chaliy/ner-ms repository overview

⁠NER as a (Micro)Service

The aim of the project is to provide NER using MITIE for Ukrainian language without the need of installing MITIE.

⁠Usage

⁠Docker

Easiest way to run it though the Docker (even on Windows). Once you have Docker installed, do the following:

docker run -it -p 8080:8080 chaliy/ner-ms

⁠Hosted

Eventually we will provide hosted entry point for your disposal. Temporary you can use:

http://proto.63fgxzp2pg.eu-central-1.elasticbeanstalk.com/ner

⁠Examples

⁠Curl

Show info about service

curl http://localhost:8080/ner

Tokenize with default tokenizer and extract named entities

curl -X POST -d "Несе Галя воду, Коромисло гнеться, За нею Іванко, Як барвінок, в’ється." http://localhost:8080/ner/text

Extract named entities for already tokenized text

curl -X POST -H "Content-Type: application/json; charset=UTF-8" -d '{ "tokens": ["Несе","Галя","воду",",","Коромисло","гнеться" ]}' http://localhost:8080/ner

⁠Postman

You can get Postman collection from https://www.getpostman.com/collections/c6db7bb555fc76ab57f5⁠

⁠References

Work is based or adaptation of this projects:

• https://github.com/unchartedsoftware/mitie-server⁠ - Docker image to serve MITIE
• http://lang.org.ua/models/⁠ - MITIE NER model for UK
• https://github.com/mit-nlp/MITIE⁠ - MITIE itself

⁠License

MIT