Update app.py

app.py

@@ -1,12 +1,21 @@
-import requests
-
-API_URL = "https://api-inference.huggingface.co/models/carloszansavio/bert-financial-sentiment-analysis"
-headers = {"Authorization": f"Bearer {API_TOKEN}"}
-
-def query(payload):
-	response = requests.post(API_URL, headers=headers, json=payload)
-	return response.json()
-	
-output = query({
-	"inputs": "I like you. I love you",
-})
+# ***** Finacial Sentiment Analysis App *****
+# Team *** AI Supremo
+# Author *** Lerato Chere
+
+import streamlit as st
+from transformers import pipeline
+
+sentiment_pipeline = pipeline("sentiment-analysis")
+
+st.title("Financial Sentiment Analysis \n Team AI Supremo ")
+st.write("Enter a Financial Statement to Analyze the Sentiment:")
+user_input = st.text_input("")
+st.write("Press the Enter key")
+
+if user_input:
+    result = sentiment_pipeline(user_input)
+    sentiment = result[0]["label"]
+    confidence = result[0]["score"]
+
+    st.write(f"Sentiment: {sentiment}")
+    st.write(f"Confidence: {confidence:.2%}")