added news_summary

news_summary.py

@@ -0,0 +1,37 @@
+import feedparser
+from collections import Counter
+import re
+
+def fetch_news(feed_url, num_articles=5):
+    feed = feedparser.parse(feed_url)
+    articles = []
+    for entry in feed.entries[:num_articles]:
+        articles.append({
+            "title": entry.title,
+            "summary": entry.summary if "summary" in entry else "",
+            "link": entry.link
+        })
+    return articles
+
+def summarize_text(text, num_sentences=2):
+    sentences = re.split(r'(?<=[.!?]) +', text)
+    if len(sentences) <= num_sentences:
+        return text
+    words = re.findall(r'\w+', text.lower())
+    freq = Counter(words)
+    ranked_sentences = sorted(
+        sentences,
+        key=lambda s: sum(freq.get(w.lower(), 0) for w in re.findall(r'\w+', s)),
+        reverse=True
+    )
+    return ' '.join(ranked_sentences[:num_sentences])
+
+if __name__ == "__main__":
+    rss_url = "http://feeds.bbci.co.uk/news/rss.xml"
+    articles = fetch_news(rss_url)
+
+    for i, article in enumerate(articles, 1):
+        print(f"Article {i}: {article['title']}")
+        print(f"The News Summary: {article['summary'][:150]}...")
+        print("Link:", article['link'])
+        print("-" * 50)