diff --git a/docs/_static/custom.js b/docs/_static/custom.js
new file mode 100644
index 00000000000..6b867194374
--- /dev/null
+++ b/docs/_static/custom.js
@@ -0,0 +1,16 @@
+document.addEventListener("DOMContentLoaded", function () {
+  var script = document.createElement("script");
+  script.type = "module";
+  script.id = "runllm-widget-script"
+
+  script.src = "https://cdn.jsdelivr.net/npm/@runllm/search-widget@stable/dist/run-llm-search-widget.es.js";
+
+  script.setAttribute("version", "stable");
+  script.setAttribute("runllm-keyboard-shortcut", "Mod+j"); // cmd-j or ctrl-j to open the widget.
+  script.setAttribute("runllm-name", "Modin");
+  script.setAttribute("runllm-position", "BOTTOM_RIGHT");
+  script.setAttribute("runllm-assistant-id", "164");
+
+  script.async = true;
+  document.head.appendChild(script);
+});
diff --git a/docs/conf.py b/docs/conf.py
index 783eb11e414..cde50b8cadd 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -115,6 +115,8 @@ def noop_decorator(*args, **kwargs):
 # directories to ignore when looking for source files.
 # This pattern also affects html_static_path and html_extra_path .
 exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
+html_static_path = ["_static"]
+html_js_files = ["custom.js"]
 
 # The name of the Pygments (syntax highlighting) style to use.
 pygments_style = "sphinx"