Spaces:
Running
Running
Johnny
commited on
Commit
·
7cf7e72
1
Parent(s):
63c5dba
fixed spacy model download
Browse files- requirements.txt +1 -1
- utils.py +6 -1
requirements.txt
CHANGED
@@ -5,5 +5,5 @@ supabase
|
|
5 |
PyMuPDF
|
6 |
pytest
|
7 |
sentence-transformers
|
8 |
-
spacy
|
9 |
fuzzywuzzy
|
|
|
5 |
PyMuPDF
|
6 |
pytest
|
7 |
sentence-transformers
|
8 |
+
spacy
|
9 |
fuzzywuzzy
|
utils.py
CHANGED
@@ -14,11 +14,16 @@ from collections import Counter
|
|
14 |
from sklearn.feature_extraction.text import TfidfVectorizer
|
15 |
import streamlit as st
|
16 |
from fuzzywuzzy import fuzz
|
|
|
17 |
|
18 |
# These functions will be called in the app.py file
|
19 |
|
20 |
# Load spaCy NLP model
|
21 |
-
|
|
|
|
|
|
|
|
|
22 |
|
23 |
def evaluate_resumes(uploaded_files, job_description, min_keyword_match=2):
|
24 |
"""Evaluates uploaded resumes, filters by keywords and score, and returns shortlisted candidates."""
|
|
|
14 |
from sklearn.feature_extraction.text import TfidfVectorizer
|
15 |
import streamlit as st
|
16 |
from fuzzywuzzy import fuzz
|
17 |
+
import subprocess
|
18 |
|
19 |
# These functions will be called in the app.py file
|
20 |
|
21 |
# Load spaCy NLP model
|
22 |
+
try:
|
23 |
+
nlp = spacy.load("en_core_web_sm")
|
24 |
+
except OSError:
|
25 |
+
subprocess.run(["python", "-m", "spacy", "download", "en_core_web_sm"])
|
26 |
+
nlp = spacy.load("en_core_web_sm")
|
27 |
|
28 |
def evaluate_resumes(uploaded_files, job_description, min_keyword_match=2):
|
29 |
"""Evaluates uploaded resumes, filters by keywords and score, and returns shortlisted candidates."""
|