TLDR Tech / Data
What Matters in Production RAG
Key requirements for production RAG include smart chunking strategies (recursive, semantic, and structure-aware), robust indexing pipelines with document registries, content hashing for efficient updates, alias-based zero-downtime index switching, careful embedding model management, and strong observability with detailed tracing, chunk attribution, and retrieval quality metrics.
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