diff --git a/lightrag/tools/README_MIGRATE_LLM_CACHE.md b/lightrag/tools/README_MIGRATE_LLM_CACHE.md
index beb7e6b0..8dd72984 100644
--- a/lightrag/tools/README_MIGRATE_LLM_CACHE.md
+++ b/lightrag/tools/README_MIGRATE_LLM_CACHE.md
@@ -258,7 +258,7 @@ The tool implements comprehensive error tracking to ensure transparent and resil
 ### Error Reporting
 After migration completes, a detailed report includes:
 - **Statistics**: Total records, success/failure counts, success rate
-- **Error Summary**: Grouped by error type with occurrence counts  
+- **Error Summary**: Grouped by error type with occurrence counts
 - **Error Details**: Batch number, error type, message, and records lost
 - **Recommendations**: Clear indication of success or need for review
 
diff --git a/lightrag/tools/migrate_llm_cache.py b/lightrag/tools/migrate_llm_cache.py
index a9d1f18a..26b7c81c 100644
--- a/lightrag/tools/migrate_llm_cache.py
+++ b/lightrag/tools/migrate_llm_cache.py
@@ -6,9 +6,7 @@ This tool migrates LLM response cache (default:extract:* and default:summary:*)
 between different KV storage implementations while preserving workspace isolation.
 
 Usage:
-    python -m lightrag.tools.migrate_llm_cache
-    # or
-    python lightrag/tools/migrate_llm_cache.py
+    python tools/migrate_llm_cache.py
 
 Supported KV Storage Types:
     - JsonKVStorage
@@ -25,17 +23,14 @@ from typing import Any, Dict, List
 from dataclasses import dataclass, field
 from dotenv import load_dotenv
 
-# Add project root to path for imports
-sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
+# Add parent directory to path for imports
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 
 from lightrag.kg import STORAGE_ENV_REQUIREMENTS
 from lightrag.namespace import NameSpace
 from lightrag.utils import setup_logger
 
 # Load environment variables
-# use the .env that is inside the current folder
-# allows to use different .env file for each lightrag instance
-# the OS environment variables take precedence over the .env file
 load_dotenv(dotenv_path=".env", override=False)
 
 # Setup logger
@@ -662,10 +657,6 @@ class MigrationTool:
     async def run(self):
         """Run the migration tool"""
         try:
-            # Initialize shared storage (REQUIRED for storage classes to work)
-            from lightrag.kg.shared_storage import initialize_share_data
-            initialize_share_data(workers=1)
-            
             # Print header
             self.print_header()
             self.print_storage_types()
@@ -716,7 +707,7 @@ class MigrationTool:
 
             if target_data:
                 print(
-                    f"\n⚠️ Warning: Target storage already has {len(target_data):,} records"
+                    f"\n⚠ Warning: Target storage already has {len(target_data):,} records"
                 )
                 print("Migration will overwrite records with the same keys")
 
@@ -760,13 +751,6 @@ class MigrationTool:
                     await self.target_storage.finalize()
                 except Exception:
                     pass
-            
-            # Finalize shared storage
-            try:
-                from lightrag.kg.shared_storage import finalize_share_data
-                finalize_share_data()
-            except Exception:
-                pass
 
 
 async def main():