Serving a Scalable Fast API application leveraging Celery and Redis

Pre-requisites:

• You must deploy it on a GPU with ~16GB of memory
• You will need docker compose (HINT: Do not use docker-compose)
  • Documentation
• You will need to ensure nvidia-ctk --version provides a valid output
  • Documentation

Tasks:

1. Provide a simple system diagram (created in whatever format you feel best communicates the flow) for the application
2. Provide an example output from the model.
   • NOTE: Getting an output is a multi-step process.

This is meant to be a challenging task - so you might need to spend some time troubleshooting and tinkering!