RAG architecture pattern library

The 7 layers

1. Ingestion — source → parsed text
2. Chunking — text → retrievable units
3. Embedding — chunks → vectors
4. Storage — vectors + metadata
5. Retrieval — query → relevant chunks
6. Generation — chunks + query → answer
7. Evaluation — measure continuously

Chunking decision tree