Bridging Healthcare Gap: GenAI Therapist with human empathy (Part 5)

This content originally appeared on DEV Community and was authored by Danny Chan

Create Bedrock Agent:

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Deploy Bedrock Agent:

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Inference parameters:

Temperature: 0
Randomness
Degree of variability in response
no variability

Top P: 1
most probable tokens to generate next
Don’t want creativity

Top K: 0
choose smaller number of next output text
Don’t want creativity

Responsible AI:

Guardrail: harmful categories & prompt attacks filters:

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Guardrail: denied topic:

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Name:
Medical Advice

Definition For Topic:
Discussions that involve providing guidance, recommendations, or suggestions related to health, medical treatments, symptoms, or overall wellness.

Sample Phrases:

• How to manage chronic pain?
• Recommend a diet for heart health.
• What to do for persistent headaches?
• Is it safe to combine medications?
• How to improve mental well-being?

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Guardrail: sensitive information filters:

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Name: Account Number
Regex pattern: [A-Za-z]{6}\d{4}
Guardrail behavior: Mask
Add description - optional: Matches account numbers in the format XXXXXX1234

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Guardrail: contextual grounding check:

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Attach Guardrail to Bedrock Agent

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Advantages of AWS Bedrock Agent:

Secure Data:

• Data securely executed on AWS user VPC.

Seamless Integration:

• Integrates seamlessly with the SDK.

Auto Scalable Operations:

• Auto scales to handle data volumes.

Reduced Operational Overhead:

• Minimizes on-premises infrastructure.

Simplified Compliance:

• Facilitates compliance with data regulations.

Flexible Configuration:

• Offers customizable configuration options.

This content originally appeared on DEV Community and was authored by Danny Chan