Content Aggregation
Collect articles, news, and content from multiple sources
Aggregate content from multiple webpages into normalized outputs for news aggregation, research feeds, internal dashboards, and content pipelines.
Common sources
- Blogs and news archives
- Company update pages
- Release notes/changelog pages
- Documentation announcement pages
What to extract
- Article list entries: title, URL, excerpt, publish date, author
- Full article content (main body + headings)
- Tags/categories
- Media: featured image URL, embeds (if needed)
- Canonical URL + source attribution
Implementation notes
- Two-stage approach: scrape index pages → collect article URLs → scrape article pages.
- Normalize into a single schema across sources.
- Use content hashing to detect updates without storing huge diffs.