diff --git a/docs/_static/algolia.css b/docs/_static/algolia.css
new file mode 100644
index 000000000..123707e46
--- /dev/null
+++ b/docs/_static/algolia.css
@@ -0,0 +1,74 @@
+/* Hide search button */
+.sidebar-search-container {
+    display: none;
+}
+
+/* Hide the search wrapper window when hitting Ctrl+K */
+.search-button__wrapper.show {
+    display: none !important;
+}
+
+/* Make sure Algolia's search container is always on top */
+.bd-article-container {
+    z-index: 10;
+}
+
+@media (prefers-color-scheme: dark) {
+    body:not([data-theme="light"]) .DocSearch-Button {
+        background-color: #3d4751 !important;
+        color: white !important;
+    }
+
+    body:not([data-theme="light"]) .DocSearch-Search-Icon {
+        color: white !important;
+    }
+
+    body:not([data-theme="light"]) .DocSearch-Button-Key {
+        color: black !important;
+        box-shadow: 0 .0625rem 0 rgba(0, 0, 0, .2), inset 0 0 0 0.01rem #3d4751 !important;
+    }
+
+    body:not([data-theme="light"]) .DocSearch-Commands-Key {
+        color: black !important;
+        box-shadow: 0 .0625rem 0 rgba(0, 0, 0, .2), inset 0 0 0 .01rem #858a8f !important;
+    }
+}
+
+@media (prefers-color-scheme: dark) {
+    body[data-theme="dark"] .DocSearch-Button {
+        background-color: #3d4751 !important;
+        color: white !important;
+    }
+
+    body[data-theme="dark"] .DocSearch-Search-Icon {
+        color: white !important;
+    }
+
+    body[data-theme="dark"] .DocSearch-Button-Key {
+        color: black !important;
+        box-shadow: 0 .0625rem 0 rgba(0, 0, 0, .2), inset 0 0 0 0.01rem #3d4751 !important;
+    }
+
+    body[data-theme="dark"] .DocSearch-Commands-Key {
+        color: black !important;
+        box-shadow: 0 .0625rem 0 rgba(0, 0, 0, .2), inset 0 0 0 .01rem #858a8f !important;
+    }
+}
+
+.DocSearch-Button-Key {
+    font-family: "SFMono-Regular", Menlo, Consolas, Monaco, Liberation Mono, Lucida Console, monospace !important;
+    padding: 0 !important;
+    padding-top: 0.1rem !important;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+}
+
+.DocSearch-Commands-Key {
+    font-family: "SFMono-Regular", Menlo, Consolas, Monaco, Liberation Mono, Lucida Console, monospace !important;
+    padding: 0 !important;
+    padding-left: 0.05rem !important;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+}
\ No newline at end of file
diff --git a/docs/_static/js/algolia.js b/docs/_static/js/algolia.js
new file mode 100644
index 000000000..f3a0b983f
--- /dev/null
+++ b/docs/_static/js/algolia.js
@@ -0,0 +1,7 @@
+ docsearch({
+   container: '#searchbox',
+   appId: 'PLVPFSHT36',
+   indexName: 'evadb',
+   apiKey: 'c6c7572adcfbe7c891016aca9598d131',
+   debug: false,
+ });
diff --git a/docs/conf.py b/docs/conf.py
index 644db7510..1c78822dd 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -148,6 +148,8 @@
 html_static_path = ["_static"]
 html_css_files = [
                     "custom.css", 
+                    "algolia.css",
+                    "https://cdn.jsdelivr.net/npm/@docsearch/css@3",
                     "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/fontawesome.min.css",
                     "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/solid.min.css",
                     "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/brands.min.css"]
@@ -166,3 +168,5 @@ def setup(app):
     )
     # Custom JS
     app.add_js_file("js/top-navigation.js", defer="defer")
+    app.add_js_file("https://cdn.jsdelivr.net/npm/@docsearch/js@3.3.3/dist/umd/index.js",defer="defer")
+    app.add_js_file("js/algolia.js",defer="defer")