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# Example recommendation logic def recommend_video(query): # This is a very basic example and real implementation would involve more complexity query_vector = vectorizer.transform([query]) similarity_scores = cosine_similarity(query_vector, tfidf).flatten() recommended_index = similarity_scores.argsort()[-2] return titles[recommended_index] video title watch merida sat vera jarw list top