Update app.py

app.py

@@ -1,20 +1,16 @@
 import streamlit as st
-st.set_page_config(page_title='Image Search App', layout='wide')
+st.set_page_config(page_title='T2I', page_icon="🧊", layout='centered')
+st.title("Text To Image Retrieval for KaggleX BPIOC Mentorship Program")
 import torch
 from transformers import AutoTokenizer, AutoModel
 import faiss
 import numpy as np
 import wget
 from PIL import Image
-# import io
 from sentence_transformers import SentenceTransformer
 import json
 from zipfile import ZipFile
 import zipfile
-# from io import BytesIO
-from PIL import Image
-# from huggingface_hub import hf_hub_download
-# hf_hub_download(repo_id="shivangibithel/Flickr8k", filename="Images.zip")
 
 # Load the pre-trained sentence encoder
 model_name = "sentence-transformers/all-distilroberta-v1"
@@ -61,9 +57,6 @@ def search(query, k=5):
         image = Image.open(image_data)
         st.image(image, width=600)
 
-
-st.title("Image Search App")
-
 query = st.text_input("Enter your search query here:")
 if st.button("Search"):
     if query: