diff --git a/markdown/Creating a User Installable AI Bot for Discord.md b/markdown/Creating a User Installable AI Bot for Discord.md
index 2314e17..19142ff 100644
--- a/markdown/Creating a User Installable AI Bot for Discord.md	
+++ b/markdown/Creating a User Installable AI Bot for Discord.md	
@@ -6,7 +6,7 @@ This deep dive will explain how I built a user-installable version of the RayAI
 
 # Source: 
 
-## https://s.shells.lol/4rBj_qRTw
+## https://git.ssh.surf/snxraven/rayai/src/branch/main/bot/installableApp-groq.js
 
 
 ### Project Structure and Dependencies