lingmod-tue / stanza-api

FastAPI-based web-service for the Stanford Stanza NLP toolkit.

stanza-api

FastAPI-based web-service to the Stanford Stanza NLP toolkit. Useful for integrating Stanza into non-Python applications.

To use, run the following (substitute languages and packages for the ones you are interested in):

docker run --name stanza-api -e STANZA_LANGUAGES="en de" [STANZA_PACKAGES="partut default"] -d -p 8000:80 ramonziai/stanza-api

• STANZA_PACKAGES is optional. If provided, number of packages must match the number of languages. Use default if package for corresponding language does not need to be specified.

After that, the API is available at localhost on port 8000 once language packages have finished downloading (check status with docker logs stanza-api). Check out the FastAPI docs at http://localhost:8000/docs to see what endpoints are available. You can stop the container using docker stop stanza-api and start it again with docker start stanza-api.