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From Algorithms to Production: The Evolution of Vector Databases

This story is from 2026-08-28. It is preserved in the archive; the latest stories are on the live feed.

For context, I’m James Luan, CTO at Zilliz, the company behind Milvus. I wanted to share a few thoughts on how I’ve seen vector databases evolve from early similarity-search systems into a broader layer of production AI infrastructure. Looking back on the early days before vector search became prod…

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  1. 2026-08-28 19:15 · r/AI_Agents
    From Algorithms to Production: The Evolution of Vector Databases

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