Matuidi

Matuidi, a closed-domain generative-based paper-search assistant using RASA, using both Rasa NLU( for nlu part ) and Rasa Core( for dialogue management part ). It gives paper of your interest and all details about it like authors, year of release, no. of pages, link to the paper etc. It will soon be integrated with telegram.

nlu model:

train nlu:
    rasa train nlu
test nlu:
    rasa shell nlu

dialogue/core model:

start custom action server:
    rasa run actions
train core in new terminal:
    rasa train --out models --fixed-model-name rasa_models

run chatbot:

rasa shell

run interative training:

start custom action server:
    rasa run actions
start interactive training in new terminal:
    rasa interactive

integrate with telegram:

start custom action server:
    rasa run actions
start ngrok in new terminal:
    ./ngrok http 5005
    change webhook_url in credentials.yml
connect to telegram in new terminal:
    rasa run --port 5005 --credentials credentials.yml --endpoints endpoints.yml

run using rasa x:

start custom action server:
    rasa run actions
start ngrok in new terminal:
    ./ngrok http 5002
export RASA_X_HOSTNAME=https://{number you get after running ngrok}.ngrok.io; rasa x