Choosing a chunking strategy should start from the types of information the document contains and the questions users will ask: use structure-aware splitting when headings are clear, recursive splitting when formatting is messy, consider semantic chunking when topic shifts are unmarked, use overlap to handle adjacent boundaries, use parent–child retrieval to recover surrounding explanations, and use late chunking to address context loss during embedding; these methods can be combined.