From bddee2def44d8ec5bde2917ef5e069a9b591af8c Mon Sep 17 00:00:00 2001
From: Branden Chan <33759007+brandenchan@users.noreply.github.com>
Date: Tue, 21 Sep 2021 17:05:16 +0200
Subject: [PATCH] Define SAS model in notebook (#1485)

* Define SAS model in notebook

* Add latest docstring and tutorial changes

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 docs/_src/tutorials/tutorials/5.md   | 6 +++---
 tutorials/Tutorial5_Evaluation.ipynb | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

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,