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

lorbic.com · published 14 January 2026

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Host
https://clickhouse.cloud/?ref=lorbic.com
clickhouse.cloud
https://supabase.com/docs/guides/ai/vector-indexes/hnsw-indexes?ref=lorbic.com
supabase.com
Hierarchical Navigable Small Worlds (HNSW) Read at the source ↗
pinecone.io
Understanding vector search and HNSW index with pgvector Read at the source ↗
neon.com
https://clickhouse.com/docs/getting-started/example-datasets/hackernews-vector-search-dataset?ref=lorbic.com
clickhouse.com
https://clickhouse.com/docs/engines/table-engines/mergetree-family/annindexes?ref=lorbic.com
clickhouse.com
Vector Search with ClickHouse - Part 1 Read at the source ↗
clickhouse.com
https://clickhouse.com/docs/sql-reference/functions/distance-functions?ref=lorbic.com
clickhouse.com
https://platform.openai.com/docs/guides/embeddings?ref=lorbic.com
platform.openai.com
https://huggingface.co/docs/hub/en/sentence-transformers?ref=lorbic.com
huggingface.co
https://jalammar.github.io/illustrated-word2vec/?ref=lorbic.com
jalammar.github.io
https://github.com/facebookresearch/faiss/wiki?ref=lorbic.com
github.com
https://ann-benchmarks.com/index.html?ref=lorbic.com
ann-benchmarks.com