Update index.md

Signed-off-by: Robin Davies <rerdavies@gmail.com>

docs/index.md

@@ -6,8 +6,8 @@
 <p style="padding-top: 0px; opacity: 0.6; padding-bottom: 16px">A Raspberry Pi-based stomp box designed to be controlled from a phone or tablet.</p>
 
 <a href="https://rerdavies.github.io/pipedal/ReleaseNotes"><img src="https://img.shields.io/github/v/release/rerdavies/pipedal?color=%23808080"/></a>
-<a href="https://rerdavies.github.io/pipedal/download"><img src="https://img.shields.io/badge/Download-40FF80" /></a>
-<a href="https://rerdavies.github.io/pipedal/Documentation"><img src="https://img.shields.io/badge/Docmentation-0080FF"/></a>
+<a href="https://rerdavies.github.io/pipedal/download"><img src="https://img.shields.io/badge/Download-008060" /></a>
+<a href="https://rerdavies.github.io/pipedal/Documentation"><img src="https://img.shields.io/badge/Docmentation-0060d0"/></a>
 
 _To download PiPedal, click [*here*](download.md). 
 To view PiPedal documentation, click [*here*](Documentation.md)._
@@ -18,11 +18,12 @@ PiPedal running on a Raspberry Pi 4 or Pi 5 provides stable super-low-latency au
 PiPedal will also run on Ubuntu 22.x (amd64/x64 and aarch64). Make sure you follow the [Ubuntu post-install 
 instructions](https://rerdavies.github.io/pipedal/Configuring.html) to make sure your Ubuntu OS is using a  realtime-capable kernel.
 
+{% include gallery.html %}
+
+PiPedal includes state-of-the-art AI-based guitar amp emulation plugins based on the famous Neural Amp Modeler (NAM) and ML libraries which provide amp modelling that will blow your mind.
 
 {% include demo.html %}
 
-{% include gallery.html %}
-
 PiPedal can be remotely controlled via a web interface over Ethernet, or Wi-Fi. If you don't have access to a Wi-Fi router, PiPedal can be configured to 
 start a Wi-Fi hotspot automatically, whenever your Raspberry Pi can't connect to your home network.