Optimize blueprint extraction accuracy in Amazon Bedrock Data Automation
Amazon has added a feature to Bedrock Data Automation that automatically sharpens how its document extraction tool reads business paperwork. Called blueprint instruction optimization, it takes three to ten sample documents plus their correct answers and rewrites the extraction instructions to lift accuracy in minutes rather than weeks. No separate model training or fine-tuning is required, and the work runs through either the Amazon Bedrock console or an API.
Blueprint instruction optimization is a BDA feature that automatically refines your extraction instructions to address this challenge directly. You provide three to ten example documents with expected values, and BDA refines your blueprint instructions to improve accuracy in minutes, not weeks. No separate model fine-tuning is required.
By the end of this post, you can optimize your blueprints to improve accuracy, run the optimization workflow through the Amazon Bedrock console or the API, and apply best practices for selecting examples and ground truth.
For more details please read the original article at AWS Machine Learning.
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