diff --git a/scripts/setup_cbdb.ipynb b/scripts/setup_cbdb.ipynb
index 839f63b..9bd1021 100644
--- a/scripts/setup_cbdb.ipynb
+++ b/scripts/setup_cbdb.ipynb
@@ -125,7 +125,7 @@
    "metadata": {},
    "id": "cell-views",
    "outputs": [],
-   "source": "if CREATE_VIEWS:\n    import subprocess, os\n    subprocess.run([\"apt-get\", \"install\", \"-y\", \"-q\", \"sqlite3\"], check=True)\n    script = os.path.join(REPO_DIR, \"scripts\", \"create_views.sh\")\n    result = subprocess.run(\n        [\"bash\", script, DB_PATH],\n        capture_output=True, text=True\n    )\n    if result.returncode != 0:\n        print(result.stderr)\n        raise RuntimeError(\"create_views.sh failed — see output above.\")\n    lines = result.stdout.splitlines()\n    created = sum(1 for l in lines if l.startswith(\"Creating view\"))\n    print(f\"Created {created} views.\")\n    for line in lines:\n        if any(kw in line for kw in (\"ERROR\", \"✗\", \"All sanity checks\")):\n            print(line)\nelse:\n    print(\"Skipped (CREATE_VIEWS = False).\")"
+   "source": "if CREATE_VIEWS:\n    import subprocess, os\n    !apt-get update -q && apt-get install -y -q sqlite3\n    script = os.path.join(REPO_DIR, \"scripts\", \"create_views.sh\")\n    result = subprocess.run(\n        [\"bash\", script, DB_PATH],\n        capture_output=True, text=True\n    )\n    if result.returncode != 0:\n        print(result.stderr)\n        raise RuntimeError(\"create_views.sh failed — see output above.\")\n    lines = result.stdout.splitlines()\n    created = sum(1 for l in lines if l.startswith(\"Creating view\"))\n    print(f\"Created {created} views.\")\n    for line in lines:\n        if any(kw in line for kw in (\"ERROR\", \"✗\", \"All sanity checks\")):\n            print(line)\nelse:\n    print(\"Skipped (CREATE_VIEWS = False).\")"
   },
   {
    "cell_type": "markdown",