diff --git a/custom_theme/main.html b/custom_theme/main.html
index 4c73cdc..bffbb07 100644
--- a/custom_theme/main.html
+++ b/custom_theme/main.html
@@ -8,15 +8,4 @@
 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);
 })(window,document,'script','dataLayer','GTM-PG938LS');</script>
 <!-- End Google Tag Manager -->
-<!-- Delighted Survey tool -->
-<script type="text/javascript">
-	!function(e,t,r,n){if(!e[n]){for(var a=e[n]=[],i=["survey","reset","config","init","set","get","event","identify","track","page","screen","group","alias"],s=0;s<i.length;s++){var c=i[s];a[c]=a[c]||function(e){return function(){var t=Array.prototype.slice.call(arguments);a.push([e,t])}}(c)}a.SNIPPET_VERSION="1.0.1";var o=t.createElement("script");o.type="text/javascript",o.async=!0,o.src="https://d2yyd1h5u9mauk.cloudfront.net/integrations/web/v1/library/"+r+"/"+n+".js";var p=t.getElementsByTagName("script")[0];p.parentNode.insertBefore(o,p)}}(window,document,"QKBtsIp633c7g2I2","delightedThumbsP"); 
-   
-   delightedThumbsP.survey({
-	properties: { // extra context (optional)
-	product: "PyKX"
-	}
-	});
-   </script>
-<!-- End Delighted Survey tool -->
 {% endblock %}
diff --git a/docs/scripts/init_kapa_widget.js b/docs/scripts/init_kapa_widget.js
new file mode 100644
index 0000000..6b62d52
--- /dev/null
+++ b/docs/scripts/init_kapa_widget.js
@@ -0,0 +1,52 @@
+document.addEventListener("DOMContentLoaded", function () {
+  var script = document.createElement("script");
+  script.src = "https://widget.kapa.ai/kapa-widget.bundle.js";
+  script.setAttribute("data-website-id", "90e95ec3-2524-43ab-93da-3e94fdd01d59");
+  script.setAttribute("data-project-name", "KX");
+  script.setAttribute("data-modal-title", "Ask AI");  
+  script.setAttribute("data-project-color", "#FFC300");
+  //script.setAttribute("data-project-color-dark", "#00B0F0");
+  //script.setAttribute("data-color-scheme-selector", "[data-md-color-scheme='slate']");
+  script.setAttribute("data-color-scheme", "light"); 
+  script.setAttribute("data-surface-color", "#ffffff");
+  script.setAttribute("data-surface-elevated-color", "#f8f9fa");
+  script.setAttribute("data-surface-hover-color", "#f1f3f5");
+  script.setAttribute("data-text-color", "#111111");
+  script.setAttribute("data-text-muted-color", "#666666");
+  script.setAttribute("data-border-color", "#dee2e6");
+  script.setAttribute("data-anchor-color", "#2563eb");
+  //script.setAttribute("data-surface-color-dark", "#17171a");
+  //script.setAttribute("data-surface-elevated-color-dark", "#25252a");
+  //script.setAttribute("data-surface-hover-color-dark", "#32323a");
+  //script.setAttribute("data-text-color-dark", "#e4e4e7");
+  //script.setAttribute("data-text-muted-color-dark", "#a1a1aa");
+  //script.setAttribute("data-border-color-dark", "#3f3f45");
+  //script.setAttribute("data-anchor-color-dark", "#60a5fa");
+  script.setAttribute("data-modal-header-background-color", "#ffffff");
+  script.setAttribute("data-modal-header-color", "#1a1a1a");    
+  //script.setAttribute("data-modal-header-background-color-dark", "#1a1a1a");
+  //script.setAttribute("data-modal-header-color-dark", "#ffffff");  
+  script.setAttribute("data-project-logo", "https://images.seeklogo.com/logo-png/45/2/kx-logo-png_seeklogo-454185.png");
+  script.setAttribute('data-modal-override-open-id', 'ask-ai-input');
+  script.setAttribute('data-modal-override-open-class', 'search-input');
+  script.setAttribute('data-modal-open-by-default', 'false');
+  //script.setAttribute('data-user-analytics-fingerprint-enabled', 'true');  
+  script.setAttribute("data-modal-z-index", "10001");
+  script.setAttribute("data-modal-size", "800px"); 
+  script.setAttribute("data-scale-factor", "0.8");   
+  script.setAttribute("data-modal-title-font-size", "18px");  
+  script.setAttribute("data-button-text-color", "#060000");
+  script.setAttribute("data-modal-disclaimer", "This is an experimental custom LLM for answering technical questions about KX products. Answers are based **only** on KX documentation and support sources, but may not be fully accurate so please use your best judgement. Don't forget to rate the answers and give feedback!");  
+  script.setAttribute("data-modal-example-questions", "How do I get started with PyKX?,What's new in PyKX?,How do I get started with KDB-X?,How do I learn q?");  
+  script.setAttribute("data-mcp-enabled", "true");  
+  script.setAttribute("data-mcp-server-url", "https://kx.mcp.kapa.ai");  
+  script.setAttribute("data-search-mode-enabled", "true");  
+  //script.setAttribute("data-consent-required", "true");
+  //script.setAttribute("data-user-analytics-cookie-enabled", "true");
+  //script.setAttribute("data-consent-screen-title", "Help us improve our AI assistant");
+  //script.setAttribute("data-consent-screen-disclaimer", "By clicking 'Allow tracking', you consent to anonymous user tracking which helps us improve our service. We don't collect any personally identifiable information.");
+  //script.setAttribute("data-consent-screen-accept-button-text", "Allow tracking");
+  //script.setAttribute("data-consent-screen-reject-button-text", "No, thanks");
+  script.async = true;
+  document.head.appendChild(script);
+});
\ No newline at end of file
diff --git a/mkdocs.yml b/mkdocs.yml
index 6e2f759..47bccb0 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -41,6 +41,7 @@ extra_javascript:
   - 'https://code.jquery.com/jquery-3.6.0.min.js'
   - 'https://use.fontawesome.com/3dbf29ed12.js'
   - scripts/strip-q-prompt-copy.js
+  - scripts/init_kapa_widget.js
   # this relative path is needed to source from code.kx.com!!!
   - "&period;&period;/&period;&period;/pykx/scripts/versions.js"
   # Uncomment only for local test