added code
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- .gitignore +2 -0
- app.py +35 -0
- requirements.txt +0 -0
.gitattributes
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hfTest/Lib/site-packages/numpy.libs/libscipy_openblas64_-43e11ff0749b8cbe0a615c9cf6737e0e.dll filter=lfs diff=lfs merge=lfs -text
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.gitignore
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hfTest/
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.vscode
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app.py
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import streamlit as st
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from transformers import pipeline
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# Application title
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st.title("Text Sentiment Analysis App")
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st.write("Analyze whether a given text is positive or negative using a Hugging Face model.")
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# Text input
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user_input = st.text_area("Enter your text:", placeholder="For example: I love this product!")
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# Initialize the model
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@st.cache_resource
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def load_sentiment_model():
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return pipeline("sentiment-analysis", model="distilbert-base-uncased-finetuned-sst-2-english")
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# Load the model
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model = load_sentiment_model()
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# Perform analysis if input is provided
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if st.button("Analyze"):
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if user_input.strip():
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with st.spinner("Analyzing sentiment..."):
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result = model(user_input)
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st.success("Analysis complete!")
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# Extracting the label and score
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label = result[0]['label']
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score = result[0]['score']
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# Display the result
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st.write(f"**Label:** {label}")
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st.write(f"**Confidence Score:** {score:.2f}")
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else:
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st.error("Please enter some text!")
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requirements.txt
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File without changes
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