When (Not) to Use Vector DB

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2025-12-16 16:31:01 -

Solid reality check from Towards Data Science Vector databases aren't always the answer for RAG—sometimes a simple key-value store outperforms them. Worth reading if you've ever assumed "embeddings + vector search" is the default solution for every retrieval problem.

Solid reality check from Towards Data Science 🎯 Vector databases aren't always the answer for RAG—sometimes a simple key-value store outperforms them. Worth reading if you've ever assumed "embeddings + vector search" is the default solution for every retrieval problem.

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When (Not) to Use Vector DB

When indexing hurts more than it helps: how we realized our RAG use case needed a key-value store, not a vector database The post When (Not) to Use Vector DB appeared first on Towards Data Science.

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