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api-cv-parser-flask

This API made for parsing CV/Resume data into JSON with Flask python, main library that use is Pyresparser from here

Table of Contents

Features

  • Parsing CV data from PDF

Installation

# Clone the repository
git clone https://github.com/your-username/your-repository.git

# Change directory
cd your-repository

# Install dependencies
pip install nltk
pip install spacy==2.3.5
pip install https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.3.1/en_core_web_sm-2.3.1.tar.gz
pip install pyresparser

# nltk
python -m nltk.downloader words
python -m nltk.downloader stopwords

# Run the Flask app
python api.py

Endpoints

The API exposes the following endpoint:

Parse Resume Endpoint

  • URL: /parse-resumes
  • Method: POST
  • Description: This endpoint allows you to upload a PDF file containing the CV/Resume data. The API will parse the data and return the extracted information in JSON format.

Request

  • HTTP Method: POST
  • Content-Type: multipart/form-data
  • Parameter:
    • resume (File): The PDF file containing the CV/Resume data to be parsed.

Response

  • Status Code: 200 OK
  • Content-Type: application/json
  • Response Body: A JSON object containing the extracted information from the CV/Resume, including fields such as name, email, phone number, education, skills, etc.

License

The API-cv-parser-flask project is open-source and available under the MIT License.

Acknowledgements

This project uses the pyresparser library by OmkarPathak. You can find the library here.