling
- Improve memory evaluation modules (LOCOMO, LongMemEval, MemSciQA) with consistent patterns

api/app/controllers/memory_reflection_controller.py

@@ -1,22 +1,27 @@
 import asyncio
 import time
 
-from dotenv import load_dotenv
-from fastapi import APIRouter, Depends, HTTPException, status
-from sqlalchemy.orm import Session
-from sqlalchemy import text
-
 from app.core.logging_config import get_api_logger
+from app.core.memory.storage_services.reflection_engine.self_reflexion import (
+    ReflectionConfig,
+    ReflectionEngine,
+)
 from app.core.response_utils import success
-from app.core.memory.storage_services.reflection_engine.self_reflexion import ReflectionConfig, ReflectionEngine
-from app.dependencies import get_current_user
 from app.db import get_db
+from app.dependencies import get_current_user
 from app.models.user_model import User
 from app.repositories.data_config_repository import DataConfigRepository
 from app.repositories.neo4j.neo4j_connector import Neo4jConnector
-from app.services.memory_reflection_service import WorkspaceAppService, MemoryReflectionService
 from app.schemas.memory_reflection_schemas import Memory_Reflection
+from app.services.memory_reflection_service import (
+    MemoryReflectionService,
+    WorkspaceAppService,
+)
 from app.services.model_service import ModelConfigService
+from dotenv import load_dotenv
+from fastapi import APIRouter, Depends, HTTPException, status
+from sqlalchemy import text
+from sqlalchemy.orm import Session
 
 load_dotenv()
 api_logger = get_api_logger()