Key Takeaways


RAG pipeline chunking strategies determine retrieval quality more than the embedding model or vector store — most recall failures trace back to how documents were split during ingestion
Fixed-size chunking (256–512 tokens with 10–15% overlap) is the right starting point for homogeneous prose; semantic and structural strategies...