Update app.py

app.py

@@ -17,12 +17,13 @@ def remove_references(text):
 
     
 def extract_text_from_pdf(file_path):
-  reader = PdfReader(file_path)
-  text = ""
-  for page in reader.pages[2:]:
-      text += page.extract_text() + "\n"
-
-  return text  
+    text = ""
+    with open(file_path, "rb") as pdf_file:
+        pdf_reader = PyPDF2.PdfReader(pdf_file)
+        for page in pdf_reader.pages:
+            text += page.extract_text() + "\n"
+    return text
+  
 
       
 def model(model_name):