import streamlit as st import requests st.set_page_config(page_title="🧠 Sentiment Analysis", layout="centered") st.title("🧠 Sentiment Analysis via FastAPI") st.write("Enter some text below and get sentiment prediction using a remote FastAPI service.") API_URL = "https://fastapi-sentiment-analysis.onrender.com/analyze" user_input = st.text_area("Enter your text here", height=150) if st.button("Analyze"): if user_input.strip() == "": st.warning("Please enter some text.") else: with st.spinner("Analyzing..."): response = requests.post(API_URL, json={"text": user_input}) if response.status_code == 200: result = response.json() analysis = result.get("analysis", {}) label = analysis.get("label", "Unknown") score = analysis.get("score", 0.0) st.success(f"**Sentiment:** {label} (Confidence: {score:.2%})") else: st.error(f"Failed to get a valid response from the API. Status code: {response.status_code}") if st.button("Clear"): st.experimental_rerun()