Update app.py

app.py

@@ -1,3 +1,12 @@
+from sentence_transformers import SentenceTransformer
 import gradio as gr
 
-gr.load("models/sentence-transformers/multi-qa-mpnet-base-cos-v1").launch()
+model = SentenceTransformer('sentence-transformers/multi-qa-mpnet-base-cos-v1')
+
+
+def generate_embedding(query): 
+    return model.encode(query)
+
+demo = gr.Interface(fn=generate_embedding, inputs="text", outputs="text")
+
+demo.launch( show_api=True)