54,302 blogs · 4,258,838 posts Claim your blog

Record · corpus.blog/posts/01a08781-f9fe-7105-b767-3b56825f9067

How do vector databases work?

hclimente.github.io · published 20 September 2025

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at hclimente.github.io Wayback capture

0blogs citing

First cited: —
Most recent: —
Rank this month: not ranked
Links from this post: 9
Words captured: 3,910

Cited by

No blog we hold has cited this post yet.

Links from this post

Link

Host

https://www.youtube.com/watch?v=dQw4w9WgXcQ

youtube.com

Simon Willison’s primer on embeddings Read at the source ↗

simonwillison.net

https://umap-learn.readthedocs.io/en/latest/

umap-learn.readthedocs.io

https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2

huggingface.co

https://sbert.net/docs/sentence_transformer/pretrained_models.html

sbert.net

https://qdrant.tech/

qdrant.tech

https://github.com/hclimente/hclimente.github.io/blob/main/assets/python/2025-08-16-rags/rag_system.py

github.com

Hierarchical Navigable Small Worlds (HNSW) Read at the source ↗

https://medium.com/thedeephub/understading-hnsw-hierarchical-navigable-small-world-ff1a72d98605

medium.com