DuckDB adds native vector search and Quack protocol for fast ANN queries
Peter Doherty’s blog details DuckDB’s new VSS extension, which brings native vector similarity search with cosine similarity and HNSW indexing using simple SQL commands. He also introduces the Quack protocol, a lightweight tool for managing embeddings, and demonstrates how the two combine for efficient, on‑device ANN workloads.