RAG Retrieval Comprehensive patterns for building production RAG systems. Each category has individual rule files in loaded on-demand. Quick Reference | Category | Rules | Impact | When to Use | |----------|-------|--------|-------------| | Core RAG | 4 | CRITICAL | Basic RAG, citations, hybrid search, context management | | Embeddings | 3 | HIGH | Model selection, chunking, batch/cache optimization | | Contextual Retrieval | 3 | HIGH | Context-prepending, hybrid BM25+vector, pipeline | | HyDE | 3 | HIGH | Vocabulary mismatch, hypothetical document generation | | Agentic RAG | 4 | HIGH | Self…