Topic

Indexing Strategies

All digests tagged Indexing Strategies

Suggested route

Topic journey

Move from earlier context through the available material to the newest signals. This route is a reading aid, not a difficulty ranking.

Start here

Stop Chunking Like It's 2022 — Yuval Belfer, AI21 Labs Sep 16, 2026 · 18:01 Fixed chunking is a flawed assumption in RAG. The optimal chunk size is query-dependent. By implementing multiscale indexing and combining results using RRF, systems can achieve 20-40% higher recall.

AI Engineer

Stop Chunking Like It's 2022 — Yuval Belfer, AI21 Labs

Fixed chunking is a flawed assumption in RAG. The optimal chunk size is query-dependent. By implementing multiscale indexing and combining results using RRF, systems can achieve 20-40% higher recall.

Read article