Core building blocks

RAG depends on three stages: indexing, retrieval, generation. Keep these concerns separated so each stage can be tested and improved independently.

Production guardrails

• Keep chunking strategy explicit
• Retrieve a focused top-K (avoid noisy context)
• Force source citation in final answers