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Notes on applied AI — mostly the unglamorous parts that decide whether a system actually works.
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Your RAG pipeline is probably splitting tables in half
Most retrieval failures I have debugged were not embedding problems or ranking problems. They were chunking problems — and they are invisible until you read the retrieved context directly.
RAGLLMRetrieval
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