rasa-handoff

This is just a proof of concept

Experients with enabling human handoff in Rasa

For more information on the Rasa Stack, please visit the docs here:

• Rasa Core
• Rasa NLU

This project is based on:

• Rasa Starter Pack
• Rasa Livestream Tensorflow Pipeline

Setup

You can use pyenv to instantiate a virtual environment to run this project

1. Install the dependencies

pip install -r requirements.txt

2. Install spacy language model

python -m spacy download en

3. To run the bot you'll need to create an .env file and insert the following

MEETUP_KEY=<meetup_api_key>
GOOGLE_KEY=<google_directions_api_key>

• Get Meetup API key here
• Activate Google Directions API and get API key

Usage

To train the NLU model, run make train-nlu

To train the Core model, run make train-core

To run the bot on the command line run make cmdline

human-in-the-loop

To run mock api:

python hitl-api/api.py

then ask the bot: "I'm looking for tech meetups in Toronto"

todo

• resolve weird behaviour of chatbot responding with incorrect conversation upon resuming conversation when it was paused during hitl