xunhs/latent-dictionary

A dictionary, but it shows you position in embedding space relative to some synonyms/antonyms instead of a definition.

Latent Dictionary

An interactive 3D map of DistilBert word embeddings: https://www.latentdictionary.com

Dev Install

1. Get docker-compose
2. Build the frontend

cd frontend
npm install

3. Launch docker. This will take a few minutes the first time because the embeddings models are being downloaded and setup.

cd ..
docker-compose up --build

4. If everything worked, you'll see the app at localhost:80.

Production Install (on Debian 11)

1. Run server_setup.sh to setup your deps, install docker-compose and clone the project
2. Setup SSL certificates following the Certbot Instructions
3. Run the project using the production script

cd latent-dictionary
docker-compose -f docker-compose.prod.yaml up --build -d

4. View logs stream with docker-compose logs -f