Solid reality check for anyone building RAG systems Before spinning up a dedicated vector database, it's worth considering whether NumPy or scikit-learn can handle your scale — many projects never outgrow these simpler tools. A good reminder that engineering decisions should match actual requirements, not anticipated ones.
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