AI Engineering & Search
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Aug 27, 2026
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13 min read
RAG 2.0: Architecting Production Retrieval with Hybrid Vector & Knowledge Graphs
An advanced engineering deep-dive into RAG 2.0: replacing naive semantic search with hybrid BM25 + dense embeddings, rerankers, and entity-linked knowledge graphs.
Stephan T. & Webcross Data Architecture Team