diff --git a/docs/docusaurus.config.js b/docs/docusaurus.config.js
index 676db46d420a..0904362b8e49 100644
--- a/docs/docusaurus.config.js
+++ b/docs/docusaurus.config.js
@@ -61,11 +61,14 @@ module.exports = {
       // isCloseable: false, // Defaults to `true`.
     },
     algolia: {
-      disabled: true, // FIXME: remove this when our index is good
-      apiKey: '25626fae796133dc1e734c6bcaaeac3c', // FIXME: replace with values from our own index
-      indexName: 'docsearch', // FIXME: replace with values from our own index
+      // this is configured via DocSearch here:
+      // https://github.com/algolia/docsearch-configs/blob/master/configs/rasa.json
+      apiKey: '1f9e0efb89e98543f6613a60f847b176',
+      indexName: 'rasa',
       inputSelector: '.search-bar',
-      // searchParameters: {}, // Optional (if provided by Algolia)
+      searchParameters: {
+        'facetFilters': ["tags:rasa"]
+      }
     },
     navbar: {
       hideOnScroll: false,
diff --git a/docs/themes/theme-custom/index.js b/docs/themes/theme-custom/index.js
index 7466dafde008..da243034ce27 100644
--- a/docs/themes/theme-custom/index.js
+++ b/docs/themes/theme-custom/index.js
@@ -11,16 +11,6 @@ module.exports = function() {
       return path.resolve(__dirname, './theme');
     },
 
-    // FIXME: this allows to disable searchbox shortcuts. It's a quickfix and shouldn't be located here,
-    //        but it's temporary and should be removed when we enable Algolia search
-    getClientModules() {
-      const modules = [
-        require.resolve('./styles.css')
-      ];
-
-      return modules;
-    },
-
     configureWebpack() {
       return {
         resolve: {
diff --git a/docs/themes/theme-custom/styles.css b/docs/themes/theme-custom/styles.css
deleted file mode 100644
index 1001a002783a..000000000000
--- a/docs/themes/theme-custom/styles.css
+++ /dev/null
@@ -1,7 +0,0 @@
-.DocSearch-Button-Key {
-    display: none !important;
-}
-
-.DocSearch-Button-Placeholder::after {
-    content: " (coming soon)";
-}