{"slug": "knowledge-refresh-for-production-rag", "title": "Knowledge Refresh for Production RAG", "summary": "A Hacker News submission titled \"Knowledge Refresh for Production RAG\" links to a Knackline report on practical controls and outcomes for production retrieval-augmented generation teams. The post, submitted by user rajkumarsamra, received 2 points and had no comments at the time of the listing.", "body_md": "| [Guidelines](newsguidelines.html) \\|[FAQ](newsfaq.html) \\|[Lists](lists) \\|[API](https://github.com/HackerNews/API) \\|[Security](security.html) \\|[Legal](https://www.ycombinator.com/legal/) \\|[Apply to YC](https://www.ycombinator.com/apply/) \\|[Contact](mailto:hn@ycombinator.com) | \n\n|  | **[Hacker News](news)**[new](newest) \\|[past](front) \\|[comments](newcomments) \\|[ask](ask) \\|[show](show) \\|[jobs](jobs) \\|[submit](submit) | [login](login?goto=item%3Fid%3D49783039) | \n\n|  |  | [Knowledge Refresh for Production RAG](item?id=49783039) | \n|  |  | 2 points by [rajkumarsamra](user?id=rajkumarsamra)[25 minutes ago](item?id=49783039) \\|[hide](hide?id=49783039&goto=item%3Fid%3D49783039) \\|[past](https://hn.algolia.com/?query=Knowledge%20Refresh%20for%20Production%20RAG&type=story&dateRange=all&sort=byDate&storyText=false&prefix&page=0) \\|[favorite](fave?id=49783039&auth=b84069e2062f2d638c335633058025a83ce3584a) \\|[discuss](item?id=49783039) | \n|  |  | https://www.knackline.com/reports/knowledge-refresh-service Practical controls and outcomes for Production RAG teams past the demo. |", "url": "https://wpnews.pro/news/knowledge-refresh-for-production-rag", "canonical_source": "https://news.ycombinator.com/item?id=49783039", "published_at": "2026-09-21 04:26:08+00:00", "updated_at": "2026-09-21 04:53:25.145491+00:00", "lang": "en", "topics": ["ai-tools", "ai-infrastructure"], "entities": ["Hacker News", "Knackline", "rajkumarsamra"], "alternates": {"html": "https://wpnews.pro/news/knowledge-refresh-for-production-rag", "markdown": "https://wpnews.pro/news/knowledge-refresh-for-production-rag.md", "text": "https://wpnews.pro/news/knowledge-refresh-for-production-rag.txt", "jsonld": "https://wpnews.pro/news/knowledge-refresh-for-production-rag.jsonld"}}