Update app.py

app.py

@@ -28,7 +28,9 @@ if 'bar_df' not in st.session_state:
     st.session_state.bar_df = bar_df
     st.session_state.bar_df_edited = st.session_state.bar_df.copy() 
 
-with st.expander("Search and filter recipes"):
+st.header("Recipe Finder")
+
+with st.expander("Find recipes by searching and filtering"):
     # name search
     name_search = st.text_input('Search recipes by name')
     if name_search == "":
@@ -87,7 +89,7 @@ with st.expander("Search and filter recipes"):
 #     st.session_state.filter_bar = recipes['name'].to_list()
     
 
-with st.expander("Home bar"):
+with st.expander("Find recipes by what you can make with your bar at home"):
     # input home bar
     st.session_state.bar_df_edited = st.data_editor(st.session_state.bar_df, disabled=["ingredients"], hide_index=True)
     if st.session_state.bar_df_edited['have'].sum() == 0:
@@ -104,8 +106,8 @@ with st.expander("Home bar"):
     # st.button(label='Submit Bar', on_click=submit_bar)
     # st.button(label='Reset', on_click=reset_bar)
 
-with st.expander("Find similar recipes"):
-    st.selectbox("Select a recipe:", pd.concat([pd.Series('test'),recipes['name']]))
+with st.expander("Find recipes that are similar to one another"):
+    simlar_select = st.selectbox("Select a recipe:", pd.concat([pd.Series('< SELECT AN OPTION >'),recipes['name']]))
 
     def similarity(ratings, kind='user', epsilon=1e-9):
         if kind == 'user':
@@ -125,7 +127,7 @@ with st.expander("Find similar recipes"):
     recipe_similarity = pd.DataFrame(similarity(pivot_np, kind='user'))
     recipe_similarity.columns = pivot['name'].values
     recipe_similarity.index = pivot['name'].values
-    #recipe_similarity
+
 
 st.header("Recipes")
 filter_all = list(set(filter_name) & set(filter_ingredient) & set(filter_source) & set(filter_type) & set(st.session_state.filter_bar))