This repository wrap stanford stanza wonderful parser, using docker as a container and fastapi for http requests. you can change the code inside for determine your desired supported languages. installing guide: install docker.
for deployment: (terminal commands)
cd /package/directory/
docker-compose build
docker-compose-up
And then use following http request:
Get parsing of an English text: localhost:8000/en/get_sentence_parsing/?input="YOUR-SENTENCE-HERE"
Get parsing of a Spanish text: localhost:8000/es/get_sentence_parsing/?input="YOUR-SENTENCE-HERE"
Get parsing of an French text: localhost:8000/fr/get_sentence_parsing/?input="YOUR-SENTENCE-HERE"
Get parsing of a German text: localhost:8000/de/get_sentence_parsing/?input="YOUR-SENTENCE-HERE"
Get parsing of an Arabic text: localhost:8000/ar/get_sentence_parsing/?input="YOUR-SENTENCE-HERE"
Get parsing of a Russian text: localhost:8000/ru/get_sentence_parsing/?input="YOUR-SENTENCE-HERE"
Get NER of a text: localhost:8000/get_ner/?input="YOUR-SENTENCE-HERE"