FC
tag

RAG

Post thumbnail
Feb 20, 2026·26 min read

Building a RAG Pipeline from Your Sitecore Content

This article details how to build a production RAG pipeline that turns Sitecore CMS content into an AI chatbot. It covers using Sitecore's Layout Service for clean content extraction, component-aware chunking, vector embeddings for semantic search, and prompt engineering to keep responses grounded with source citations. The architecture is composable and keeps Sitecore as the single source of truth.

FC

Senior Software Engineer building for the modern web.

Navigation

Connect

© 2026 Frank Costoya. All rights reserved.