RAG Is Not Machine Learning, and the ML Toolkit Solves the Wrong Problem
Towards Data Science6346 字 (约 26 分钟)
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RAG is not machine learning, and the ML toolkit solves the wrong problem. The article argues that despite its resemblance to ML, RAG is fundamentally a search system, not a model, making hyperparameter tuning and embedding fine-tuning ineffective and misleading.
入选理由：RAG 解决的是确定性答案查找问题，而非预测未知结果，因此不能用 ML 方法优化。
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