Detecting and redacting PII using Amazon Bedrock

Typically, AWS recommends leveraging an existing service offering such as Amazon Comprehend to detect and redact PII. However, this post explores an alternative solution using Amazon Bedrock.

This is possible using the Claude, Anthropic's large langauge model, and their publicly available prompt library. In our case, we'll leverage the PII purifier prompt that is maintained by their prompt engineers.

How to extract PII using Amazon Bedrock in Python

This demo showcases how to invoke the Amazon Claude 3 models …

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