diff --git a/docs/website/docs/getting-started-snippets.py b/docs/website/docs/getting-started-snippets.py
index 3c71e27e6c..f66e5a8a34 100644
--- a/docs/website/docs/getting-started-snippets.py
+++ b/docs/website/docs/getting-started-snippets.py
@@ -121,7 +121,10 @@ def db_snippet() -> None:
         )
 
         # here we convert the rows into dictionaries on the fly with a map function
-        load_info = pipeline.run(map(dict, rows), table_name="genome")
+        load_info = pipeline.run(
+            map(lambda row: dict(row._mapping), rows),
+            table_name="genome"
+        )
 
     print(load_info)
     # @@@DLT_SNIPPET_END db
diff --git a/docs/website/docs/getting-started.md b/docs/website/docs/getting-started.md
index 9852a37624..c027cf134d 100644
--- a/docs/website/docs/getting-started.md
+++ b/docs/website/docs/getting-started.md
@@ -231,12 +231,19 @@ with engine.connect() as conn:
     )
 
     # here we convert the rows into dictionaries on the fly with a map function
-    load_info = pipeline.run(map(dict, rows), table_name="genome")
+    load_info = pipeline.run(
+        map(lambda row: dict(row._mapping), rows),
+        table_name="genome"
+    )
 
 print(load_info)
 ```
 <!--@@@DLT_SNIPPET_END db-->
 
+Install **pymysql** driver:
+```sh
+pip install pymysql
+```
 
 Have some fun and run this snippet [with progress bar enabled](walkthroughs/run-a-pipeline.md#2-see-the-progress-during-loading) (we like **enlighten** the best, **tqdm** works as well):
 ```bash
diff --git a/docs/website/requirements.txt b/docs/website/requirements.txt
index 5c14700f58..5ae2155875 100644
--- a/docs/website/requirements.txt
+++ b/docs/website/requirements.txt
@@ -1 +1,2 @@
 pydoc-markdown==4.8.2
+typing-extensions==4.6.3