Source: http://www.poma-ai.com/docs/learn/chunking/

# Chunking

Use this section when you want the chunking material broken into focused pages instead of one long guide.

## In this section

- [Strategy landscape](/learn/chunking/strategy-landscape)
  Understand the major chunking families, from fixed-size and recursive splitters to semantic, late, and hierarchical chunking.
- [Common failure modes](/learn/chunking/common-failure-modes)
  See the recurring problems that appear even when the boundary-selection logic gets more sophisticated.
- [POMA chunksets](/learn/chunking/chunksets)
  Learn how POMA changes the retrieval unit from isolated chunks to hierarchy-preserving chunksets.
- [Strategy comparison](/learn/chunking/strategy-comparison)
  Review the full comparison table across chunker strategies, retrieval units, knobs, and tradeoffs.

## Prefer the narrative version?

- [RAG chunking guide](/guides/rag-chunking/)