Update app.py

app.py

@@ -7,7 +7,7 @@ Original file is located at
     https://colab.research.google.com/drive/1zk7xuWSf7ii7zowOqNVLy0FwXYVHYE2V
 """
 
-#imports
+# Imports
 import PyPDF2
 import re
 import transformers
@@ -15,7 +15,9 @@ from transformers import pipeline
 from bark import SAMPLE_RATE, generate_audio, preload_models
 from scipy.io.wavfile import write as write_wav
 from IPython.display import Audio
+import gradio as gr
 
+# Code
 def abstract_to_audio(insert_pdf):
     # Extracting the abstract text from the article pdf
     def extract_abstract(pdf_file):
@@ -72,8 +74,9 @@ def abstract_to_audio(insert_pdf):
     # play text in notebook
     return Audio(audio_array, rate=SAMPLE_RATE)
 
-!pip install gradio
-import gradio as gr
 
-my_app = gr.Interface(fn=abstract_to_audio, inputs='file', outputs='audio')
+
+
+my_app = gr.Interface(fn=abstract_to_audio, inputs='file', outputs='audio', title="PDF Abstract Summarizer",
+    description="Extracts abstracts from PDFs and generates audio summaries.")
 my_app.launch(share=True)