The latest articles on DEV Community by Aldrin Çifliku (@guy1998). https://dev.to/guy1998 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3910405%2Fefa34247-23bb-42c4-9b31-efb8587476c4.png https://dev.to/guy1998 en Aldrin Çifliku Mon, 04 May 2026 18:57:01 +0000 https://dev.to/guy1998/ultimate-rag-is-here-5da8 https://dev.to/guy1998/ultimate-rag-is-here-5da8 <p>You can find the first open source Structure Aware RAG here:<br> <a href="https://github.com/guy1998/glaucias" rel="noopener noreferrer">https://github.com/guy1998/glaucias</a></p> <p>One of the big challenges in modern RAG is the identification of anaphoric references in text. Things like "see Section 5.2" or "check below" are lost during simple semantic search. Therefore semantic search is not always extracting meaning. I managed to solve this and encapsulate it in this open source RAG platform called Glaucias. Check it out and leave me your impressions!</p> rag ai docling programming