mandelakibiriti / rasa_quickstart

Tutorial to create Rasa Core bot on local command line

Tutorial to create Rasa Core bot on local command line

1. Install rasa core package

   pip install rasa_core

2. Create stories.md and domain.yml files that contain the intents, actions and templates. Example of these files can be found at this link

3. Train bot with the script below. This will create a folder called models with a subfolder called 'dialogue'

   python -m rasa_core.train -d domain.yml -s stories.md -o models/dialogue

4. Run the bot using the script below. To talk to the bot send a message such as /greet and the bot shall respond with the action outlined in the template

   python -m rasa_core.run -d models/dialogue

5. Install rasa_nlu package

   pip install rasa_nlu

6. Create nlu.md and nlu_config.yml files as found at this link

7. Train NLU model with the script below and a subfolder under models called 'current/nlu' will be created

   python -m rasa_nlu.train -c nlu_config.yml --data nlu.md -o models --fixed_model_name nlu --project current --verbose

8. Run bot for using the script below

   python -m rasa_core.run -d models/dialogue -u models/current/nlu