diff --git a/notebooks/facial_expressions.ipynb b/notebooks/facial_expressions.ipynb
index dfd42f6..7343866 100644
--- a/notebooks/facial_expressions.ipynb
+++ b/notebooks/facial_expressions.ipynb
@@ -64,7 +64,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "images = misinformation.find_files(\n",
+    "images = misinformation.utils.find_files(\n",
     "    path=\"drive/MyDrive/misinformation-data/\",\n",
     "    limit=1000,\n",
     ")"
@@ -85,7 +85,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "?misinformation.find_files"
+    "?misinformation.utils.find_files"
    ]
   },
   {
@@ -210,7 +210,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "misinf",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -224,7 +224,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6 (main, Oct 24 2022, 16:07:47) [GCC 11.2.0]"
+   "version": "3.9.5"
   },
   "vscode": {
    "interpreter": {
diff --git a/notebooks/get-text-from-image.ipynb b/notebooks/get-text-from-image.ipynb
index 7666a88..dd21a43 100644
--- a/notebooks/get-text-from-image.ipynb
+++ b/notebooks/get-text-from-image.ipynb
@@ -66,7 +66,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "images = misinformation.find_files(path=\"../data/all/\", limit=1000)"
+    "images = misinformation.utils.find_files(path=\"../data/all/\", limit=1000)"
    ]
   },
   {
@@ -347,7 +347,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.9.5"
   },
   "vscode": {
    "interpreter": {
diff --git a/notebooks/image_summary.ipynb b/notebooks/image_summary.ipynb
index edb83ad..8701cb3 100644
--- a/notebooks/image_summary.ipynb
+++ b/notebooks/image_summary.ipynb
@@ -37,8 +37,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "images = misinformation.find_files(\n",
-    "    path=\"../data/images/\",\n",
+    "images = misinformation.utils.find_files(\n",
+    "    path=\"../data/Image_some_text/\",\n",
     "    limit=1000,\n",
     ")"
    ]
@@ -49,7 +49,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "mydict = misinformation.utils.initialize_dict(images)"
+    "mydict = misinformation.utils.initialize_dict(images[0:10])"
    ]
   },
   {
@@ -258,7 +258,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.8"
+   "version": "3.9.5"
   },
   "vscode": {
    "interpreter": {
diff --git a/notebooks/objects_expression.ipynb b/notebooks/objects_expression.ipynb
index 405ee7c..26a2bb3 100644
--- a/notebooks/objects_expression.ipynb
+++ b/notebooks/objects_expression.ipynb
@@ -37,7 +37,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "images = misinformation.find_files(\n",
+    "images = misinformation.utils.find_files(\n",
     "    path=\"../data/images-little-text/\",\n",
     "    limit=1000,\n",
     ")"
@@ -213,7 +213,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.0"
+   "version": "3.9.5"
   },
   "vscode": {
    "interpreter": {