diff --git a/README.md b/README.md
index f551b97..4129904 100755
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # My wallpapers
 
-This is a repository containing wallpapers that I have gathered over the years. I have a python script 
+This is a repository containing wallpapers that I have gathered over the years. I have a python script that goes through the folder [wallpapers](/wallpapers) and makes thumbnails for each of the wallpapers in each of the folders and organizes them inside of the README. 
 
 <!-- THUMBNAILS_START -->
 
@@ -34,6 +34,11 @@ This is a repository containing wallpapers that I have gathered over the years.
 
 <!-- THUMBNAILS_END -->
 
-## References
+## Wallpaper Sources 
 
 Here are some of the links to places that I have gotten these wallpapers from. 
+
+## Code Resources 
+
+- This code was written with the assistance of GPT-4. 
+- I give thanks to @wdsrocha and his [wallpaper repository](https://github.com/wdsrocha/wallpapers) for inspiration in making this.