diff --git a/README.md b/README.md
index fb997ce..a59dc5e 100644
--- a/README.md
+++ b/README.md
@@ -50,5 +50,5 @@ mycloud = "my_package.provider:MyCloudProvider"
 
 ## API Reference
 
-See [CREATING_PROVIDERS.md](../fluid-forge-cli/docs/CREATING_PROVIDERS.md) for
-the full guide.
+See the [Custom Providers Guide](https://agentics-rising.github.io/forge_docs/providers/custom-providers.html)
+for the full guide.