diff --git a/docs/_src/tutorials/tutorials/5.md b/docs/_src/tutorials/tutorials/5.md
index 9fd1e9900..241e4161d 100644
--- a/docs/_src/tutorials/tutorials/5.md
+++ b/docs/_src/tutorials/tutorials/5.md
@@ -107,8 +107,8 @@ preprocessor = PreProcessor(
     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,
@@ -158,7 +158,7 @@ from haystack.eval import EvalAnswers, EvalDocuments
 
 # Here we initialize the nodes that perform evaluation
 eval_retriever = EvalDocuments()
-eval_reader = EvalAnswers()
+eval_reader = EvalAnswers(sas_model="sentence-transformers/paraphrase-multilingual-mpnet-base-v2")
 ```
 
 ## Evaluation of Retriever
diff --git a/tutorials/Tutorial5_Evaluation.ipynb b/tutorials/Tutorial5_Evaluation.ipynb
index 657ec9cc0..570af73fa 100644
--- a/tutorials/Tutorial5_Evaluation.ipynb
+++ b/tutorials/Tutorial5_Evaluation.ipynb
@@ -358,7 +358,7 @@
     "\n",
     "# Here we initialize the nodes that perform evaluation\n",
     "eval_retriever = EvalDocuments()\n",
-    "eval_reader = EvalAnswers()"
+    "eval_reader = EvalAnswers(sas_model=\"sentence-transformers/paraphrase-multilingual-mpnet-base-v2\")"
    ],
    "metadata": {
     "collapsed": false,