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Update Deliverable2.py
Browse files- Deliverable2.py +14 -0
Deliverable2.py
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@@ -8,6 +8,20 @@ import random
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# Instantiate the validator
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class URLValidator:
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def __init__(self):
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self.similarity_model = SentenceTransformer('sentence-transformers/all-mpnet-base-v2')
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self.fake_news_classifier = pipeline("text-classification", model="mrm8488/bert-tiny-finetuned-fake-news-detection")
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# Instantiate the validator
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class URLValidator:
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def rate_url_validity(self, user_query: str, url: str) -> dict:
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"""Simulates rating the validity of a URL."""
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content_relevance = random.randint(0, 100)
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bias_score = random.randint(0, 100)
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final_validity_score = (content_relevance + bias_score) // 2
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return {
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"raw_score": {
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"Content Relevance": content_relevance,
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"Bias Score": bias_score,
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"Final Validity Score": final_validity_score
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}
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}
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def __init__(self):
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self.similarity_model = SentenceTransformer('sentence-transformers/all-mpnet-base-v2')
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self.fake_news_classifier = pipeline("text-classification", model="mrm8488/bert-tiny-finetuned-fake-news-detection")
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