You Probably Don’t Need a Vector Database for Your RAG...

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2026-01-20 13:31:01 -

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.

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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You Probably Don’t Need a Vector Database for Your RAG — Yet

Numpy or SciKit-Learn might meet all your retrieval needs The post You Probably Don’t Need a Vector Database for Your RAG — Yet appeared first on Towards Data Science.

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