So, this is sort of hacked together from a lot of data sources and the code is a mess. Here's a hello world of how to get up and running.

1. Install Python requirements using pip install -r requirements.txt.

2. Download GoogleNews-vectors-negative300.bin.gz from here, and extract it into the parent directory of this project.

3. Run python dump-vecs.py to create an SQLite database and store the main vectors.

4. Run python dump-hints.py to create a hints pickle. Wait a very long time.

5. Run python store-hints.py to import the pickle into the DB.

6. Run python semantle.py for the web server.

Formatting

black . to reformat all Python files