ats-resume / Resume_scanner.py
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Add application file
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import streamlit as st
from Models import get_HF_embeddings, cosine, get_doc2vec_embeddings
def compare(resume_texts, JD_text, flag='HuggingFace-BERT'):
JD_embeddings = None
resume_embeddings = []
if flag == 'HuggingFace-BERT':
if JD_text is not None:
JD_embeddings = get_HF_embeddings(JD_text)
for resume_text in resume_texts:
resume_embeddings.append(get_HF_embeddings(resume_text))
if JD_embeddings is not None and resume_embeddings is not None:
cos_scores = cosine(resume_embeddings, JD_embeddings)
return cos_scores
# Add logic for other flags like 'Doc2Vec' if necessary
else:
# Handle other cases
pass