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Upload app.py
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app.py
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@@ -7,6 +7,7 @@ def install(package):
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st.title("Personality Prediction App")
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try:
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from transformers import pipeline
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except ImportError:
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@@ -14,7 +15,14 @@ except ImportError:
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install('transformers')
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st.experimental_rerun()
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#
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@st.cache_resource
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def load_model():
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return pipeline("text-classification", model="KevSun/Personality_LM")
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@@ -36,4 +44,5 @@ if st.button("Predict"):
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else:
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st.warning("Please enter some text to analyze.")
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st.info("Note: This is a demonstration and predictions may not be entirely accurate.")
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st.title("Personality Prediction App")
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# Check and install transformers library
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try:
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from transformers import pipeline
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except ImportError:
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install('transformers')
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st.experimental_rerun()
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# Check and install numpy library
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try:
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import numpy as np
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except ImportError:
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st.warning("The numpy library is not installed. Attempting to install it now...")
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install('numpy')
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st.experimental_rerun()
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@st.cache_resource
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def load_model():
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return pipeline("text-classification", model="KevSun/Personality_LM")
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else:
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st.warning("Please enter some text to analyze.")
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st.info("Note: This is a demonstration and predictions may not be entirely accurate.")
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