web app

text_classifier.py

@@ -0,0 +1,32 @@
+import requests
+import json
+import streamlit as st
+
+
+
+def get_prediction(data={"sentence":"Hello"}):
+  #copy paste your aiservice link here
+  url = 'https://askai.aiclub.world/8bf323d4-5fbc-49b4-9473-3ab341888363'
+  r = requests.post(url, data=json.dumps(data))
+  response = getattr(r,'_content').decode("utf-8")
+  return response
+
+#creating the web app
+#setting the title
+st.title("Mood Classifier")#change the title as your web app
+
+#setting up the sub title
+st.subheader("Check Your Mood")#change the subheader as your web app
+
+#text input
+text = st.text_input("Explain what you feel...")
+
+#settin the data
+input_data = {"sentence":text}
+#getting the respoense
+prediction = get_prediction(input_data)
+mood = json.loads(json.loads(prediction)['body'])['predicted_label']
+
+#subheading
+if text:
+  st.subheader("Your Mood is : {}".format(mood))