import requests
import json
import streamlit as st

def predict(context,question):
    url = 'http://localhost:8090/predict'
    data = {'context': context,'question': question}
    json_data = json.dumps(data)
    headers = {'Content-type': 'application/json'}
    response = requests.post(url, data=json_data, headers=headers)
    result = response.json()
    return result

def main():
    st.title("T5 model inference")
    
    # Vytvoríme polia pre zadanie hodnôt
    context = st.text_input("context:")
    question = st.text_input("question:")
    prediction = predict(context,question)
    # Vytvoríme tlačidlo pre vykonanie akcie
    if st.button("Execute"):
        
        st.json({
    'context': context,
    'question': question,
    'prediciton':prediction
    })
        


if __name__ == "__main__":
    main()