diff --git a/openmetadata-docs/content/partials/v1.5/deployment/upgrade/upgrade-prerequisites.md b/openmetadata-docs/content/partials/v1.5/deployment/upgrade/upgrade-prerequisites.md
index 6c855954413..14859e1f497 100644
--- a/openmetadata-docs/content/partials/v1.5/deployment/upgrade/upgrade-prerequisites.md
+++ b/openmetadata-docs/content/partials/v1.5/deployment/upgrade/upgrade-prerequisites.md
@@ -120,6 +120,11 @@ We believe this update will bring greater consistency and clarity to our version
 - Starting with the release 1.5.0, the JWT Token for the bots will be sent to the Secrets Manager if you configured one. 
   It won't appear anymore in your `dag_generated_configs` in Airflow.
 
+### Python SDK
+ 
+- `metadata insight` command removed.
+  Since Data Insights application was moved to be an internal system application instead of relying on external pipelines the SDK command to run the pipeline was removed.
+
 ### UI
 
 ### API
diff --git a/openmetadata-docs/content/v1.5.x-SNAPSHOT/how-to-guides/data-insights/index.md b/openmetadata-docs/content/v1.5.x-SNAPSHOT/how-to-guides/data-insights/index.md
index 2da421e5036..611a46b6f9b 100644
--- a/openmetadata-docs/content/v1.5.x-SNAPSHOT/how-to-guides/data-insights/index.md
+++ b/openmetadata-docs/content/v1.5.x-SNAPSHOT/how-to-guides/data-insights/index.md
@@ -68,26 +68,3 @@ Watch a demo of Data Insights in OpenMetadata
   Improve your data culture for data-driven decision making.
  {%/inlineCallout%}
 {%/inlineCalloutContainer%}
-
-Refer the following for technical documentation related to Data Insights
-
-{%inlineCalloutContainer%}
- {%inlineCallout
-  color="violet-70"
-  bold="Run Data Insights using Airflow SDK"
-  icon="MdInsights"
-  href="/how-to-guides/data-insights/airflow-sdk"%}
- {%/inlineCallout%}
- {%inlineCallout
-  color="violet-70"
-  bold="Run Data Insights using Metadata CLI"
-  icon="MdInsights"
-  href="/how-to-guides/data-insights/metadata-cli"%}
- {%/inlineCallout%}
- {%inlineCallout
-  color="violet-70"
-  bold="Run Elasticsearch Reindex using Airflow SDK"
-  icon="MdInsights"
-  href="/how-to-guides/data-insights/elasticsearch-reindex"%}
- {%/inlineCallout%}
-{%/inlineCalloutContainer%}
\ No newline at end of file
diff --git a/openmetadata-docs/content/v1.5.x-SNAPSHOT/menu.md b/openmetadata-docs/content/v1.5.x-SNAPSHOT/menu.md
index 161e3fb0c35..c6df43f0e80 100644
--- a/openmetadata-docs/content/v1.5.x-SNAPSHOT/menu.md
+++ b/openmetadata-docs/content/v1.5.x-SNAPSHOT/menu.md
@@ -801,12 +801,6 @@ site_menu:
     url: /how-to-guides/data-insights/ingestion
   - category: How-to Guides / Data Insights / Key Performance Indicators (KPI)
     url: /how-to-guides/data-insights/kpi
-  - category: How-to Guides / Data Insights / Run Data Insights using Airflow SDK
-    url: /how-to-guides/data-insights/airflow-sdk
-  - category: How-to Guides / Data Insights / Run Data Insights using Metadata CLI
-    url: /how-to-guides/data-insights/metadata-cli   
-  - category: How-to Guides / Data Insights / Run Elasticsearch Reindex using Airflow SDK
-    url: /how-to-guides/data-insights/elasticsearch-reindex 
   - category: How-to Guides / Data Insights / Data Insights Report
     url: /how-to-guides/data-insights/report
   - category: How-to Guides / Data Insights / Cost Analysis