Update app.py

app.py

@@ -1,10 +1,11 @@
-import gradio as gr
-from sentence_transformers import SentenceTransformer
 from sentence_transformers.util import cos_sim
-model = SentenceTransformer('keithhon/paraphrase-multilingual-MiniLM-L12-v2')
+import gradio as gr
+module_url = "https://tfhub.dev/google/universal-sentence-encoder/4"
+import tensorflow_hub as hub
+model = hub.load(module_url)
 
 def compute_similarity_score(name1, name2):
-    return cos_sim(model.encode(name1), model.encode(name2)).tolist()[0]
+    return cos_sim(model([name1]), model([name2])).tolist()[0]
 
 iface = gr.Interface(fn=compute_similarity_score, inputs=["text","text"], outputs="text")
 iface.launch()