This repository powers Marble's Name Entity Recognition (NER) used within the Sanctions Check feature.
$ docker build -t marble/marble-ner:latest .
$ docker run --rm -p 9000:9000 -e GLINER_LABELS=Person,Company,Country marble/marble-ner:latest
You can instruct the model to try and label specific names from your input by specifying a comma-separated list of labels in the GLINER_LABELS environment variable. By default, the used labels are Person and Company.
$ curl -XPOST 127.0.0.1:9000/detect -H content-type:application/json -d \
'{"text":"flying to canada to have dinner at acme\'s headquarters with joe"}'
[
{
"type": "Country",
"text": "canada"
},
{
"type": "Company",
"text": "acme"
},
{
"type": "Person",
"text": "joe"
}
]