Spaces:
Sleeping
Sleeping
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
from sentence_transformers import SentenceTransformer
|
3 |
+
import numpy as np
|
4 |
+
|
5 |
+
st.title("Sentence Similarity")
|
6 |
+
|
7 |
+
st.write("This app uses Sentence Transformer to calculate the similarity between two sentences.")
|
8 |
+
|
9 |
+
sentence1 = st.text_input("Enter the first sentence")
|
10 |
+
sentence2 = st.text_input("Enter the second sentence")
|
11 |
+
|
12 |
+
if st.button("Calculate Similarity"):
|
13 |
+
model = SentenceTransformer('sentence-transformers/all-MiniLM-L6-v2')
|
14 |
+
embeddings = model.encode([sentence1, sentence2])
|
15 |
+
similarity = np.dot(embeddings[0], embeddings[1])
|
16 |
+
st.write("The similarity between the two sentences is:", similarity)
|