Update app.py

app.py

@@ -24,8 +24,16 @@ movie = st.text_input("Search for movie")
 if 'random_movies' not in st.session_state:
     st.session_state['random_movies'] = random_selection(movies_df)
 
-
+random_movies = st.session_state['random_movies']
 if not movie:
-    st.write(st.session_state['random_movies'])
-    
+    for i in st.session_state['random_movies']:
+        if st.button(i):
+            movie = i
+    st.write(movie)
+    movie_id = movies_df[movies_df['title'] == random_movies.iloc[movie]].index
+    similar_movies_idx = similarity_matrix[movie_id[0]].argsort()[::-1][1:6]
+    similar_movies = movies_df['title'].iloc[similar_movies_idx]
+    st.header("Recommended Movies")
+    for i in similar_movies:
+        st.write(i)