Production RAG Architecture Blueprint

The hard part of RAG is not putting documents into a vector database. The hard part is data governance, retrieval quality, evaluation loops, and production observability.

Core Modules

• 文档解析与清洗
• Chunk 策略
• Embedding 与索引
• Hybrid Search
• Rerank
• Answer Generation
• Evaluation
• Observability

Trade-offs

Production systems need explicit trade-offs across accuracy, latency, cost, and explainability.