diff --git a/langchain/document_loaders/online_pdf.py b/langchain/document_loaders/online_pdf.py
index d15ab384..ad0b17f8 100644
--- a/langchain/document_loaders/online_pdf.py
+++ b/langchain/document_loaders/online_pdf.py
@@ -1,6 +1,7 @@
 """Loader that loads online PDF files."""
 
 import tempfile
+from pathlib import Path
 from typing import List
 
 import requests
@@ -21,9 +22,9 @@ class OnlinePDFLoader(BaseLoader):
         """Load documents."""
         r = requests.get(self.web_path)
         with tempfile.TemporaryDirectory() as temp_dir:
-            file_path = f"{temp_dir}/online_file.pdf"
+            file_path = Path(temp_dir) / "online_file.pdf"
             file = open(file_path, "wb")
             file.write(r.content)
             file.close()
-            loader = UnstructuredPDFLoader(file_path)
+            loader = UnstructuredPDFLoader(str(file_path))
             return loader.load()