Update app.py

app.py

@@ -1,11 +1,14 @@
 import gradio as gr
-from PIL import Image
-import pytesseract
+import easyocr
 import re
 
-# Step 1: Function to extract text using OCR for both Hindi and English
+# Initialize the EasyOCR reader for Hindi and English
+reader = easyocr.Reader(['hi', 'en'])
+
+# Step 1: Function to extract text using EasyOCR for both Hindi and English
 def extract_text(image):
-    extracted_text = pytesseract.image_to_string(image, lang='hin+eng')
+    results = reader.readtext(image, detail=0)  # 'detail=0' to get only the text output
+    extracted_text = " ".join(results)  # Join all text results into a single string
     return extracted_text
 
 # Step 2: Function to search and highlight the keyword in the extracted text