---
title: rag tagged articles
canonical_url: https://phasoric.com/blog/tags/rag
markdown_url: https://phasoric.com/blog/tags/rag.md
---
# rag tagged articles

- [RAG vs. Persistent AI Memory: Why Retrieval Alone Falls Short](https://phasoric.com/blog/rag-vs-persistent-ai-memory), Retrieval-augmented generation (RAG) is a valuable way to bring documents into an AI answer. It is not, on its own, a complete system for remembering what matters over time. The distinction matters most when facts change, authorities disagree, or a d