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AWS sagemaker-unified-studio documentation change

Service: sagemaker-unified-studio · 2026-04-01 · Documentation low

File: sagemaker-unified-studio/latest/userguide/creating-a-knowledge-base-component.md

Summary

Updated Amazon S3 Vectors documentation with corrected capitalization and regional availability information, and reorganized vector store options

Security assessment

This change updates feature documentation with corrected terminology and regional availability information. No security-related content was added or modified, and there's no evidence of security issues being addressed.

Diff

diff --git a/sagemaker-unified-studio/latest/userguide/creating-a-knowledge-base-component.md b/sagemaker-unified-studio/latest/userguide/creating-a-knowledge-base-component.md
index 1e50d6cb2..a42390252 100644
--- a//sagemaker-unified-studio/latest/userguide/creating-a-knowledge-base-component.md
+++ b//sagemaker-unified-studio/latest/userguide/creating-a-knowledge-base-component.md
@@ -90,3 +90 @@ Amazon OpenSearch Serverless is the only vector store that supports binary vecto
-       * **Amazon S3 vectors** ‐ Optimizes cost-effectiveness, durability, and latency for storage of large, long-term vector data sets. Amazon S3 vector buckets do not support web crawler data sources. Supports metadata for enhanced search and filtering capabilities.
-
-       * **Amazon Neptune Analytics (GraphRAG)** ‐ Provides high-performance graph analytics and graph-based Retrieval Augmented Generation (GraphRAG) solutions. You must have access to Claude 3 Haiku in order to use this vector store. Contact your administrator if you do not have the necessary permissions.
+       * **Amazon S3 Vectors** ‐ Optimizes cost-effectiveness, durability, and latency for storage of large, long-term vector data sets. Amazon S3 Vectors does not support web crawler data sources. Supports metadata for enhanced search and filtering capabilities.
@@ -96,5 +94 @@ Amazon OpenSearch Serverless is the only vector store that supports binary vecto
-Amazon S3 vectors for Amazon Bedrock in SageMaker Unified Studio is available in the following regions:
-
-       * US East (N. Virginia) (us-east-1)
-
-       * US East (Ohio) (us-east-2)
+Amazon S3 Vectors for Amazon Bedrock in SageMaker Unified Studio is available in all AWS Regions where both Amazon Bedrock and Amazon S3 Vectors are available. For information about regional availability of Amazon S3 Vectors, see [Amazon S3 Vectors](https://docs.aws.amazon.com/AmazonS3/latest/userguide/s3-vectors-regions-quotas.html) in the _Amazon S3 User Guide_.
@@ -102,5 +96 @@ Amazon S3 vectors for Amazon Bedrock in SageMaker Unified Studio is available in
-       * US West (Oregon) (us-west-2)
-
-       * Europe (Frankfurt) (eu-central-1)
-
-       * Asia Pacific (Sydney) (ap-southeast-2)
+       * **Amazon Neptune Analytics (GraphRAG)** ‐ Provides high-performance graph analytics and graph-based Retrieval Augmented Generation (GraphRAG) solutions. You must have access to Claude 3 Haiku in order to use this vector store. Contact your administrator if you do not have the necessary permissions.