New construct: Bedrock Data Automation Support

[krokoko]

Describe the feature

Bedrock Data Automation was recently released. Bedrock Data Automation (BDA) is a cloud-based service that simplifies the process of extracting valuable insights from unstructured content—such as documents, images, video, and audio. BDA leverages generative AI to automate the transformation of multi-modal data into structured formats, enabling developers to build applications and automate complex workflows with greater speed and accuracy.

https://aws.amazon.com/solutions/guidance/multimodal-data-processing-using-amazon-bedrock-data-automation/

There is support for BDA now through Bedrock Knowledge Based as a parsing strategy: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-datasource-parsingconfiguration.html

We want to evaluate the idea of a standalone L3 construct which would provide support for BDA so it can be used outside of Bedrock Knowledge Base

Use Case

More flexibility to use BDA

Proposed Solution

No response

Other Information

No response

Acknowledgements

• I may be able to implement this feature request
• This feature might incur a breaking change

[dineshSajwan]

We probably would need two constructs

L2 construct for Custom blueprint: - This will create a lambda function based on user provided custom schema of the expected extraction.

L3 construct for processing:- This will associate the custom blue print with the project workflow and process the uploaded document. (https://aws.amazon.com/solutions/guidance/multimodal-data-processing-using-amazon-bedrock-data-automation/)