diff --git a/mix.exs b/mix.exs
index edbf417..4a8248f 100644
--- a/mix.exs
+++ b/mix.exs
@@ -55,7 +55,34 @@ defmodule DG.MixProject do
       canonical: "http://hexdocs.pm/dg",
       homepage_url: @source_url,
       source_url: @source_url,
-      source_ref: "v#{@version}"
+      source_ref: "v#{@version}",
+      before_closing_body_tag: &before_closing_body_tag/1
     ]
   end
+
+  defp before_closing_body_tag(:html) do
+    """
+    <script src="https://unpkg.com/mermaid@9.1.7/dist/mermaid.min.js"></script>
+    <script>
+      document.addEventListener("DOMContentLoaded", function () {
+        mermaid.initialize({ startOnLoad: false });
+        let id = 0;
+        for (const codeEl of document.querySelectorAll("pre code.mermaid")) {
+          const preEl = codeEl.parentElement;
+          const graphDefinition = codeEl.textContent;
+          const graphEl = document.createElement("div");
+          const graphId = "mermaid-graph-" + id++;
+          mermaid.render(graphId, graphDefinition, function (svgSource, bindListeners) {
+            graphEl.innerHTML = svgSource;
+            bindListeners && bindListeners(graphEl);
+            preEl.insertAdjacentElement("afterend", graphEl);
+            preEl.remove();
+          });
+        }
+      });
+    </script>
+    """
+  end
+
+  defp before_closing_body_tag(_), do: ""
 end