Beyond Naive RAG: Architectural Patterns for Production-Grade LLM Systems
中文摘要
基础RAG无法满足生产需求，混合检索、父文档分块和交叉编码器重排等模式可解决。
English Summary
Basic RAG fails in production; hybrid retrieval, parent-doc chunking, and re-ranking solve issues.
Original Excerpt
Why basic vector search fails in production, and how hybrid retrieval, parent-document chunking, and cross-encoder re-ranking solve the… Continue reading on Medium »