Create app.py

app.py

@@ -0,0 +1,26 @@
+import streamlit as st
+import pandas as pd
+import pickle
+movies_data=pickle.load(open("movies_data.pkl","rb"))
+similarity=pickle.load(open("similarity.pkl","rb"))
+def recommend(movie):
+    movie_index=movies_data[movies_data['title']==movie].index[0]
+    distances=similarity[movie_index]
+    movies_list_index=sorted(list(enumerate(distances)),reverse=True,key=lambda x:x[1])[1:6]
+    recom_movies=[]
+    for i in movies_list_index:
+        recom_movies.append(movies_data.iloc[i[0]].title)
+    return(recom_movies)
+
+def main():
+    st.title("Movie Recommendar system")
+    movies_list=movies_data['title']
+    selected=st.selectbox('Which movie have you seen',movies_list)
+    
+    if st.button("Recommend"):
+        recommendations=recommend(selected)
+        for i in recommendations:
+            st.write(i)
+
+if __name__=='__main__':
+    main()