katana

Katana project is a template for ASAP ML application deployment.

Features 🎉

  1. FastAPI inbuilt
  2. Swagger UI and uvicorn integration
  3. Docker ready configuration
  4. Integrated GitHub actions
  5. Production ready code 🚀

Set-up Instructions 🔧

We recommend using flask default serving for development and uvicorn server for production

We included following setup instructions;

  1. Local development
  2. Docker supported deployment

Local Development 👨🏻‍💻

  1. Clone this repo with [email protected]:shaz13/katana.git
  2. Set up environment using python3 -m venv .env
  3. Activate envrionment using
# Linux / Mac / Unix
$ source .env/bin/activate

# Windows
$ \.env\Scripts\activate
  1. Install requirements using pip install -r requirements.txt
  2. For debugging run from root - python main.py
  3. Deploy using Procfile or bash scripts/launch.sh
  4. Your API is being served at localhost:9000

Docker Setup ⛴

  1. Clone this repo with [email protected]:shaz13/katana.git
  2. Install docker in your system
  3. Run docker-compose up
  4. Your local port is mapped and being served at localhost:9000

Capture