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Update app.py
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app.py
CHANGED
@@ -78,41 +78,20 @@ elif option == 'Text summarization':
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elif option == 'Text generation':
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st.markdown("<h2 style='text-align: center; color:grey;'>Generate text</h2>", unsafe_allow_html=True)
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generated_text = generator(text, max_length=50)
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st.write(generated_text[0]["generated_text"])
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elif source == "I want to upload a file":
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uploaded_file = st.file_uploader("Choose a .txt file to upload", type=["txt"])
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button = st.button('Generate text')
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if button:
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generator = generation_model()
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with st.spinner(text="Generating text..."):
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generated_text = generator(text, max_length=50)
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st.write(generated_text[0]["generated_text"])
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elif option == 'Sentiment analysis':
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st.markdown("<h2 style='text-align: center; color:grey;'>Classify review</h2>", unsafe_allow_html=True)
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sentiment = sentiment_analysis(text)
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st.write(sentiment[0]["label"])
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elif source == "I want to upload a file":
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uploaded_file = st.file_uploader("Choose a .txt file to upload", type=["txt"])
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button = st.button('Get sentiment analysis')
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if button:
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sentiment_analysis = sentiment_model()
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with st.spinner(text="Getting sentiment analysis..."):
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sentiment = sentiment_analysis(text)
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st.write(sentiment[0]["label"])
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elif option == 'Text generation':
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st.markdown("<h2 style='text-align: center; color:grey;'>Generate text</h2>", unsafe_allow_html=True)
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text = st.text_input(label='Enter one line of text and let the NLP model generate the rest for you')
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button = st.button('Generate text')
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if button:
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generator = generation_model()
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with st.spinner(text="Generating text..."):
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generated_text = generator(text, max_length=50)
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st.write(generated_text[0]["generated_text"])
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elif option == 'Sentiment analysis':
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st.markdown("<h2 style='text-align: center; color:grey;'>Classify review</h2>", unsafe_allow_html=True)
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text = st.text_input(label='Enter a sentence to get its sentiment analysis')
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button = st.button('Get sentiment analysis')
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if button:
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sentiment_analysis = sentiment_model()
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with st.spinner(text="Getting sentiment analysis..."):
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sentiment = sentiment_analysis(text)
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st.write(sentiment[0]["label"])
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