#rag
Rag: 24 AI articles covering rag news, analysis, and research
Articles
Building Document Structure with Loop Engineering: Recovering a⭐9
How to rebuild a PDF's missing table of contents from body typography for RAG systems, using loop engineering on heading styles to recover document structure.
Prompt, Context, Loop: The Three Engineering Layers Every RAG⭐10
Explore the three engineering layers of RAG systems: prompt, context, and loop. Learn how each layer works and why their evolution isn't a simple sequence.
How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook⭐9
I reproduced BM25, dense retrieval & SPLADE on a 16GB MacBook, matching RAG baselines; includes crash fixes & score interpretation.
Most RAG Hallucinations Are Extraction Errors: Seven Patterns⭐9
RAG failures are often extraction mistakes, not true hallucinations. Use typed generation contracts with seven patterns to enforce correct answer shapes and red...