other

Chunkless RAG

Retrieval design in which an agent navigates a parsed document's section hierarchy to locate relevant text instead of embedding fixed-size chunks in advance.

Current clusters

build1 publisher

Chunkless RAG relocates the retrieval decision into the layout parser

A dev.to post argues that IBM's chunkless RAG only helps on documents whose structure a parser can actually recover, and that on scanned PDFs and one-table wikis the agent ends up walking a tree the parser invented.

Publishers:dev.to

Reality

Evidence28
Adoption: Insufficient
Hype gap+34
Incentives44
Confidence36