{"type": "article", "title": "I rebuilt my Financial Mentor retrieval from scratch. Here's everything the RAG stack taught me", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/i-rebuilt-my-financial-mentor-retrieval-from-scratch-here-s-everything-the-rag", "original_source": "https://dev.to/saulolinares10/i-rebuilt-my-financial-mentor-retrieval-from-scratch-heres-everything-the-rag-stack-taught-me-56cg", "published": "2026-05-21T04:10:07+00:00", "accessed": "2026-06-13", "id": "i-rebuilt-my-financial-mentor-retrieval-from-scratch-here-s-everything-the-rag"}