links

Author: norareidy

source/connect.txt

@@ -147,8 +147,11 @@ function accepts the following arguments:
 - ``uri``: Your MongoDB connection URI.
 - ``conn_max_age``: Configures persistent database connections.
   This argument is optional. To learn more, see 
-  `Persistent connections <{+django-docs+}/ref/databases/#persistent-database-connections>`__
+  :py:mod:`persistent-database-connections`
   in the {+framework+} documentation.
+  :py:module:`persistent-database-connections`
+  :py:mod:`~persistent-database-connections`
+  :py:module:`~persistent-database-connections`
 - ``test``: Provides a dictionary of settings for test
   databases. This argument is optional. To learn more, see 
   `the TEST setting <{+django-docs+}/ref/settings/#test>`__

source/interact-data/raw-queries.txt

@@ -40,13 +40,9 @@ to the database in pipeline stages.
    {+framework+} provides a ``QuerySet.aggregate()`` method, which differs from the
    ``QuerySet.raw_aggregate()`` method. You can use ``aggregate()`` to retrieve
    values by aggregating a collection of model objects. To learn more about
-   the ``aggregate()`` method, see :py:mod:`~topics/db/aggregation`
+   the ``aggregate()`` method, see :py:meth:`~django.db.models.query.QuerySet.aggregate`
    in the {+framework+} documentation.
-   :py:module:`~topics/db/aggregation`
-   :py:module:`topics/db/aggregation`
-   :py:mod:`topics/db/aggregation`
-   :py:meth:`~django.db.models.query.QuerySet.aggregate`
-
+   
 You can run database queries by calling ``QuerySet`` methods on your model's
 ``Manager``. The ``Manager`` class handles database operations and allows you
 to interact with your MongoDB data by referencing {+framework+} models. By default,

source/interact-data/specify-a-query.txt

@@ -741,7 +741,8 @@ provided ``KT()`` expressions.
    see the following resources in the {+framework+} documentation:
 
    - `KT() expressions <{+django-docs+}/topics/db/queries/#module-django.db.models.fields.json>`__
-   - `annotate() <{+django-docs+}/ref/models/querysets/#django.db.models.query.QuerySet.annotate>`__
+     :py:mod:`~django.db.models.fields.json`
+   - :py:meth:`~django.db.models.query.QuerySet.annotate`
 
 The following example uses  ``annotate()`` and ``KT()`` to create a
 new ``score`` key, which stores ``imdb.rating`` nested field values.