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This post will dive into the world of Natural Language Processing by using word embeddings to search movie descriptions in ArangoDB.

In this post we:

  • Discuss the background of word embeddings
  • Introduce the current state-of-the-art models for embedding text
  • Apply a model to produce embeddings of movie descriptions in an IMDb dataset
  • Perform similarity search in ArangoDB using these embeddings
  • Show you how to query the movie description embeddings in ArangoDB with custom search terms
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