Notices
Customers are responsible for making their own independent assessment of the information in this document. This document: (a) is for informational purposes only, (b) represents current AWS product offerings and practices, which are subject to change without notice, and (c) does not create any commitments or assurances from AWS and its affiliates, suppliers or licensors. AWS products or services are provided "as is" without warranties, representations, or conditions of any kind, whether express or implied. The responsibilities and liabilities of AWS to its customers are controlled by AWS agreements, and this document is not part of, nor does it modify, any agreement between AWS and its customers.
© 2026, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Trademarks
Amazon Web Services, AWS, the AWS logo, Amazon Athena, Amazon Aurora, Amazon Bedrock, Amazon CloudWatch, Amazon Cognito, Amazon DataZone, Amazon DynamoDB, Amazon ElastiCache, Amazon EventBridge, Amazon Kinesis, Amazon Macie, Amazon Q, Amazon Redshift, Amazon S3, Amazon SageMaker, Amazon SNS, AWS CloudFormation, AWS CloudTrail, AWS Glue, AWS IoT Core, AWS KMS, AWS Lake Formation, AWS Lambda, AWS Secrets Manager, AWS Security Hub, AWS Step Functions, and AWS X-Ray are trademarks of Amazon.com, Inc. or its affiliates.
Other names may be trademarks of their respective owners.
Open Source Attributions
This solution uses the following open source software:
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AWS CDK - Apache License 2.0
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Python - Python Software Foundation License
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Node.js - MIT License
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Apache Spark - Apache License 2.0
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Apache Parquet - Apache License 2.0
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PostgreSQL - PostgreSQL License
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pgvector - PostgreSQL License
For complete license information, see the LICENSE files in the respective GitHub repositories.
Third-Party Software
This solution may include third-party software licensed under separate terms. Review the license agreements for any third-party software before use.
Data Privacy
This solution processes customer data. Customers are responsible for:
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Obtaining necessary consents for data processing
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Complying with applicable data protection laws (GDPR, CCPA, etc.)
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Implementing appropriate security measures
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Conducting data protection impact assessments
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Maintaining records of processing activities
AWS provides tools and services to help customers meet their compliance obligations, but customers remain responsible for their own compliance.
Security
Customers are responsible for:
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Configuring AWS services securely
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Managing access credentials
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Implementing network security controls
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Encrypting sensitive data
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Monitoring for security events
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Responding to security incidents
AWS provides security features and best practices, but customers must implement and maintain appropriate security measures for their specific use cases.
Disclaimer
The sample code, software libraries, command line tools, proofs of concept, templates, or other related technology are provided as AWS Content or Third-Party Content under the AWS Customer Agreement, or the relevant written agreement between you and AWS (whichever applies). You should not use this AWS Content or Third-Party Content in your production accounts, or on production or other critical data. You are responsible for testing, securing, and optimizing the AWS Content or Third-Party Content, such as sample code, as appropriate for production grade use based on your specific quality control practices and standards. Deploying AWS Content or Third-Party Content may incur AWS charges for creating or using AWS chargeable resources, such as running Amazon EC2 instances or using Amazon S3 storage.
