From Rags to Riches: How to Get Content From TYPO3 Into Your AI

AI assistants are only as smart as the content they were trained with — which may or (more likely) may not include the content managed in your CMS. Retrieval-Augmented Generation (RAG) changes that by making your content available to any AI model at query time, without having to retrain or fine-tune any models.

This talk breaks down how RAG pipelines actually work: how documents get chunked and embedded into vector representations, how semantic search retrieves the right content, and how to make that knowledge available to AI assistants. We’ll then explore several different strategies to build such a pipeline for the content managed in your TYPO3 CMS.