Update app.py

app.py

@@ -5,36 +5,28 @@ import re
 import gradio as gr
 
 def tesseract_ocr(filepath: str) -> str:
-    """Extract text from the image using Tesseract OCR with both English and Hindi."""
     image = Image.open(filepath)
-    # Set languages to English and Hindi by default
     combined_languages = 'eng+hin'
     extracted_text = pytesseract.image_to_string(image=image, lang=combined_languages)
     return extracted_text
 
 def search_and_highlight(text: str, keyword: str) -> str:
-    """Highlight occurrences of the keyword in the extracted text."""
     if keyword:
         highlighted_text = re.sub(f"({keyword})", r"<mark>\1</mark>", text, flags=re.IGNORECASE)
         return highlighted_text
     return text
 
 def ocr_and_search(filepath: str, keyword: str) -> str:
-    """Perform OCR on the image and highlight the specified keyword."""
     if filepath is None:
         return "Please upload an image."
-    
-    # Perform OCR (with default English and Hindi languages)
     extracted_text = tesseract_ocr(filepath)
     
-    # Highlight the keyword if provided
     if keyword:
         highlighted_text = search_and_highlight(extracted_text, keyword)
         return highlighted_text
     else:
         return extracted_text
 
-# Gradio Interface
 title = "Tesseract OCR (English + Hindi)"
 description = "Gradio demo for Tesseract with multi-language support (English and Hindi)."
 
@@ -44,7 +36,7 @@ demo = gr.Interface(
         gr.Image(type="filepath", label="Upload Image for OCR"), 
         gr.Textbox(label="Keyword to Highlight", placeholder="Enter a keyword...")
     ],
-    outputs='html',  # Changed to 'html' to display highlighted text
+    outputs='html', 
     title=title,
     description=description
 )