diff --git a/docs/tutorial/images.md b/docs/tutorial/images.md
index a5059c3..3a7f61b 100644
--- a/docs/tutorial/images.md
+++ b/docs/tutorial/images.md
@@ -1,17 +1,17 @@
-## Image Generation
+# Image Generation
 
-Open WebUI now supports image generation through the AUTOMATIC1111 API. To set this up, follow these steps:
+Open WebUI now supports image generation through the AUTOMATIC1111 [API](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/API). To set this up, follow these steps:
 
-### Initial Setup
+## Initial Setup
 
-1. Ensure that you have AUTOMATIC1111 installed.
+1. Ensure that you have [AUTOMATIC1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui) installed.
 2. Launch the WebUI with additional flags to enable API access:
    ```
    ./webui.sh --api --listen
    ```
    For Docker installations, use the `--listen` flag to allow connections outside of localhost.
 
-### Configuring Open WebUI
+## Configuring Open WebUI
 
 1. In Open WebUI, navigate to Settings > Images.
 2. In the API URL field, enter the address where AUTOMATIC1111's API is accessible, following this format:
@@ -20,4 +20,4 @@ Open WebUI now supports image generation through the AUTOMATIC1111 API. To set t
    ```
    If you're running a Docker installation of Open WebUI and AUTOMATIC1111 on the same host, replace `<your_automatic1111_address>` with `host.docker.internal`.
 
-Please note that, as of now, only the AUTOMATIC1111 API is supported for image generation within Open WebUI.
\ No newline at end of file
+Please note that, as of now, only AUTOMATIC1111's API is supported for image generation within Open WebUI.