import gradio as gr
from sentence_transformers import SentenceTransformer, util

#Load the model
model = SentenceTransformer('sentence-transformers/multi-qa-mpnet-base-dot-v1')

def encoder(query):
    return model.encode(query)


demo = gr.Interface(fn=encoder, inputs="text", outputs="text")
demo.launch()