Giter VIP home page Giter VIP logo

resume-parser's Introduction

Resume to CSV Converter

This is a Streamlit application that allows you to convert PDF resumes into a CSV format for easy data analysis and management. The app leverages OpenAI's language model to extract relevant information from the resumes and presents it in a structured manner.

Features

  • Upload multiple PDF resumes (up to 10 at a time)
  • Extract key information from resumes, including personal details, work experience, education, skills, and more
  • View the extracted resume data in a user-friendly JSON format
  • Download the combined resume data as a CSV file for further analysis or processing

Installation

  1. Clone the repository:
git clone https://github.com/your-username/resume-to-csv.git
  1. Install the required dependencies:
cd resume-to-csv
pip install -r requirements.txt
  1. Set up the OpenAI API key:

Create a secrets.toml file in the project root directory with the following content:

OPENAI_API_KEY = "your_openai_api_key_here"

Replace "your_openai_api_key_here" with your actual OpenAI API key.

  1. Usage
  1. Start the Streamlit app:
streamlit run app.py
  1. The app will open in your default web browser. Follow the on-screen instructions to upload PDF resumes and convert them to CSV format.

Contributing

Contributions are welcome! If you find any issues or want to add new features, please open an issue or submit a pull request.

License

This project is licensed under the MIT License.

Acknowledgments

Streamlit for the user-friendly app development framework

OpenAI for their powerful language model

LangChain for the integration with OpenAI's language model

resume-parser's People

Contributors

shubhwithai avatar satvik314 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.