Update app.py

app.py

@@ -1,3 +1,6 @@
+import streamlit as st
+import pandas as pd
+
 import os
 import json
 import re
@@ -13,8 +16,6 @@ from dataclasses import dataclass
 from itertools import combinations, product
 from typing import Iterator
 
-import streamlit as st
-import pandas as pd
 import PyPDF2                       # For handling PDF files
 from collections import Counter
 
@@ -34,6 +35,7 @@ from sklearn.metrics.pairwise import cosine_similarity
 import httpx
 from httpx import RemoteProtocolError
 
+
 # ▸ If `backoff` is not installed, provide a quick fallback
 try:
     import backoff
@@ -1969,7 +1971,10 @@ def idea_generator_app():
     if "language" not in st.session_state:
         st.session_state["language"] = "English"  # default
 
-    st.set_page_config(page_title="Ilúvatar: Creative Design & Invention AI", layout="wide")
+    st.set_page_config(
+        page_title="Ilúvatar: Creative Design & Invention AI",
+        layout="wide"
+    )
 
     st.title("Ilúvatar: Creative Design & Invention AI")
     st.caption("This system autonomously collects and analyzes big data to propose complex design/invention ideas.")