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Build error
Added code for sentiment analysis
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app.py
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# sentiment_app.py
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import streamlit as st
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from transformers import pipeline
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# Load sentiment analysis pipeline
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@st.cache_resource
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def load_model():
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return pipeline("sentiment-analysis")
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classifier = load_model()
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# Streamlit UI
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st.set_page_config(page_title="Sentiment Classifier", layout="centered")
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st.title("🧠 Sentiment Classification App")
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st.write("Enter a piece of text, and the model will predict its sentiment.")
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# Text input
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text_input = st.text_area("Enter your text here", height=150)
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# Predict button
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if st.button("Classify Sentiment"):
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if text_input.strip() == "":
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st.warning("Please enter some text to analyze.")
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else:
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with st.spinner("Analyzing..."):
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result = classifier(text_input)
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label = result[0]['label']
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score = result[0]['score']
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st.success(f"**Prediction:** {label} ({score:.2f} confidence)")
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