diff --git a/backend/requirements-pipeline.txt b/backend/requirements-pipeline.txt
index 3a791e4..1070ee4 100644
--- a/backend/requirements-pipeline.txt
+++ b/backend/requirements-pipeline.txt
@@ -4,7 +4,7 @@
 beautifulsoup4==4.12.3
 requests==2.31.0
 feedparser==6.0.11
-newspaper3k==0.2.8
+newspaper4k>=0.9.3
 lxml_html_clean
 
 # Database
diff --git a/backend/scraper.py b/backend/scraper.py
index a79ba9d..adeca38 100644
--- a/backend/scraper.py
+++ b/backend/scraper.py
@@ -31,7 +31,7 @@ class AINewsScraper:
             try:
                 if source_name == 'medium':
                     articles = self.scrape_medium(source_config)
-                elif source_name in ['techcrunch', 'venturebeat', 'mit_tech_review']:
+                elif 'url' in source_config:
                     articles = self.scrape_rss_feed(source_config)
                 else:
                     logger.warning(f"Unknown source: {source_name}")