Create app.py

app.py

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+import streamlit as st
+from transformers import pipeline
+
+# Title and Introduction
+st.title("Sentiment Analysis App")
+st.write("""
+This app uses a Hugging Face model to analyze the sentiment of your text.
+Type something below and click "Analyze Sentiment" to get started!
+""")
+
+# Text Input
+user_input = st.text_area("Enter your text here:")
+
+# Perform Sentiment Analysis
+if st.button("Analyze Sentiment"):
+    if user_input.strip() == "":
+        st.warning("Please enter some text to analyze.")
+    else:
+        # Load the sentiment analysis pipeline
+        sentiment_pipeline = pipeline("sentiment-analysis")
+        result = sentiment_pipeline(user_input)
+
+        # Extract and display results
+        sentiment = result[0]['label']
+        confidence = result[0]['score']
+        st.write(f"**Sentiment:** {sentiment}")
+        st.write(f"**Confidence Score:** {confidence:.2f}")