#chunking

2 articles

01 ·RAG & Retrieval·★ MEMBER·PAPER·7 min read Paper Explained: D-RAC — Normalize Everything to PDF, Read the Pages Once, Then Chunk by ID D-RAC ingests PDFs, Word files and slides for RAG by rendering everything to PDF, converting the pages to Markdown with one multimodal LLM pass, and then letting an LLM plan chunks using only element IDs. Explained from scratch. 02 ·RAG & Retrieval·FREE·10 min read Chunking Strategies — How You Split Decides What You Can Find Most of a RAG system's quality is decided by how you split documents. The arithmetic of fixed-size chunks and overlap, structural and semantic splitting, parent-child chunks, and the two things that break every splitter: tables and equations.