diff --git a/lightrag/api/lightrag_server.py b/lightrag/api/lightrag_server.py
index fe52f592..94d59f69 100644
--- a/lightrag/api/lightrag_server.py
+++ b/lightrag/api/lightrag_server.py
@@ -246,11 +246,11 @@ def display_splash_screen(args: argparse.Namespace) -> None:
         ASCIIColors.yellow(f"{protocol}://<your-ip-address>:{args.port}")
         ASCIIColors.white("    ├─ API Documentation (local): ", end="")
         ASCIIColors.yellow(f"{protocol}://localhost:{args.port}/docs")
-        ASCIIColors.white("    └─ Alternative Documentation (local): ", end="")
+        ASCIIColors.white("    ├─ Alternative Documentation (local): ", end="")
         ASCIIColors.yellow(f"{protocol}://localhost:{args.port}/redoc")
         ASCIIColors.white("    ├─ WebUI (local): ", end="")
         ASCIIColors.yellow(f"{protocol}://localhost:{args.port}/webui")
-        ASCIIColors.white("    ├─ Graph Viewer (local): ", end="")
+        ASCIIColors.white("    └─ Graph Viewer (local): ", end="")
         ASCIIColors.yellow(f"{protocol}://localhost:{args.port}/graph-viewer")
 
         ASCIIColors.yellow("\n📝 Note:")
diff --git a/lightrag/lightrag.py b/lightrag/lightrag.py
index d53a252d..daf4de20 100644
--- a/lightrag/lightrag.py
+++ b/lightrag/lightrag.py
@@ -69,7 +69,7 @@ STORAGE_IMPLEMENTATIONS = {
     "VECTOR_STORAGE": {
         "implementations": [
             "NanoVectorDBStorage",
-            "MilvusVectorDBStorge",
+            "MilvusVectorDBStorage",
             "ChromaVectorDBStorage",
             "TiDBVectorDBStorage",
             "PGVectorStorage",
@@ -123,7 +123,7 @@ STORAGE_ENV_REQUIREMENTS = {
     ],
     # Vector Storage Implementations
     "NanoVectorDBStorage": [],
-    "MilvusVectorDBStorge": [],
+    "MilvusVectorDBStorage": [],
     "ChromaVectorDBStorage": [],
     "TiDBVectorDBStorage": ["TIDB_USER", "TIDB_PASSWORD", "TIDB_DATABASE"],
     "PGVectorStorage": ["POSTGRES_USER", "POSTGRES_PASSWORD", "POSTGRES_DATABASE"],