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| # from transformers import pipeline | |
| # from summarizer import Summarizer | |
| # categorizing_model = pipeline("zero-shot-classification", model='cross-encoder/nli-deberta-v3-base') | |
| # while True: | |
| # print('Enter text:') | |
| # to_cat = input() | |
| # result = categorizing_model( | |
| # to_cat, | |
| # candidate_labels=Summarizer.ARTICLE_CATEGORIES | |
| # ) | |
| # print('\n\nResult:') | |
| # print(result['labels'][0]) |