Spark 4.2 Added Native Vector Search: Do You Still Need a Vector Database?

Apache Spark 4.2 brings vector similarity search into SQL with new primitives like NEAREST BY. Here's what it actually does, when it can replace a dedicated vector database, and when you still need one.

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