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Building a Vector Search Engine from Scratch with HNSW in Python

This story is from 2026-09-09. It is preserved in the archive; the latest stories are on the live feed.

Every vector database tutorial opens with pip install pinecone and skips the part where you understand why vector search works. That's fine for shipping fast, but it costs you later — when recall drops and you don't know where to look, or when a tuning parameter turns your latency from 10ms to 800m…

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  1. 2026-09-09 10:03 · DEV Community — Machine Learning
    Building a Vector Search Engine from Scratch with HNSW in Python

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