AO
Thank you for your reply, yes the intention was to ensure that there is enough flexibility to expose that same logic via FastAPI or a CLI later on without a complete rewrite. To your question, yes i added a test suite with pytest for each of the files in addition to making the streamlit UI cleaner to extend.