I need a basic python (ipynb) application that, with langchain, stores a resume in an embedding and compares it with a job description and gives me a top of candidates with cosine similarity
Budget: $10 – $30 USD
I am looking for a Python developer to create a basic Python (ipynb) application for me. The application should have the following features:
- Utilize the langchain library to store a resume in an embedding format.
- Compare the embedded resume with a job description using cosine similarity.
- Provide a list of top candidates based on the similarity score.
Preferred Skills and Experience:
- Proficiency in Python programming language.
- Knowledge of the langchain library.
- Experience with cosine similarity calculations.
- Familiarity with working with resume and job description formats.
Please note that there are no specific requirements for the resume and job description formats. Any standard format will suffice.
The deadline for this project is less than one week.
- Utilize the langchain library to store a resume in an embedding format.
- Compare the embedded resume with a job description using cosine similarity.
- Provide a list of top candidates based on the similarity score.
Preferred Skills and Experience:
- Proficiency in Python programming language.
- Knowledge of the langchain library.
- Experience with cosine similarity calculations.
- Familiarity with working with resume and job description formats.
Please note that there are no specific requirements for the resume and job description formats. Any standard format will suffice.
The deadline for this project is less than one week.