diff --git a/docs/tutorial/relationship-attributes/define-relationships-attributes.md b/docs/tutorial/relationship-attributes/define-relationships-attributes.md
index adbcc7df75..7839891988 100644
--- a/docs/tutorial/relationship-attributes/define-relationships-attributes.md
+++ b/docs/tutorial/relationship-attributes/define-relationships-attributes.md
@@ -41,45 +41,7 @@ Now that you know how these tables work underneath and how the model classes rep
 
 Up to now, we have only used the `team_id` column to connect the tables when querying with `select()`:
 
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+{* ./docs_src/tutorial/connect/insert/tutorial001_py310.py ln[1:16] hl[16] *}
 
 This is a **plain field** like all the others, all representing a **column in the table**.
 
@@ -87,123 +49,11 @@ But now let's add a couple of new special attributes to these model classes, let
 
 First, import `Relationship` from `sqlmodel`:
 
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+{* ./docs_src/tutorial/relationship_attributes/define_relationship_attributes/tutorial001_py310.py ln[1] hl[1] *}
 
 Next, use that `Relationship` to declare a new attribute in the model classes:
 
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-{!./docs_src/tutorial/relationship_attributes/define_relationship_attributes/tutorial001_py310.py!}
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+{* ./docs_src/tutorial/relationship_attributes/define_relationship_attributes/tutorial001_py310.py ln[1:19] hl[9,19] *}
 
 ## What Are These Relationship Attributes