MemotivaLLM Engineer Interview Questions: Advanced RAG Techniques — Self-RAG, GraphRAG, Agentic RAG

What is parent document retrieval?

LLM Engineer Interview Questions: Advanced RAG Techniques — Self-RAG, GraphRAG, Agentic RAG

Audio flashcard · 0:18

Nortren·

What is parent document retrieval?

0:18

Parent document retrieval is a technique where you index small chunks for precise retrieval but return their larger parent passages to the LLM. This combines the precision of small-chunk matching with the context of large-chunk reading. It addresses the tradeoff that small chunks retrieve well but lack context, while large chunks have context but match less precisely.
python.langchain.com