This is an automated cherry-pick of #14638

Signed-off-by: ti-chi-bot <[email protected]>
pingcap · Sep 4, 2023 · 7080011 · 7080011
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diff --git a/develop/dev-guide-choose-driver-or-orm.md b/develop/dev-guide-choose-driver-or-orm.md
@@ -279,7 +279,7 @@ Support level: **Full**
 
 [SQLAlchemy](https://www.sqlalchemy.org/) is a popular ORM framework for Python. To get all dependencies in your application, you can use the `pip install SQLAlchemy==1.4.44` command. It is recommended to use SQLAlchemy 1.4.44 or later versions.
 
-For an example of using SQLAlchemy to build a TiDB application, see [Build a simple CRUD app with TiDB and SQLAlchemy](/develop/dev-guide-sample-application-python-sqlalchemy.md#step-2-get-the-code).
+For an example of using SQLAlchemy to build a TiDB application, see [Connect to TiDB with SQLAlchemy](/develop/dev-guide-sample-application-python-sqlalchemy.md).
 
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diff --git a/develop/dev-guide-insert-data.md b/develop/dev-guide-insert-data.md
@@ -221,7 +221,7 @@ For complete examples in Python, see:
 - [Connect to TiDB with PyMySQL](/develop/dev-guide-sample-application-python-pymysql.md)
 - [Connect to TiDB with mysqlclient](https://github.com/tidb-samples/tidb-python-mysqlclient-quickstart)
 - [Connect to TiDB with MySQL Connector/Python](/develop/dev-guide-sample-application-python-mysql-connector.md)
-- [Use SQLAlchemy to build a simple CRUD app with TiDB and Python](/develop/dev-guide-sample-application-python-sqlalchemy.md#step-2-get-the-code)
+- [Connect to TiDB with SQLAlchemy](/develop/dev-guide-sample-application-python-sqlalchemy.md)
 - [Use peewee to build a simple CRUD app with TiDB and Python](/develop/dev-guide-sample-application-python-peewee.md#step-2-get-the-code)
 
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