HR_Interview_Bot

HR Interview bot: Bot will ask interview questions and get the answers and validate and show report to you and HR.

Create Virtual environment

• virtualenv --python=python3.6 env

• source env/bin/activate

install both Rasa and Rasa X using pip:

• pip3 install rasa-x --extra-index-url https://pypi.rasa.com/simple

Train Own Custom Intent and Entities:

• Rasa NLU Training - build intent, entity classifier model
• Rasa Core Training - model will understand the conversations with the intent & entity

CREATE NEW PROJECT:

• rasa init --no-prompt

INSTALL RASA NLU TRAINER:

• sudo npm i -g rasa-nlu-trainer

RUN RASA NLU TRAINER:

• rasa-nlu-trainer --source data/data.json

TRAIN NLU MODEL:

• rasa train nlu

Test NLU MODEL:

• rasa shell nlu

TRAIN Dialogue Management:

• rasa train

TEST Dialogue Management:

• rasa shell

INTERACTIVE TRAIN:

• rasa interactive

Note:

before interactive if you have custom actions Actions.py, you must run on this comment in another terminal.

• rasa run actions
• rasa interactive

####### Main Demo in terminal

• rasa run actions && rasa shell

More Infromation:

Visualisation at

• http://localhost:5006/visualization.html.

Add New Intent:

• domain.yml - intents to add new intent

Add New Entity:

• domain.yml - entities to add new entity

Add New Action:

• domain.yml - actions to add new action

Add New Action Template Text:

• domain.yml - templates to add new text for action

Add New Slot:

• domain.yml - slots to add new entity name with the type

NodeJS install:

https://linuxize.com/post/how-to-install-node-js-on-ubuntu-18.04/

install RASA NLU TRAINER

• sudo npm -i rasa-nlu-trainer

RUN

• before json create sample data.json and then run

• rasa-nlu-trainer

• add your intent and entities in data.json

address already use find out port process id:

sudo lsof -i:5005

install mysql

SQL install: https://www.digitalocean.com/community/tutorials/how-to-install-mysql-on-ubuntu-16-04

Install MySQL Driver

• Python needs a MySQL driver to access the MySQL database.Download and install "MySQL Connector":
• python -m pip install mysql-connector