#indexing

RAG Is a Retrieval Problem: Chunking, Indexing, and Why Engineers Get It Backwards

Most RAG failures happen before the LLM sees a single token. Chunking and indexing are not preprocessing steps — they are architectural decisions that determine what the model can possibly know. This paper maps the engineering decisions that actually matter: chunk strategy, index choice, hybrid retrieval, and the failure modes that remain invisible until production.