diff --git a/src/pages/gen1/[platform]/build-a-backend/graphqlapi/troubleshooting/index.mdx b/src/pages/gen1/[platform]/build-a-backend/graphqlapi/troubleshooting/index.mdx
index 285377e3844..96a84fe2088 100644
--- a/src/pages/gen1/[platform]/build-a-backend/graphqlapi/troubleshooting/index.mdx
+++ b/src/pages/gen1/[platform]/build-a-backend/graphqlapi/troubleshooting/index.mdx
@@ -48,7 +48,7 @@ If you're running into the error above during `amplify push`, it is likely that
 
 When you add `@searchable` to a `@model` type with existing data, then you need to backfill the OpenSearch index. Download the following Python script to help you backfill your OpenSearch index:
 
-[DynamoDB to OpenSearch backfill script](https://raw.githubusercontent.com/aws-amplify/amplify-category-api/api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py)
+[DynamoDB to OpenSearch backfill script](https://raw.githubusercontent.com/aws-amplify/amplify-category-api/release-api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py)
 
 The script creates an event stream of your DynamoDB records and sends them to your OpenSearch Index. Execute the script with the following parameters to initiate the backfill:
 
diff --git a/src/pages/gen1/[platform]/tools/cli-legacy/searchable-directive/index.mdx b/src/pages/gen1/[platform]/tools/cli-legacy/searchable-directive/index.mdx
index d0133e5b0ea..888301aefcf 100644
--- a/src/pages/gen1/[platform]/tools/cli-legacy/searchable-directive/index.mdx
+++ b/src/pages/gen1/[platform]/tools/cli-legacy/searchable-directive/index.mdx
@@ -38,7 +38,7 @@ export function getStaticProps(context) {
 
 The `@searchable` directive handles streaming the data of an `@model` object type to the Amazon OpenSearch Service and configures search resolvers that search that information.
 
-> **Migration warning**: You might observe duplicate records on search operations, if you deployed your GraphQL schema using CLI version older than 4.14.1 and have thereafter updated your schema & deployed the changes with a CLI version between 4.14.1 - 4.16.1. Please use this Python [script](https://github.com/aws-amplify/amplify-category-api/blob/api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py) to remove the duplicate records from your OpenSearch cluster. [This script](https://github.com/aws-amplify/amplify-category-api/blob/api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py) indexes data from your DynamoDB Table to your OpenSearch Cluster. View an example of how to call the script with the following parameters [here](https://aws-amplify.github.io/docs/cli-toolchain/graphql#example-of-calling-the-script).
+> **Migration warning**: You might observe duplicate records on search operations, if you deployed your GraphQL schema using CLI version older than 4.14.1 and have thereafter updated your schema & deployed the changes with a CLI version between 4.14.1 - 4.16.1. Please use this Python [script](https://github.com/aws-amplify/amplify-category-api/blob/release-api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py) to remove the duplicate records from your OpenSearch cluster. [This script](https://github.com/aws-amplify/amplify-category-api/blob/release-api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py) indexes data from your DynamoDB Table to your OpenSearch Cluster. View an example of how to call the script with the following parameters [here](https://aws-amplify.github.io/docs/cli-toolchain/graphql#example-of-calling-the-script).
 
 > **Billing warning**: `@searchable` incurs an additional cost depending on instance size. For more information refer to the [Amazon OpenSearch service pricing](https://aws.amazon.com/elasticsearch-service/pricing/).
 
@@ -201,7 +201,7 @@ Learn more about Amazon OpenSearch Service instance types [here](https://docs.aw
 
 ### Backfill your OpenSearch index from your DynamoDB table
 
-The following Python [script](https://github.com/aws-amplify/amplify-category-api/blob/api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py) creates an event stream of your DynamoDB records and sends them to your OpenSearch Index. This will help you backfill your data should you choose to add `@searchable` to your @model types at a later time.
+The following Python [script](https://github.com/aws-amplify/amplify-category-api/blob/release-api-plugin-stable/packages/graphql-elasticsearch-transformer/scripts/ddb_to_es.py) creates an event stream of your DynamoDB records and sends them to your OpenSearch Index. This will help you backfill your data should you choose to add `@searchable` to your @model types at a later time.
 
 **Example of calling the script**: