Python code and mathematical formulas representing vector indexing.

Building an IVF-PQ Vector Index from Scratch in Pure Python

Learn how to build an IVF-PQ vector index from scratch using pure Python, implementing k-means clustering and product quantization to achieve scalable similarity search.

September 11, 2026 · 9 min · 1813 words · martinuke0
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