summarize article

app.py

@@ -0,0 +1,43 @@
+import streamlit as st
+from dotenv import load_dotenv
+import requests
+import os
+from st_copy_to_clipboard import st_copy_to_clipboard
+import pyperclip
+
+load_dotenv()
+
+def summarize(article):
+    headers = {'Content-Type':'application/json', 'Authorization':('Bearer '+ os.getenv("API_KEY")), 'azureml-model-deployment': 'heute-summary-api' }
+    data = {'article': article}
+    try:
+        with st.spinner("Summarizing the article..."):
+            response = requests.post(os.getenv("API_URL"), headers=headers, json=data)
+            article_summary = response.json()
+            return article_summary["summary"]
+    except Exception as e:
+        print(e)
+        st.error("An error occurred while trying to summarize the article. Please try again later.", icon="🚨")
+        return ""
+
+def summary_btn_handler():
+    summary = summarize(st.session_state["article"])
+    st.session_state["summary"] = summary
+    
+if "summary" not in st.session_state:
+    st.session_state["summary"] = ""
+
+col1, col2 = st.columns([2, 1])
+
+col1.title("AI - Summarizer")
+col2.image("tensora_logo.png")
+
+st.text_area("Enter your article to summarize", height=200, key="article")
+st.button("Summarize", key="summarize_btn", on_click=summary_btn_handler, disabled=not st.session_state["article"])
+st.write(st.session_state["summary"])
+if len(st.session_state["summary"]) > 0:
+    copy_col1, copy_col2 = st.columns([2, 1])
+    if copy_col1.button("Copy to clipboard", key="copy_btn"):
+        pyperclip.copy(st.session_state["summary"])
+        with copy_col2:
+            st.success('Text copied successfully!')

requirements.txt

@@ -1 +1,3 @@
 streamlit
+python-dotenv
+pyperclip