app.py

import streamlit as st
from sentence_transformers import SentenceTransformer
sentences = st.text_area('Enter some text')

model = SentenceTransformer('sentence-transformers/all-MiniLM-L12-v1')
embeddings = model.encode(sentences)
print(embeddings)