awacke1 commited on
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fc7f2a5
1 Parent(s): 81770e3

Create app.py

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  1. app.py +27 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import pipeline
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+
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+ # Load the sentiment analysis model
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+ sentiment_analysis = pipeline("sentiment-analysis")
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+
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+ # Load the chatbot model
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+ chatbot = pipeline("conversational")
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+
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+ # Define a function to generate responses from the chatbot
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+ def generate_response(input_text):
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+ # Get the sentiment of the input
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+ sentiment = sentiment_analysis(input_text)[0]['label']
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+ # Generate a response from the chatbot using the sentiment as context
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+ response = chatbot(input_text, context=sentiment)[0]['generated_text']
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+ return response
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+
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+ # Create a title for the app
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+ st.title("Sentiment-Aware Chatbot")
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+
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+ # Create a text input for the user to enter their message
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+ user_input = st.text_input("Enter your message:")
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+
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+ # When the user submits their message, generate a response from the chatbot and display it
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+ if st.button("Submit"):
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+ response = generate_response(user_input)
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+ st.write("Chatbot:", response)