This use case implements semantic search in news articles. The dataset is filtered for news in the ‘BUSINESS’ category. We are embedding
  • headlines
  • news body (short description)
  • and date
to be able to search for
  • notable events, or
  • related articles to a specific story.
There is a possibility to skew the results towards older or fresher news, and also to influence the results using a specific search term.

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Follow along in this Colab

Semantic Search - News Notebook

Open the interactive Colab notebook to follow along with the semantic search news tutorial.