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How to securely pass personal information to a Bedrock agent?

I’m working with an AWS Bedrock agent and need to pass personal user information to it so it can provide personalized responses. However, I don’t want to include this personal information directly in the agent’s knowledge base for security reasons. Here are the details of my situation: