Update app.py

app.py

@@ -1,12 +1,21 @@
-import requests
-
-API_URL = "https://api-inference.huggingface.co/models/spacy/en_core_web_sm"
-headers = {"Authorization": "Bearer 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"}
-
-def query(payload):
-	response = requests.post(API_URL, headers=headers, json=payload)
-	return response.json()
-	
-output = query({
-	"inputs": "where did Wandobire's laptop come from, was it africa or uganda?",
-})
+import gradio as gr
+#os is used to change the directory
+#spacy is used for the NER
+import spacy
+from spacy import displacy
+import en_core_web_sm
+
+
+nlp = spacy.load("en_core_web_sm")
+def ner_spacy(sentence):
+  doc = nlp(sentence)
+  ents = [(e.text, e.label_) for e in doc.ents]
+  return ents
+
+examples = [
+    "where did Wandobire's laptop come from, was it africa or uganda?",
+]
+
+
+gr.Interface(ner_spacy, gr.Textbox(placeholder="Enter sentence here..."), 
+             gr.HighlightedText(), examples=examples).launch(share=True)