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7/14/2026
The Spotify /recommendations Replacement

The Spotify /recommendations Replacement

Short summary

A walkthrough for replacing Spotify's deprecated /v1/recommendations and /related-artists endpoints using the FreqBlog Music API's content-based similarity approach. Explains why content-based filtering (audio-feature similarity with genre-aware re-ranking) is a practical substitute for Spotify's collaborative-filtering graph. Includes Python code for the /recommendations and /related-artists endpoints.

  • •Spotify deprecated /recommendations and /related-artists in November 2024 with no replacement
  • •FreqBlog uses content-based audio-feature similarity with genre-aware re-ranking as a substitute
  • •Works on new and long-tail tracks with zero listening history, unlike collaborative filtering

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