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Create modules/profile_matcher.py
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modules/profile_matcher.py
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from transformers import pipeline
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def match_profiles(resume_text, job_description):
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classifier = pipeline("zero-shot-classification", model="facebook/bart-large-mnli")
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result = classifier(resume_text, candidate_labels=[job_description])
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return result['scores'][0] > 0.7
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