Using HashiCorp Vault’s transit secrets engine, sensitive information in Amazon Bedrock Knowledge Bases can be encrypted, particularly when utilizing retrieval augmented generation (RAG). The demo illustrates how to process vacation rental data while ensuring personal identifiable information (PII) remains secure and undisclosed.