Refactor: New model and removed multilingual support

app.py

@@ -3,10 +3,9 @@ from typing import Sequence
 import streamlit as st
 from hf_model import classifier_zero,load_model
 from utils import plot_result,examples_load
-
+import json
 
 classifier=load_model()
-
 ex_text,ex_labels=examples_load()
 
 

examples.json

@@ -1,4 +1,4 @@
 {
 "text":"The Democratic president had just signed into law the most significant infrastructure package in generations. And he had done it by bringing Democrats and Republicans together.",
-"labels":["Economy", "Politics", "Environment", "Entertainment"]
+"labels":"'Economy', 'Politics', 'Environment', 'Entertainment'"
 }

utils.py

@@ -1,6 +1,7 @@
 import streamlit as st
 import numpy as np
 import plotly.express as px
+import json
 def plot_result(top_topics, scores):
     top_topics = np.array(top_topics)
     scores = np.array(scores)
@@ -14,4 +15,9 @@ def plot_result(top_topics, scores):
                  color_continuous_scale='GnBu')
     fig.update(layout_coloraxis_showscale=False)
     fig.update_traces(texttemplate='%{text:0.1f}%', textposition='outside')
-    st.plotly_chart(fig)
+    st.plotly_chart(fig)
+
+def examples_load():
+    with open("examples.json") as f:
+        data=json.load(f)
+    return data['text'],data['labels']