Spaces:
Sleeping
Sleeping
DariaKhot
commited on
Commit
•
6385041
1
Parent(s):
b7ad669
Add application file
Browse files
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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pipe = pipeline("text-generation", model='all-MiniLM-L6-v2')
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def main():
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try:
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st.title("Which Resort is best for you?")
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weathers = ["Sunny", "Rainy", "Snowy"]
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activities = ["Skiing", "Hiking", "Swimming", "Relaxing"]
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weather = st.selectbox("What is the weather like?", weathers)
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activity = st.selectbox("What activity do you prefer?", activities)
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input_prompt = f"The weather is {weather.lower()} and I like {activity.lower()}."
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if st.button('Recommend a Resort'):
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with st.spinner('Generating recommendation...'):
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# Generate text based on the input prompt
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generated_texts = pipe(input_prompt, max_length=50, num_return_sequences=1)
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recommendation = generated_texts[0]['generated_text']
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# Displaying the generated recommendation
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st.subheader("Recommended Resort:")
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st.write(recommendation)
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except Exception as e:
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st.error(e)
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###################################################
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if __name__=="main":
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main()
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