Apply suggestions from code review

Signed-off-by: kolchfa-aws <[email protected]>

_dashboards/discover/dql.md

@@ -31,7 +31,7 @@ Use the following steps to prepare sample data for querying.
 
 **Step 1: Set up mappings for the index**
 
-On the main menu, select **Management** > **Dev Tools** to open [Dev Tools]({{site.url}}{{site.baseurl}}/dashboards/dev-tools/run-queries/). Send the following request to create index mappings:
+On the main menu, select **Management** > **Dev Tools** to open Dev Tools. Send the following request to create index mappings:
 
 ```json
 PUT testindex
@@ -107,7 +107,6 @@ Follow these steps to create an index pattern for your index:
 1. In **Time field**, select `I don't want to use the time filter`.
 1. Select **Create index pattern**.
 
-For more information about index patterns, see [Index patterns]({{site.url}}{{site.baseurl}}/dashboards/management/index-patterns/).
 
 **Step 4: Navigate to Discover and select the index pattern**
 
@@ -278,7 +277,7 @@ title: ((wind or windy) and not rises)
 
 To refer to an object's inner field, list the dot path of the field. 
 
-To index a document containing an object, follow the steps in the [object field type example]({{site.url}}{{site.baseurl}}/field-types/supported-field-types/object/#example). To search the `name` field of the `patient` object, use the following syntax:
+To index a document containing an object, follow the steps in the [object field type example]({{site.url}}{{site.baseurl}}/opensearch/supported-field-types/object/#example). To search the `name` field of the `patient` object, use the following syntax:
 
 ```python
 patient.name: john
@@ -289,7 +288,7 @@ patient.name: john
 
 To refer to a nested object, list the JSON path of the field. 
 
-To index a document containing an object, follow the steps in the [nested field type example]({{site.url}}{{site.baseurl}}/field-types/supported-field-types/nested/#nested-field-type-1).
+To index a document containing an object, follow the steps in the [nested field type example]({{site.url}}{{site.baseurl}}/opensearch/supported-field-types/nested/).
 
 To search the `name` field of the `patients` object, use the following syntax: