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Lorbic · Jan 14, 2026

Can ClickHouse Replace Vector Databases? HNSW, Benchmarks & SQL Setup

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Everyone’s building AI apps now. And every AI app needs a place to stash embeddings. The instant your data grows beyond “fits in memory”, you need a vector database. Or do you? If you’re already running ClickHouse for analytics, here’s some good news: you might not need another database. ClickHouse can hold its own as a vector store. Not because it was built for it,…

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