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19299d1
Update app.py
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app.py
CHANGED
@@ -3,26 +3,23 @@ from transformers import pipeline
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sentiment_model = pipeline("text-classification", model="AhmedTaha012/managersFeedback-V1.0.7")
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increase_decrease_model = pipeline("text-classification", model="AhmedTaha012/nextQuarter-status-V1.1.9")
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ner_model = pipeline("token-classification", model="AhmedTaha012/finance-ner-v0.0.8-finetuned-ner")
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def main():
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st.title("Transcript Analysis")
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transcript = st.text_area("Enter the transcript:", height=200)
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sentiment = sentiment_model(transcript)[0]['label']
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st.write(sentiment)
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if revenue:
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st.write(f"Revenue: {revenue}")
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else:
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st.write("Revenue not found.")
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sentiment_model = pipeline("text-classification", model="AhmedTaha012/managersFeedback-V1.0.7")
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increase_decrease_model = pipeline("text-classification", model="AhmedTaha012/nextQuarter-status-V1.1.9")
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ner_model = pipeline("token-classification", model="AhmedTaha012/finance-ner-v0.0.8-finetuned-ner")
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st.title("Transcript Analysis")
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transcript = st.text_area("Enter the transcript:", height=200)
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if st.button("Analyze"):
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st.subheader("Sentiment Analysis")
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sentiment = sentiment_model(transcript)[0]['label']
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st.write(sentiment)
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st.subheader("Increase/Decrease Prediction")
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increase_decrease = increase_decrease_model(transcript)[0]['label']
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st.write(increase_decrease)
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st.subheader("NER Metrics")
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ner_result = ner_model(transcript)
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revenue = next((entity['entity'] for entity in ner_result if entity['entity'] == 'revenue'), None)
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if revenue:
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st.write(f"Revenue: {revenue}")
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else:
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st.write("Revenue not found.")
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