Create app.py

app.py

@@ -0,0 +1,47 @@
+import numpy as np
+import pandas as pd
+
+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()
+
+