Production RAG Checklist

Everything you need to deploy RAG systems with confidence.

Pre-Production Checklist

Data Pipeline

• Document ingestion automated

  • Scheduled updates for dynamic sources
  • Change detection for modified documents
  • Deletion handling for removed documents

• Chunking strategy validated

  • Chunk sizes tested with retrieval quality
  • Overlap tuned for context preservation
  • Document-specific splitters for code/tables

• Metadata enriched