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app.py

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+import gradio as gr
+from sentence_transformers import SentenceTransformer
+from sentence_transformers.util import cos_sim
+model = SentenceTransformer('keithhon/paraphrase-multilingual-MiniLM-L12-v2')
+
+def compute_similarity_score(name1, name2):
+    return cos_sim(model.encode(name1), model.encode(name2)).tolist()[0]
+
+iface = gr.Interface(fn=compute_similarity_score, inputs=["text","text"], outputs="text")
+iface.launch()