diff --git a/config.py b/config.py
index 684a4f05..57e00f39 100644
--- a/config.py
+++ b/config.py
@@ -12,9 +12,10 @@ class Config:
 
     def _init_lora_paths(self) -> List[str]:
         """Initialize and validate LoRA paths from ComfyUI settings"""
-        paths = [path.replace(os.sep, "/") 
+        paths = list(set(path.replace(os.sep, "/") 
                 for path in folder_paths.get_folder_paths("loras") 
-                if os.path.exists(path)]
+                if os.path.exists(path)))
+        print("Found LoRA roots:", "\n - " + "\n - ".join(paths))
         
         if not paths:
             raise ValueError("No valid loras folders found in ComfyUI configuration")
diff --git a/lora_manager.py b/lora_manager.py
index a27511fd..c9801b26 100644
--- a/lora_manager.py
+++ b/lora_manager.py
@@ -1,7 +1,9 @@
+import asyncio
 from server import PromptServer # type: ignore
 from .config import config
 from .routes.lora_routes import LoraRoutes
 from .routes.api_routes import ApiRoutes
+from .services.lora_scanner import LoraScanner
 
 class LoraManager:
     """Main entry point for LoRA Manager plugin"""
@@ -20,5 +22,29 @@ class LoraManager:
         app.router.add_static('/loras_static', config.static_path)
         
         # Setup feature routes
+        routes = LoraRoutes()
+        api_routes = ApiRoutes()
+        
         LoraRoutes.setup_routes(app)
-        ApiRoutes.setup_routes(app)
\ No newline at end of file
+        ApiRoutes.setup_routes(app)
+        
+        # Schedule cache initialization using the application's startup handler
+        app.on_startup.append(lambda app: cls._schedule_cache_init(routes.scanner))
+    
+    @classmethod
+    async def _schedule_cache_init(cls, scanner: LoraScanner):
+        """Schedule cache initialization in the running event loop"""
+        try:
+            # Create the initialization task
+            asyncio.create_task(cls._initialize_cache(scanner))
+        except Exception as e:
+            print(f"LoRA Manager: Error scheduling cache initialization: {e}")
+    
+    @classmethod
+    async def _initialize_cache(cls, scanner: LoraScanner):
+        """Initialize cache in background"""
+        try:
+            await scanner.get_cached_data(force_refresh=True)
+            print("LoRA Manager: Cache initialization completed")
+        except Exception as e:
+            print(f"LoRA Manager: Error initializing cache: {e}")
\ No newline at end of file
diff --git a/services/lora_scanner.py b/services/lora_scanner.py
index 55aa8177..b039ca19 100644
--- a/services/lora_scanner.py
+++ b/services/lora_scanner.py
@@ -1,6 +1,7 @@
 import os
 import logging
 import time
+import asyncio
 from typing import List, Dict, Optional
 from dataclasses import dataclass
 from operator import itemgetter
@@ -55,34 +56,59 @@ class LoraScanner:
 
     def __init__(self):
         self._cache: Optional[LoraCache] = None
+        self._initialization_lock = asyncio.Lock()
+        self._initialization_task: Optional[asyncio.Task] = None
         self.cache_ttl = 300  # 5 minutes cache TTL
 
     async def get_cached_data(self, force_refresh: bool = False) -> LoraCache:
         """Get cached LoRA data, refresh if needed"""
-        current_time = time.time()
+        async with self._initialization_lock:
+            current_time = time.time()
+            
+            # 如果正在初始化，等待完成
+            if self._initialization_task and not self._initialization_task.done():
+                try:
+                    await self._initialization_task
+                except Exception as e:
+                    logger.error(f"Cache initialization failed: {e}")
+                    self._initialization_task = None
+            
+            if (self._cache is None or 
+                force_refresh or 
+                current_time - self._cache.timestamp > self.cache_ttl):
+                
+                # 创建新的初始化任务
+                if not self._initialization_task or self._initialization_task.done():
+                    self._initialization_task = asyncio.create_task(self._initialize_cache())
+                
+                try:
+                    await self._initialization_task
+                except Exception as e:
+                    logger.error(f"Cache initialization failed: {e}")
+                    # 如果缓存已存在，继续使用旧缓存
+                    if self._cache is None:
+                        raise  # 如果没有缓存，则抛出异常
+            
+            return self._cache
+
+    async def _initialize_cache(self) -> None:
+        """Initialize or refresh the cache"""
+        # Scan for new data
+        raw_data = await self.scan_all_loras()
         
-        if (self._cache is None or 
-            force_refresh or 
-            current_time - self._cache.timestamp > self.cache_ttl):
-            
-            # Scan for new data
-            raw_data = await self.scan_all_loras()
-            
-            # Create sorted views
-            sorted_by_name = sorted(raw_data, key=itemgetter('model_name'))
-            sorted_by_date = sorted(raw_data, key=itemgetter('modified'), reverse=True)
-            folders = sorted(list(set(l['folder'] for l in raw_data)))
-            
-            # Update cache
-            self._cache = LoraCache(
-                raw_data=raw_data,
-                sorted_by_name=sorted_by_name,
-                sorted_by_date=sorted_by_date,
-                folders=folders,
-                timestamp=current_time
-            )
+        # Create sorted views
+        sorted_by_name = sorted(raw_data, key=itemgetter('model_name'))
+        sorted_by_date = sorted(raw_data, key=itemgetter('modified'), reverse=True)
+        folders = sorted(list(set(l['folder'] for l in raw_data)))
         
-        return self._cache
+        # Update cache
+        self._cache = LoraCache(
+            raw_data=raw_data,
+            sorted_by_name=sorted_by_name,
+            sorted_by_date=sorted_by_date,
+            folders=folders,
+            timestamp=time.time()
+        )
 
     async def get_paginated_data(self, 
                                 page: int, 
@@ -90,6 +116,7 @@ class LoraScanner:
                                 sort_by: str = 'date',
                                 folder: Optional[str] = None) -> Dict:
         """Get paginated LoRA data"""
+        # 确保缓存已初始化
         cache = await self.get_cached_data()
         
         # Select sorted data based on sort_by parameter