JancisWang / Insight_chatbot

simple chatbot app ( with RASA NLU & python flask UI)

Basic Chatbot using RASA

Business scenario

In this customer-centric era, business & organization start to adopt chatbot solution to handle their user request and inquiry. In the example below, we try to develop a simple chatbot to handle service inquiry and complaint

Setup

Install Rasa NLU

$pip install rasa_nlu

Install Rasa Core

$git clone https://github.com/RasaHQ/rasa_core.git
$cd rasa_core
$pip install -r requirements.txt
$pip install -e .

Step 1 - Collect conversation data

sample data was located at data/data.json

Step 2 - Train NLU model

python -m rasa_nlu.train -c config_spacy.json --data data/data.json -o models/nlu

Step 3 - Initiate NLU server

python -m rasa_nlu.server -c config_spacy.json --path ./models/nlu

Step 4 - Run web chatbot UI

python bot-application2/app.py

Step 5 - Start chatting!

Further Improvements:

to-be-updated