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AI Engineering

RAG FAISS Strands LLM context engineering vector search AI agents

November 9, 2025⋅5 min read

Context Engineering with FAISS and Strands: Beyond the RAG Hype

How Jeff Huber's five retrieval principles map to building production code search with FAISS vector search and Strands agent framework. Learn to implement named primitives, first-stage retrieval, re-ranking, and golden datasets for production RAG systems.

Dan

AI Engineering1

Context Engineering with FAISS and Strands: Beyond the RAG Hype

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