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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
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@@ -5,5 +5,5 @@ supabase
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PyMuPDF
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pytest
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sentence-transformers
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spacy
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fuzzywuzzy
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PyMuPDF
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pytest
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sentence-transformers
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spacy
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fuzzywuzzy
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utils.py
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@@ -14,11 +14,16 @@ from collections import Counter
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from sklearn.feature_extraction.text import TfidfVectorizer
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import streamlit as st
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from fuzzywuzzy import fuzz
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# These functions will be called in the app.py file
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# Load spaCy NLP model
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def evaluate_resumes(uploaded_files, job_description, min_keyword_match=2):
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"""Evaluates uploaded resumes, filters by keywords and score, and returns shortlisted candidates."""
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from sklearn.feature_extraction.text import TfidfVectorizer
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import streamlit as st
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from fuzzywuzzy import fuzz
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import subprocess
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# These functions will be called in the app.py file
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# Load spaCy NLP model
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try:
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nlp = spacy.load("en_core_web_sm")
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except OSError:
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subprocess.run(["python", "-m", "spacy", "download", "en_core_web_sm"])
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nlp = spacy.load("en_core_web_sm")
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def evaluate_resumes(uploaded_files, job_description, min_keyword_match=2):
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"""Evaluates uploaded resumes, filters by keywords and score, and returns shortlisted candidates."""
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