diff --git a/litellm/llms/vertex_ai_and_google_ai_studio/gemini/transformation.py b/litellm/llms/vertex_ai_and_google_ai_studio/gemini/transformation.py
index 4b5b7281b..c9fe6e3f4 100644
--- a/litellm/llms/vertex_ai_and_google_ai_studio/gemini/transformation.py
+++ b/litellm/llms/vertex_ai_and_google_ai_studio/gemini/transformation.py
@@ -107,6 +107,10 @@ def _get_image_mime_type_from_url(url: str) -> Optional[str]:
         return "image/png"
     elif url.endswith(".webp"):
         return "image/webp"
+    elif url.endswith(".mp4"):
+        return "video/mp4"
+    elif url.endswith(".pdf"):
+        return "application/pdf"
     return None
 
 
diff --git a/tests/llm_translation/test_vertex.py b/tests/llm_translation/test_vertex.py
index 1ea2514c9..425b6f9f4 100644
--- a/tests/llm_translation/test_vertex.py
+++ b/tests/llm_translation/test_vertex.py
@@ -1146,6 +1146,21 @@ def test_process_gemini_image():
         mime_type="image/png", file_uri="https://example.com/image.png"
     )
 
+    # Test HTTPS VIDEO URL
+    https_result = _process_gemini_image("https://cloud-samples-data/video/animals.mp4")
+    print("https_result PNG", https_result)
+    assert https_result["file_data"] == FileDataType(
+        mime_type="video/mp4", file_uri="https://cloud-samples-data/video/animals.mp4"
+    )
+
+    # Test HTTPS PDF URL
+    https_result = _process_gemini_image("https://cloud-samples-data/pdf/animals.pdf")
+    print("https_result PDF", https_result)
+    assert https_result["file_data"] == FileDataType(
+        mime_type="application/pdf",
+        file_uri="https://cloud-samples-data/pdf/animals.pdf",
+    )
+
     # Test base64 image
     base64_image = "data:image/jpeg;base64,/9j/4AAQSkZJRg..."
     base64_result = _process_gemini_image(base64_image)