Livoa LogoLivoa
User Interest Vector


(from selected interests)

Content Metadata & Transcripts


(vectorized using TF-IDF)

Compute Cosine


Similarity Scores

Apply Weighting


(verification + safety)

Rank Items by Composite Score
Return Top-N


Recommendations to User

research

by adi

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