Enhance input data quality

Improve the information given to the FM before inference.

Examples:

• normalize names
• extract entities
• standardize terminology
• reformat text
• remove irrelevant content
• enrich metadata

• Amazon Bedrock
• Amazon Comprehend
• AWS Lambda

Raw customer text
       ↓
Entity extraction
       ↓
Normalization
       ↓
Structured representation
       ↓
FM

Cleaner, more structured input can improve consistency and reduce ambiguity.

Input enhancement is not the same as hallucination-producing enrichment.

Only add trusted information.

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