diff --git a/docs/docs/integrations/tools/google_books.ipynb b/docs/docs/integrations/tools/google_books.ipynb
index 0954a1f1506..eeb60d6395a 100644
--- a/docs/docs/integrations/tools/google_books.ipynb
+++ b/docs/docs/integrations/tools/google_books.ipynb
@@ -11,15 +11,6 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Overview"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Integration details\n",
-    "\n",
     "The Google Books tool that supports the ReAct pattern and allows you to search the Google Books API. Google Books is the largest API in the world that keeps track of books in a curated manner. It has over 40 million entries, which can give users a significant amount of data."
    ]
   },
diff --git a/docs/docs/integrations/tools/memgraph.ipynb b/docs/docs/integrations/tools/memgraph.ipynb
index bb43e24561a..7dc1adbdd7e 100644
--- a/docs/docs/integrations/tools/memgraph.ipynb
+++ b/docs/docs/integrations/tools/memgraph.ipynb
@@ -17,8 +17,6 @@
    "source": [
     "# MemgraphToolkit\n",
     "\n",
-    "## Overview\n",
-    "\n",
     "This will help you getting started with the Memgraph [toolkit](/docs/concepts/tools/#toolkits). \n",
     "\n",
     "Tools within `MemgraphToolkit` are designed for the interaction with the `Memgraph` database.\n",