zoya23 commited on
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eb8b23b
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1 Parent(s): fb45a1d

Create app.py

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  1. app.py +20 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import pipeline
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+
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+ # Load Hugging Face model
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+ model_name = "distilbert-base-uncased-finetuned-sst-2-english"
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+ classifier = pipeline("sentiment-analysis", model=model_name)
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+
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+ # Streamlit UI
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+ st.title("🤖 Sentiment Analysis App")
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+ st.write("Enter some English text below to analyze sentiment.")
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+
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+ user_input = st.text_area("Text input", height=150)
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+
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+ if st.button("Predict"):
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+ if user_input.strip() == "":
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+ st.warning("Please enter some text.")
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+ else:
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+ with st.spinner("Analyzing..."):
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+ result = classifier(user_input)[0]
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+ st.success(f"**Label**: {result['label']} \n**Confidence**: {result['score']:.4f}")