Cianplan

Level 5: AI / LLM systems · L5.8 Generative AI on AWS: Bedrock in practice (AIP-C01)

Validating and formatting data for foundation models

Stop bad data before it reaches a model with AWS Glue Data Quality, enrich it with Amazon Comprehend, and format Converse requests with typed content blocks inside their limits.

13 min · Pro

What you take away

  • A model cannot tell that a price is wrong; validate data at ingestion with Glue Data Quality rules and quarantine failing records before they load.

And 3 more inside the class, in Pro.

How the class is laid out

  1. The problem
  2. Receiving at the back door
  3. Validate: AWS Glue Data Quality
  4. Enrich: Amazon Comprehend
  5. Format: Converse content blocks
  6. Check your understanding