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Enhanced search with match highlights and explanations in Amazon SageMaker

Big Data Blog



AWS has enhanced search capabilities in Amazon SageMaker Unified Studio, introducing advanced search features that improve data discovery and transparency.

  • New search results now include match highlights and explanations
  • Users can see which metadata fields matched their query
  • Inline highlighting shows where search terms appear in results
  • An "About this result" panel provides context for search matches
  • Search supports keyword, synonym, and semantic matching across multiple metadata fields

These enhancements help users quickly identify relevant datasets by providing clear visibility into why specific assets appear in search results, reducing time spent evaluating irrelevant information.



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