Design the ingestion pipeline for a RAG system with frequent document updates.

Instruction: Explain how you would ingest, update, and retire documents for a rapidly changing knowledge base.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would ingest, update, and retire documents for a rapidly changing knowledge base.