Parent-Document Retrieval — AI Glossary

Parent-document retrieval is a chunking-and-retrieval pattern that separates the unit used for matching from the unit used for generation. Documents are split into small child chunks (a sentence or short paragraph) and indexed for high-precision vector matching, while the full parent document or parent section is kept accessible by id.