captain-pool / discretion-ml

Backend of Discretion. Front End available at: https://github.com/samshum90

Dis-cretion ML

Machine Learning Backend of Dis-cretion an automated platform for helping HR do jobs.

prepping environment

$ wget <link to miniconda for python 3.x> -O miniconda.sh
$ bash miniconda.sh
$ conda env create --file environment.yml
$ conda activate discretion
$ conda update -c conda-forge conda
$ pip install -r requirements.txt
$ python -m spacy download <model_name/ preferably en_core_wb_sm>

Crawling Policy Documents and Responses

$ ./crawl <context_name> --host <mongo_host> -p <mongo_port>

Launching the backend

$ ./launch_server.sh <context_name> -mp <mongo port> -mh <mongo host>