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Exercise

Foundation model report categorization

You're now working on an AI feature that helps to quickly understand weather conditions. Instead of reading long reports, users want a simple, one-word summary to appear on their SkyCast Assistant app. As a proof of concept, you use Amazon Bedrock to summarize a weather report into a single word from a predefined list.

The boto3 and json libraries have been preloaded. A sample weather report saved as report and a list of valid categories have also been preloaded.

Instructions

100 XP
  • Create a prompt that mentions the allowed categories from the categories list and includes the report.
  • Add this prompt to the request body when invoking the model.
  • Extract the summary from the response returned by Bedrock.