Spaces:
Sleeping
Sleeping
Valeriy Sinyukov
commited on
Commit
·
eaba143
1
Parent(s):
f390658
Add app.py with Streamlit UI
Browse files
app.py
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import streamlit as st
|
| 2 |
+
|
| 3 |
+
from src.category_classification.models import models as class_models
|
| 4 |
+
from src.common import Input
|
| 5 |
+
|
| 6 |
+
@st.cache_data
|
| 7 |
+
def load_class_model(name):
|
| 8 |
+
model = class_models.get_model(name)
|
| 9 |
+
return model
|
| 10 |
+
|
| 11 |
+
|
| 12 |
+
model_name = st.selectbox(
|
| 13 |
+
"Select model",
|
| 14 |
+
options=class_models.get_all_model_names()
|
| 15 |
+
)
|
| 16 |
+
title = st.text_area("Paper title")
|
| 17 |
+
abstract = st.text_area("Paper abstract")
|
| 18 |
+
|
| 19 |
+
if title:
|
| 20 |
+
input = Input(title=title, abstract=abstract)
|
| 21 |
+
model = load_class_model(model_name)
|
| 22 |
+
out = model(input)
|
| 23 |
+
st.json(out)
|