Update app.py

app.py

@@ -1,18 +1,25 @@
 import streamlit as st
-import transformers
 from transformers import pipeline
 import re
+import base64
 
 # Page Configuration
 st.set_page_config(page_title="Telugu Sentiment Analysis", layout="centered")
 
-# Background Image via Custom CSS
+# Function to Encode Image
+def get_base64(file_path):
+    with open(file_path, "rb") as f:
+        data = f.read()
+    return base64.b64encode(data).decode()
+
+# Set Background from Image
 def set_background(image_path):
+    img_data = get_base64(image_path)
     st.markdown(
         f"""
         <style>
         .stApp {{
-            background-image: url("{image_path}");
+            background-image: url("data:image/jpg;base64,{img_data}");
             background-size: cover;
             background-position: center;
             background-repeat: no-repeat;
@@ -22,7 +29,8 @@ def set_background(image_path):
         unsafe_allow_html=True
     )
 
-set_background("New3.jpg")  # Make sure New3.jpg is in the same directory
+# Set the background
+set_background("New3.jpg")
 
 # Title and Description
 st.title("📊 Telugu Sentiment Analysis")
@@ -52,7 +60,7 @@ if st.button("🔍 Analyze Sentiment"):
         with st.spinner("Analyzing sentiment..."):
             result = pipe(clean_text)[0]
             idx = int(result['label'].split('_')[1])
-            
+
             if idx == 0:
                 sentiment = "😐 Neutral"
                 color = "gray"
@@ -63,4 +71,4 @@ if st.button("🔍 Analyze Sentiment"):
                 sentiment = "😠 Negative"
                 color = "red"
 
-            st.markdown(f"### Prediction: <span style='color:{color}'>{sentiment}</span>", unsafe_allow_html=True)
+            st.markdown(f"### Prediction: <span style='color:{color}'>{sentiment}</span>", unsafe_allow_html=True)