Update app.py

app.py

@@ -1,6 +1,4 @@
 
-from numpy.linalg import matrix_upper_triangular as triu
-
 import subprocess
 subprocess.run(["pip", "install", "https://huggingface.co/Priyanka-Balivada/en_Resume_Matching_Keywords/resolve/main/en_Resume_Matching_Keywords-any-py3-none-any.whl"])
 import en_Resume_Matching_Keywords  # Now import your package
@@ -10,13 +8,14 @@ import nltk
 from gensim.models.doc2vec import Doc2Vec, TaggedDocument
 from nltk.tokenize import word_tokenize
 import PyPDF2
+from PyPDF2 import PdfReader
 import pandas as pd
 import re
 import matplotlib.pyplot as plt
 import seaborn as sns
 import spacy
 import numpy as np
-upper_triangular = np.triu(matrix)  # Correct way
+
 # Download necessary NLTK data
 nltk.download('punkt')
 
@@ -28,7 +27,7 @@ email_with_phone_regex = re.compile(r'(\d{10}).|.(\d{10})')
 
 # Function to extract text from a PDF file
 def extract_text_from_pdf(pdf_file):
-    pdf_reader = PyPDF2.PdfReader(pdf_file)
+    pdf_reader = PdfReader(pdf_file)
     text = ""
     for page_num in range(len(pdf_reader.pages)):
         text += pdf_reader.pages[page_num].extract_text()