This repository contains a basic example of MLOps

This project aims to run a classification application using:

• MLFLow
• Hyperparametrization
• Ray
• FastApi

The application is running locally. How to run it?

1. Check the requirements.txt to install the required libraries to run the app (not all libraries are required).

2. The version of Python is Python 3.10.12

3. Start mlflow ´mlflow server --host 127.0.0.1 --port 8001´

4. Execute 'python3 ray_hypB_FA.py'

5. Uvicorn will be ready to receive requests

6. Open another terminal and execute the curl (from curl.txt)