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import numpy as np import pandas as pd from nltk.tokenize import word_tokenize from sklearn.feature_extraction.text import TfidfVectorizer

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# Define a search function def search_videos(query): # Tokenize the query query_tokens = word_tokenize(query) import numpy as np import pandas as pd from nltk