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Create app.py
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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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model_id = "meta-llama/Meta-Llama-3-8B"
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# Initialize the model pipeline
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pipe = pipeline("text-generation", model=model_id)
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# Display the logo and title
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st.image("logo.jpg", width=300)
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st.title("Coach Virtual PRODI")
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# Initialize a session state variable for history if it doesn't exist
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if 'history' not in st.session_state:
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st.session_state['history'] = []
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# Function to update the conversation history
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def update_history(user_input, ai_response):
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st.session_state['history'].append(("User", user_input))
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st.session_state['history'].append(("AI", ai_response))
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# Display the conversation history
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for speaker, text in st.session_state['history']:
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if speaker == "User":
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st.text_input("Usuario", value=text, disabled=True)
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else:
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st.text_area("PRODI", value=text, height=75, disabled=True)
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# Chat input for user prompt
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user_input = st.text_input("驴C贸mo te puedo ayudar hoy?")
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if user_input:
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with st.spinner("Generando respuesta..."):
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# Get the AI's response
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ai_response = pipe(user_input, max_length=100, num_return_sequences=1)[0]['generated_text']
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# Update the conversation history
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update_history(user_input, ai_response)
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# Display the AI's response
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st.write(ai_response)
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