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Update app.py
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app.py
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@@ -1,20 +1,21 @@
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import gradio as gr
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from transformers import pipeline
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def predict(
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predictions = pipeline(
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return predictions
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gradio_app = gr.Interface(
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predict,
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inputs=gr.Textbox(label="Write a text")
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outputs=gr.
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title="
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)
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if __name__ == "__main__":
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gradio_app.launch()
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import gradio as gr
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from transformers import pipeline
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# Load the text classification pipeline
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pipeline = pipeline("text-classification", model="ProsusAI/finbert", trust_remote_code=True)
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def predict(input_text): # Corrected argument name
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predictions = pipeline(input_text, threshold=0.5, return_scores=False)
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return predictions[0] # Extract the first prediction
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# Define the Gradio interface
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gradio_app = gr.Interface(
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predict,
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inputs=gr.Textbox(label="Write a text"),
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outputs=gr.Textbox(label="Predicted Sentiment"), # More descriptive label
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title="Financial Sentiment Analysis", # More specific title
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)
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# Launch the Gradio interface
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if __name__ == "__main__":
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gradio_app.launch()
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