A basic FASTAPI ML backend performing clustering on user click information. Clustering method used is DBSCAN
To setup perform the following steps Create a python virtual environment and activate it
python -m venv venv
./venv/Scripts/Activate.psi
Install Requirements
pip install -r requirements.txt
To start the webserver run the following command
The --reload parameter is meant for development and should be omitted for production
uvicorn app.main:app --reload
You can run tests by running:
python ./data/apptest.py
You can visualize appdata by running the ./data/Visualize_current_model.ipynb notebook