Supported Regions and DB engines for Aurora machine learning
By using Amazon Aurora machine learning, you can integrate your Aurora DB cluster with one of the following AWS machine learning services, depending on your needs. They each support specific machine learning use cases.
Amazon Bedrock is a fully managed service that makes leading foundation models from AI companies available through an API, along with developer tooling to help build and scale generative AI applications.
Amazon Comprehend is a natural language processing (NLP) service that's used to extract insights from documents. By using Aurora machine learning with Amazon Comprehend, you can determine the sentiment of text in your database tables.
SageMaker AI is a full-featured machine learning service. Data scientists use Amazon SageMaker AI to build, train, and test machine learning models for a variety of inference tasks, such as fraud detection. By using Aurora machine learning with SageMaker AI, database developers can invoke the SageMaker AI functionality in SQL code.
Not all AWS Regions support all machine learning services. Only certain AWS Regions support Aurora machine learning and thus provide access to these services from an Aurora DB cluster. The integration process for Aurora machine learning also differs by database engine. For more information, see Using Amazon Aurora machine learning.
Aurora machine learning with Aurora MySQL
Amazon Bedrock is supported only on Aurora MySQL version 3.06 and higher. For information on Region availability for Amazon Bedrock, see Model support by AWS Region in the Amazon Bedrock User Guide.
Aurora machine learning with Amazon Comprehend and Amazon SageMaker AI is supported for Aurora MySQL in the AWS Regions listed in the table. In addition to having your version of Aurora MySQL available, the AWS Region must also support the service that you want to use. For a list of AWS Regions where Amazon SageMaker AI is available, see Amazon SageMaker AI endpoints and quotas in the Amazon Web Services General Reference. For a list of AWS Regions where Amazon Comprehend is available, see Amazon Comprehend endpoints and quotas in the Amazon Web Services General Reference.
| Region | Aurora MySQL version 3 | Aurora MySQL version 2 |
|---|---|---|
| US East (N. Virginia) | Version 3.01.0 and higher | Version 2.07 and higher |
| US East (Ohio) | Version 3.01.0 and higher | Version 2.07 and higher |
| US West (N. California) | Version 3.01.0 and higher | Version 2.07 and higher |
| US West (Oregon) | Version 3.01.0 and higher | Version 2.07 and higher |
| Africa (Cape Town) | Not available | Not available |
| Asia Pacific (Hong Kong) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Hyderabad) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Jakarta) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Malaysia) | Version 3.04.0 and higher | Not available |
| Asia Pacific (Melbourne) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Mumbai) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Osaka) | Version 3.01.0 and higher | Version 2.07.3 and higher |
| Asia Pacific (Seoul) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Singapore) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Sydney) | Version 3.01.0 and higher | Version 2.07 and higher |
| Asia Pacific (Tokyo) | Version 3.01.0 and higher | Version 2.07 and higher |
| Canada (Central) | Version 3.01.0 and higher | Version 2.07 and higher |
| Canada West (Calgary) | Version 3.01.0 and higher | Version 2.07 and higher |
| China (Beijing) | Version 3.01.0 and higher | Version 2.07 and higher |
| China (Ningxia) | Version 3.01.0 and higher | Version 2.07 and higher |
| Europe (Frankfurt) | Version 3.01.0 and higher | Version 2.07 and higher |
| Europe (Ireland) | Version 3.01.0 and higher | Version 2.07 and higher |
| Europe (London) | Version 3.01.0 and higher | Version 2.07 and higher |
| Europe (Milan) | Not available | Not available |
| Europe (Paris) | Version 3.01.0 and higher | Version 2.07 and higher |
| Europe (Spain) | Version 3.01.0 and higher | Version 2.07 and higher |
| Europe (Stockholm) | Version 3.01.0 and higher | Version 2.07 and higher |
| Europe (Zurich) | Version 3.01.0 and higher | Version 2.07 and higher |
| Israel (Tel Aviv) | Version 3.01.0 and higher | Version 2.07 and higher |
| Middle East (Bahrain) | Version 3.01.0 and higher | Version 2.07 and higher |
| Middle East (UAE) | Version 3.01.0 and higher | Version 2.07 and higher |
| South America (São Paulo) | Version 3.01.0 and higher | Version 2.07 and higher |
| AWS GovCloud (US-East) | Version 3.01.0 and higher | Version 2.07 and higher |
| AWS GovCloud (US-West) | Version 3.01.0 and higher | Version 2.07 and higher |
Aurora machine learning with Aurora PostgreSQL
For information on version support for Amazon Bedrock on Aurora PostgreSQL, see Using Aurora PostgreSQL as a Knowledge Base for Amazon Bedrock.
Aurora machine learning with Amazon Comprehend and Amazon SageMaker AI is supported for Aurora PostgreSQL in the AWS Regions listed in the table. In addition to having your version of Aurora PostgreSQL available, the AWS Region must also support the service that you want to use. For a list of AWS Regions where Amazon SageMaker AI is available, see Amazon SageMaker AI endpoints and quotas in the Amazon Web Services General Reference. For a list of AWS Regions where Amazon Comprehend is available, see Amazon Comprehend endpoints and quotas in the Amazon Web Services General Reference.
The following Regions and engine versions are available for Aurora machine learning with Aurora PostgreSQL.
| Region | Aurora PostgreSQL 16 | Aurora PostgreSQL 15 | Aurora PostgreSQL 14 | Aurora PostgreSQL 13 | Aurora PostgreSQL 12 | Aurora PostgreSQL 11 |
|---|---|---|---|---|---|---|
| US East (N. Virginia) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| US East (Ohio) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| US West (N. California) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| US West (Oregon) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Africa (Cape Town) | Not available | Not available | Not available | Not available | Not available | Not available |
| Asia Pacific (Hong Kong) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Hyderabad) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Jakarta) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Malaysia) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Melbourne) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Mumbai) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Osaka) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Seoul) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Singapore) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Sydney) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Asia Pacific (Tokyo) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Canada (Central) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Canada West (Calgary) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| China (Beijing) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| China (Ningxia) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Europe (Frankfurt) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Europe (Ireland) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Europe (London) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Europe (Milan) | Not available | Not available | Not available | Not available | Not available | Not available |
| Europe (Paris) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Europe (Spain) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Europe (Stockholm) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Europe (Zurich) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Israel (Tel Aviv) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Middle East (Bahrain) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| Middle East (UAE) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| South America (São Paulo) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| AWS GovCloud (US-East) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
| AWS GovCloud (US-West) | Version 16.1 and higher | Version 15.2 and higher | Version 14.3 and higher | Version 13.3 and higher | Version 12.4 and higher | Version 11.9, 11.12 and higher |
