samyak152002 commited on
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2e0abc7
1 Parent(s): 33e9334

Create app.py

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  1. app.py +16 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load the model from Hugging Face
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+ classifier = pipeline("text-classification", model="samyak152002/my-disease-classifier-sih")
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+
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+ # Define the prediction function
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+ def predict(text):
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+ result = classifier(text)
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+ return result
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+
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+ # Set up the Gradio interface
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+ interface = gr.Interface(fn=predict, inputs="text", outputs="json", title="Disease Classifier")
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+
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+ # Launch the app
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+ interface.launch()