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Update app.py
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app.py
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@@ -6,8 +6,6 @@ import subprocess
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import nltk
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from nltk.corpus import wordnet
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from gensim import downloader as api
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# Import the custom GingerIt module
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from gingerit import GingerIt
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# Ensure necessary NLTK data is downloaded
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@@ -41,7 +39,7 @@ def detect_ai_generated(text):
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outputs = model_ai(**inputs)
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probabilities = torch.softmax(outputs.logits, dim=1)
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ai_probability = probabilities[0][1].item() # Probability of being AI-generated
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return f"AI-Generated Content Probability: {ai_probability:.2f}%"
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# Function to get synonyms using NLTK WordNet
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def get_synonyms_nltk(word, pos):
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import nltk
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from nltk.corpus import wordnet
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from gensim import downloader as api
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from gingerit import GingerIt
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# Ensure necessary NLTK data is downloaded
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outputs = model_ai(**inputs)
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probabilities = torch.softmax(outputs.logits, dim=1)
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ai_probability = probabilities[0][1].item() # Probability of being AI-generated
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return f"AI-Generated Content Probability: {ai_probability * 100:.2f}%"
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# Function to get synonyms using NLTK WordNet
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def get_synonyms_nltk(word, pos):
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