diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 6b5502b3c2..3da2e40e3f 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -2875,8 +2875,10 @@ async def google_callback(code: str, request: Request):
     import httpx
 
     scheme = request.url.scheme
-    host = request.url.hostname
+    host = request.url.hostname or "localhost"
     port = request.url.port or 4000
+    if "localhost" not in host:
+        scheme = "https"
 
     GOOGLE_REDIRECT_URI = f"{scheme}://{host}:{port}/google-callback"
     GOOGLE_CLIENT_ID = (