# build upon the latest version of the rasa api
FROM rasa/rasa:latest

# root permissions
USER root

# Copy application code
COPY . /app
COPY ./app/requirements.txt ./

# Install spellchecking package and other requirements
RUN python -m pip install --upgrade pip
RUN pip install -r app/requirements.txt

WORKDIR /app

# Train the Rasa model
RUN rasa train --domain app/domain.yml --data app/data --out app/models --config app/configs/config_supervised.yml --augmentation 20

# By best practices, don't run the code with root user
USER 1001

# # Run Rasa
CMD ["run", "--enable-api", "--cors", "*"]