Amazon SageMaker adds additional search context for search results

Posted on: Oct 27, 2025

Amazon SageMaker enhances search results in Amazon SageMaker Unified Studio with additional context that improves transparency and interpretability. Users can see which metadata fields matched their query and understand why each result appears, increasing clarity and trust in data discovery. The capability introduces inline highlighting for matched terms and an explanation panel that details where and how each match occurred across metadata fields such as name, description, glossary, schema, and other metadata.

The enhancement reduces time spent evaluating irrelevant assets by presenting match evidence directly in search results. Users can quickly validate relevance without opening individual assets.

This capability is now available in all AWS Regions where Amazon SageMaker is supported.

To learn more about Amazon SageMaker, see Amazon SageMaker documentaion