back4app-deploy-ml-model

Learn how to deploy a simple ML model to Back4app Containers using FastAPI & Docker.

To learn more check out the article.

Development Setup

1. Clone the repository.

2. Install the dependencies:

   $ pip install -r requirements.txt

3. Run the FastAPI server:

   $ uvicorn app.main:app --reload

4. Navigate to http://localhost:8000/docs in your favorite web browser.

Deploy (Docker)

1. Install Docker (if you don't have it yet).

2. Build and tag the image:

   $ docker build -t iris-webapp:1.0 .

3. Start a new container:

    $ docker run -p 8000:8000 --name iris-webapp iris-webapp:1.0

4. Navigate to http://localhost:8000/ in your favorite web browser.