diff --git a/README.md b/README.md
index 385a094..2c98dc2 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ Download the notebook: [StableDiffusionUI_Voldemort_paperspace.ipynb](https://gi
 
 It's designed to automate pretty much the entire process of gettint your WebUI set up.
 
-Guide: [Docs/Paperspace Guide for Idiots.md](https://github.com/Engineer-of-Stuff/stable-diffusion-paperspace/blob/main/docs/Paperspace%20Guide%20for%20Idiots.md)
+Guide: [docs/Paperspace Guide for Idiots.md](https://github.com/Engineer-of-Stuff/stable-diffusion-paperspace/blob/main/docs/Paperspace%20Guide%20for%20Idiots.md)
 
 ### xformers
 
@@ -18,6 +18,10 @@ I've compiled wheels for a bunch of GPUs → https://github.com/Cyberes/xformers
 
 Other notebooks and old code.
 
+### /docs Directory
+- [docs/Paperspace Guide for Idiots.md](https://github.com/Engineer-of-Stuff/stable-diffusion-paperspace/blob/main/docs/Paperspace%20Guide%20for%20Idiots.md): how to install the notebook on Paperspace.
+- [docs/Tunneling Proxy for Paperspace.md](https://github.com/Engineer-of-Stuff/stable-diffusion-paperspace/blob/master/docs/Tunneling%20Proxy%20for%20Paperspace.md): what to do when Gradio sh*ts the bed.
+
 ### Linux
 
 See [stable-diffusion-webui-linux](https://github.com/Cyberes/stable-diffusion-webui-linux).