Update README.md

README.md

@@ -14,3 +14,24 @@ metrics:
 widget:
 - text: "Jean Paul Gaultier Classique - 50 ML Eau de Parfum  Damen Parfum"
 ---
+
+### Demo: How to use in Flair
+Requires:
+- **[Flair](https://github.com/flairNLP/flair/)** (`pip install flair`)
+```python
+from flair.data import Sentence
+from flair.models import SequenceTagger
+# load tagger
+tagger = SequenceTagger.load("{repo_id}")
+# make example sentence
+sentence = Sentence("Jean Paul Gaultier Classique - 50 ML Eau de Parfum  Damen Parfum.")
+# predict NER tags
+tagger.predict(sentence)
+# print sentence
+print(sentence)
+# print predicted NER spans
+print('The following NER tags are found:')
+# iterate over entities and print
+for entity in sentence.get_spans('ner'):
+    print(entity)
+```"""