Create app.py

app.py

@@ -0,0 +1,64 @@
+import streamlit as st
+import pickle
+import pandas as pd
+import requests
+original_title = '<p style="color:White; font-size: 80px;">CinePicks</p>'
+st.markdown(original_title, unsafe_allow_html=True)
+st.markdown(
+    f"""
+         <style>
+         .stApp {{
+             background: url("https://wallup.net/wp-content/uploads/2018/03/20/414708-Iron_Man-Iron_Man_2-Iron_Man_3-iron_man__mark_XLIII-The_Avengers.jpg");
+         }}
+         </style>
+         """,
+    unsafe_allow_html=True
+)
+def fetch_poster(movie_id):
+    url='https://api.themoviedb.org/3/movie/{}?api_key=4e9dfb203bf90ff6a4fc33522c802f3b'.format(movie_id)
+    data=requests.get(url)
+    data=data.json()
+    poster_path=data['poster_path']
+    full_path="https://image.tmdb.org/t/p/w500/" + poster_path
+    return full_path
+
+
+similarity=pickle.load(open('similarity.pkl','rb'))
+def recommend(movie):
+    movie_index = movies[movies['title'] == movie].index[0]
+    distances = similarity[movie_index]
+    movies_list = sorted(list(enumerate(distances)), reverse=True, key=lambda x: x[1])[1:6]
+    recommended_movies=[]
+    recommended_movie_posters = []
+
+    for i in movies_list:
+        movie_id=movies.iloc[i[0]].movie_id
+        # Fetch poster from API
+        recommended_movies.append(movies.iloc[i[0]].title)
+        recommended_movie_posters.append(fetch_poster(movie_id))
+    return recommended_movies,recommended_movie_posters
+
+
+
+movies_dict=pickle.load(open('movies_dict.pkl','rb'))
+movies=pd.DataFrame(movies_dict)
+selected_movie_name=st.selectbox('Recently Watched',movies['title'].values)
+if st.button('Show Recommendations'):
+    recommended_movie_names, recommended_movie_posters = recommend(selected_movie_name)
+    col1, col2, col3, col4, col5 = st.columns(5)
+    with col1:
+        st.text(recommended_movie_names[0])
+        st.image(recommended_movie_posters[0])
+    with col2:
+        st.text(recommended_movie_names[1])
+        st.image(recommended_movie_posters[1])
+
+    with col3:
+        st.text(recommended_movie_names[2])
+        st.image(recommended_movie_posters[2])
+    with col4:
+        st.text(recommended_movie_names[3])
+        st.image(recommended_movie_posters[3])
+    with col5:
+        st.text(recommended_movie_names[4])
+        st.image(recommended_movie_posters[4])