import numpy as np
import pandas as pd
import streamlit as st

st.set_page_config(
    page_title="Recommendation System for Agriculture",
    page_icon=":random:",
    layout="centered",
    initial_sidebar_state="expanded",
    menu_items={
        'About': "# This application will help provide crop recommendations!"
    }
)

#creating session states
create_session_state()

image = Image.open('./image/title.jpg')
st.image(image)

with st.sidebar:
    image = Image.open('./image/sidebar_image.jpg')
    st.image(image)
    st.markdown("<h2 style='text-align: center; color: red;'>Settings Tab</h2>", unsafe_allow_html=True)


    st.write("Model Settings:")

    #define the temeperature for the model
    temperature_value = st.slider('Temperature :', 0.0, 1.0, 0.2)
    st.session_state['temperature'] = temperature_value

    #define the temeperature for the model
    token_limit_value = st.slider('Token limit :', 1, 1024, 256)
    st.session_state['token_limit'] = token_limit_value

    #define the temeperature for the model
    top_k_value = st.slider('Top-K  :', 1,40,40)
    st.session_state['top_k'] = top_k_value

    #define the temeperature for the model
    top_p_value = st.slider('Top-P :', 0.0, 1.0, 0.8)
    st.session_state['top_p'] = top_p_value

    if st.button("Reset Session"):
        reset_session()