Add simple form

app.py

@@ -1,4 +1,16 @@
+from sentence_transformers import SentenceTransformer, SimilarityFunction
+
 import streamlit as st
 
+st.
 x = st.slider('Select a value')
 st.write(x, 'squared is', x * x)
+
+model = SentenceTransformer(model_name, trust_remote_code=True)
+embeddings = model.encode(sentences, prompt_name="passage")
+
+similarity_fn_enum = getattr(SimilarityFunction, similarity_fn.upper())
+model.similarity_fn_name = similarity_fn_enum
+
+similarities = model.similarity(embeddings[0], embeddings[1])
+print(f"similarity: {similarities}")