diff --git a/tutorials/Tutorial5_Evaluation.ipynb b/tutorials/Tutorial5_Evaluation.ipynb
index 03c4e9ebe2..657ec9cc09 100644
--- a/tutorials/Tutorial5_Evaluation.ipynb
+++ b/tutorials/Tutorial5_Evaluation.ipynb
@@ -218,8 +218,8 @@
     "    clean_empty_lines=False,\n",
     "    clean_whitespace=False\n",
     ")\n",
-    "document_store.delete_all_documents(index=doc_index)\n",
-    "document_store.delete_all_documents(index=label_index)\n",
+    "document_store.delete_documents(index=doc_index)\n",
+    "document_store.delete_documents(index=label_index)\n",
     "document_store.add_eval_data(\n",
     "    filename=\"../data/nq/nq_dev_subset_v2.json\",\n",
     "    doc_index=doc_index,\n",
diff --git a/tutorials/Tutorial5_Evaluation.py b/tutorials/Tutorial5_Evaluation.py
index 672872f0e6..9972d42d8c 100644
--- a/tutorials/Tutorial5_Evaluation.py
+++ b/tutorials/Tutorial5_Evaluation.py
@@ -63,8 +63,8 @@ def tutorial5_evaluation():
         clean_empty_lines=False,
         clean_whitespace=False
     )
-    document_store.delete_all_documents(index=doc_index)
-    document_store.delete_all_documents(index=label_index)
+    document_store.delete_documents(index=doc_index)
+    document_store.delete_documents(index=label_index)
     document_store.add_eval_data(
         filename="../data/nq/nq_dev_subset_v2.json",
         doc_index=doc_index,