Dadbot

python virtual environment and pip dependencies

python3 -m venv rasa
source ~/rasa/bin/activate
python3 -m pip install --upgrade pip
python3 -m pip install -r requirements.txt
python3 -m pip install -r requirements-speaker.txt
python3 -m pip install -r requirements-web.txt
python3 -m pip install -r actions/requirements-actions.txt

If using NVIDIA models, modules for speech synthesis

cd ..
git clone https://github.com/NVIDIA/apex.git
git clone https://github.com/NVIDIA/DeepLearningExamples.git
cd Dadbot
ln -s ../DeepLearningExamples/CUDA-Optimized/FastSpeech/fastspeech fastspeech
ln -s ../DeepLearningExamples/CUDA-Optimized/FastSpeech/tacotron2 tacotron2
ln -s ../DeepLearningExamples/CUDA-Optimized/FastSpeech/waveglow waveglow
ln -s ../waveglow tacotron2/waveglow

Start rasa server

rasa train
rasa shell --debug

Start actions and API server

rasa run actions --debug
rasa run -m models --enable-api --cors 'https://dadbot-web.ddns.net:8000' --ssl-certificate dadbot.crt --ssl-keyfile dadbot.key --connector voice_connector.ChatInput --debug

or as docker deployment

docker build -t dadbot-actions:1.0 -f Dockerfile_actions .
docker build -t dadbot-web:1.0 -f Dockerfile_web .
docker build -t dadbot-api:1.0 -f Dockerfile_api .

docker network create frontend-net

docker run -d -p 5005:5005 --name dadbot-connector -v /home/debian/workspace/Dadbot/models:/app/models --hostname dadbot-connector.ddns.net --network frontend-net -e RASA_TELEMETRY_ENABLED=false dadbot-api:1.0

docker run -d -p 5055:5055 --name dadbot-actions --hostname dadbot-actions --network frontend-net -e RASA_TELEMETRY_ENABLED=false -e OPENAI_AI_KEY=<YOUR OPENAI_API_KEY> dadbot-actions:1.0

docker run -d -p 0.0.0.0:8000:8000 --name dadbot-web.ddns.net --hostname dadbot-web.ddns.net --network frontend-net dadbot-web:1.0

If using NVIDIA models, docker nvidia runtime as default required (include in /etc/docker/daemon.json) and also nvcr.io registry development login

docker build -t dadbot-api:1.0 -f Dockerfile_cuda .

Terraform docker provider

cd terraform/docker
export TF_VAR_OPENAI_API_KEY=<YOUR OPENAI_API_KEY>
terraform init
terraform apply

Train the bot as i.e. jupyter notebook (include your own domain.yml file)

sudo ./gen_webserver_cert.sh <URL> <IP>
jupyter notebook --ip=0.0.0.0 --certfile=dadbot.crt --keyfile=dadbot.key dadbot.ipynb

Start bot as Sanic app (domain already trained)

Self-signed certificates just for testing, e.g. dadbot-web.ddns.net (include your own certificates for production)

sudo ./gen_webserver_cert.sh <URL> <IP>

python3 dadbot.py

Start bot as Django app (domain already trained)

python3 manage.py runserver