Upload app.py.py

app.py.py

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+# -*- coding: utf-8 -*-
+"""Building-A-NER-App
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/1bYdWk-RnDhGzdEClGI-n6X8W4P2Nnh6H
+"""
+
+
+
+#!pip install -U tensorflow-probability
+
+from transformers import pipeline
+
+ner_pipeline = pipeline("ner", model="Tirendaz/roberta-base-NER")
+
+text = "I am Tim and I work at FaceBook."
+
+ner_pipeline(text)
+
+ner_pipeline(text, aggregation_strategy="simple")
+
+def ner(text):
+  output = ner_pipeline(text, aggregation_strategy="simple")
+  return {"text": text, "entities": output}
+
+ner(text)
+
+import gradio as gr
+
+examples = [
+    "My name is Tim and I live in California",
+    "Ich arbeite bei Google in Berlin",
+    "Ali, Ankara'lı mı?"
+]
+
+demo = gr.Interface(
+    ner,
+    gr.Textbox(placeholder="Enter a sentence here..."),
+    gr.HighlightedText(),
+    examples = examples
+)
+
+demo.launch(share = True)