Upload app.py

app.py

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+import streamlit as st
+from newspaper import Article
+from dotenv import load_dotenv
+load_dotenv()
+import google.generativeai as genai
+import os
+
+# Configure Google Generative AI with API key
+genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
+
+# Function to get a response from the Gemini AI model
+def get_gemini_response(input):
+    model = genai.GenerativeModel("gemini-pro")
+    response = model.generate_content(input)
+    return response.text
+
+# Function to scrape content from the given URL using newspaper3k
+def scrape_content(url):
+    try:
+        article = Article(url, language='en')  # Specify language for better parsing
+        article.download()
+        article.parse()
+        return article.text
+    except Exception as e:
+        st.error(f"Error fetching the content from the website: {e}")
+        return None
+
+# Streamlit app configuration
+st.set_page_config(page_title="News Summarizer")
+st.markdown("<h1 style='text-align: center;'>News Summarizer</h1>", unsafe_allow_html=True)
+st.header("Summarize News Articles from News Paper")
+
+# Input field for the news URL
+url = st.text_input("Enter the URL of the news article", "")
+
+# Button to trigger summarization
+summarize_news = st.button("Summarize News")
+
+# If the button is pressed, scrape the content and generate the summary
+if summarize_news:
+    if url:
+        st.write("Fetching content from the website...")
+        content = scrape_content(url)
+        
+        if content:
+            st.write("Generating summary...")
+            input_prompt = """
+            You are an expert news summarizer. Summarize the following text from a news website:
+            Text: {text}
+            """
+            summary = get_gemini_response(input_prompt.format(text=content))
+            st.subheader("News Summary")
+            st.write(summary)
+        else:
+            st.write("Failed to retrieve content from the provided URL.")
+    else:
+        st.write("Please enter a valid URL from The Hindu.")