Jérôme plays with AI ideas

This repo started with me trying out the Hugging Face NLP course. As always, things quickly started to grow and deserved being managed in a repo.

Don't expect anything particularly dependable here, this is just me toying around. If you end up looking at this repo, it's probably more that I'm needing help from you rather than the other way round...

Setup

This project uses conda to manage its dependencies

conda env create -f ai-play-conda.yml
conda activate ai-play

note: to update yml, run conda env export >ai-play-conda.yml

GMail export classification

To kick off this experiment, a summary is generated for each mail. This will process a maximum of 100 mails for now, as that's enough to already see problems appear...

python . mcls

The mails are expected at ~/Downloads/Takeout/all-mails.mbox.

Hugging Face NLP examples

To run sample 8, for example, use:

python . nlpt 8

GMail export parsing example

(WIP) Reads a gmail export (in .MBOX format), and builds a DuckDB database indexing addresses and labels.

The file must be at ~/Downloads/Takeout/all-mails.mbox.

python . mtst