Deep Autocomplete

A Deep learning based autocomplete using character RNNs.
Associated blog: https://medium.com/p/1eb7ae19bfd8

Clone the repository

clone this repository:

git clone https://github.com/wingedrasengan927/deep-autocomplete.git
cd deep-autocomplete

Running Locally

It is recommended to use a python virtual environment either with conda or venv for the backend.

launching backend server

cd backend
pip install -r requirements.txt
uvicorn app.main:app --host localhost --port 8000

You should see the server up and running:

launching frontend server

cd frontend
npm install
npm run serve

You should see the server up and running:

Deployment in Kubernetes

Assuming you have Kubernetes installed, run the following commands in the order

kubectl apply -f ./backend/backend-deployment.yaml
kubectl apply -f ./backend/backend-service.yaml
kubectl apply -f ./frontend/frontend-deployment.yaml
kubectl apply -f ./frontend/frontend-service.yaml