This app is built for employers looking for candidates against a particular job description. This app looks into outputing a x% percent similarity score given the resume of the candidate and a job description.
App deployed on Streamlit Community Cloud
- Get context-aware BERT Embeddings or document doc2vec embeddings for Resume and Job Description.
- Hugging Face Library was very useful alongwith doc2vec or nltk
- Get their cosine similarity
pip install -r requirements.txt
Run: streamlit run application.py