diff --git a/docs/src/auto_examples/core/run_similarity_queries.ipynb b/docs/src/auto_examples/core/run_similarity_queries.ipynb
index 66b39ca2cc..e09bcd5a31 100644
--- a/docs/src/auto_examples/core/run_similarity_queries.ipynb
+++ b/docs/src/auto_examples/core/run_similarity_queries.ipynb
@@ -152,7 +152,7 @@
       },
       "outputs": [],
       "source": [
-        "sims = sorted(enumerate(sims), key=lambda item: -item[1])\nfor i, s in enumerate(sims):\n    print(s, documents[i])"
+        "sims = sorted(enumerate(sims), key=lambda item: -item[1])\nfor doc_position, doc_score in sims:\n    print(doc_score, documents[doc_position])"
       ]
     },
     {
diff --git a/docs/src/auto_examples/core/run_similarity_queries.py b/docs/src/auto_examples/core/run_similarity_queries.py
index 24b520e0ce..90de9d2c70 100644
--- a/docs/src/auto_examples/core/run_similarity_queries.py
+++ b/docs/src/auto_examples/core/run_similarity_queries.py
@@ -152,8 +152,8 @@
 # order, and obtain the final answer to the query `"Human computer interaction"`:
 
 sims = sorted(enumerate(sims), key=lambda item: -item[1])
-for i, s in enumerate(sims):
-    print(s, documents[i])
+for doc_position, doc_score in sims:
+    print(doc_score, documents[doc_position])
 
 ###############################################################################
 # The thing to note here is that documents no. 2 (``"The EPS user interface management system"``)
diff --git a/docs/src/auto_examples/core/run_similarity_queries.rst b/docs/src/auto_examples/core/run_similarity_queries.rst
index e745cc19d6..b3a107e80b 100644
--- a/docs/src/auto_examples/core/run_similarity_queries.rst
+++ b/docs/src/auto_examples/core/run_similarity_queries.rst
@@ -241,8 +241,8 @@ order, and obtain the final answer to the query `"Human computer interaction"`:
 
 
     sims = sorted(enumerate(sims), key=lambda item: -item[1])
-    for i, s in enumerate(sims):
-        print(s, documents[i])
+    for doc_position, doc_score in sims:
+        print(doc_score, documents[doc_position])
 
 
 
diff --git a/docs/src/gallery/core/run_similarity_queries.py b/docs/src/gallery/core/run_similarity_queries.py
index 24b520e0ce..90de9d2c70 100644
--- a/docs/src/gallery/core/run_similarity_queries.py
+++ b/docs/src/gallery/core/run_similarity_queries.py
@@ -152,8 +152,8 @@
 # order, and obtain the final answer to the query `"Human computer interaction"`:
 
 sims = sorted(enumerate(sims), key=lambda item: -item[1])
-for i, s in enumerate(sims):
-    print(s, documents[i])
+for doc_position, doc_score in sims:
+    print(doc_score, documents[doc_position])
 
 ###############################################################################
 # The thing to note here is that documents no. 2 (``"The EPS user interface management system"``)