Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+ner_pipeline = pipeline("ner", model="dslim/bert-base-NER", grouped_entities=True)
+
+def highlight_entities(text):
+    entities = ner_pipeline(text)
+    # Gradio มีระบบ Highlight ข้อความให้อัตโนมัติถ้าเราส่งค่าไปแบบนี้
+    return {"text": text, "entities": entities}
+
+demo = gr.Interface(
+    fn=highlight_entities,
+    inputs=gr.Textbox(placeholder="Enter sentence here..."),
+    outputs=gr.HighlightedText(),
+    title="Name Entity Recognition (NER) Finder"
+)
+
+demo.launch()