# Finacial Sentiment Analysis Using Huggingface App
# Team Name :- Free Thinkers
# Authors:- Lalit Chaudhary and Khushter Kaifi
# Update On- 2 Jan 2024

import streamlit as st
from transformers import pipeline

sentiment_pipeline = pipeline("sentiment-analysis")

st.title("Financial Sentiment Analysis Using HuggingFace \n Team Name:- Free Thinkers")
st.write("Enter a Sentence 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%}")