Enrich your AWS Glue Data Catalog with generative AI metadata using Amazon Bedrock

This blog post explains how to enrich the AWS Glue Data Catalog with metadata descriptions using generative AI models from Amazon Bedrock.

Specifically, the article covers:

• Overview of AWS Glue Data Catalog and generative AI models
• Two approaches for generating metadata using large language models (LLMs):
  • In-context learning
  • Retrieval Augmented Generation (RAG)
• Prerequisites and setup instructions
• Step-by-step implementation details with code examples
• Updating the Data Catalog with generated metadata descriptions
• Conclusion and cleanup steps