muqeet1234 commited on
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Update app.py

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  1. app.py +32 -0
app.py CHANGED
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+ import streamlit as st
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+ import random
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+
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+ # Set up the app title and description
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+ st.title("Personality Predictor")
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+ st.write("Enter some text about yourself or someone else, and this app will predict personality traits based on the Big Five model.")
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+
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+ # Text input area
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+ user_input = st.text_area("Write something here:", placeholder="E.g., I love meeting new people and trying new experiences.")
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+
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+ # Placeholder for trait predictions
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+ traits = ["Extraversion", "Agreeableness", "Conscientiousness", "Neuroticism", "Openness"]
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+
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+ # Simulated predictions (replace with model predictions later)
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+ def predict_personality(text):
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+ # Placeholder logic: Assign random scores to traits
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+ return {trait: round(random.uniform(0, 1), 2) for trait in traits}
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+
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+ # Button to predict personality
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+ if st.button("Predict Personality"):
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+ if user_input.strip():
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+ # Call prediction function
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+ predictions = predict_personality(user_input)
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+ st.subheader("Predicted Personality Traits")
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+ for trait, score in predictions.items():
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+ st.write(f"**{trait}:** {score}")
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+ else:
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+ st.warning("Please enter some text to predict personality.")
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+
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+ # Footer
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+ st.write("---")
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+ st.write("This app uses NLP to simulate personality prediction. Replace the logic with a trained model for real predictions.")