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System Architect Go
System Architect Go
Jul 9, 2024 · Databases

Using Redis as a Vector Database with Go: Index Creation, Data Insertion, and Vector Search

This article explains how to leverage Redis Stack modules such as RedisJSON, RediSearch, and RedisTimeSeries to store, index, and query high‑dimensional vectors for image‑search services, providing Go code examples for index creation, bulk insertion, memory inspection, and K‑Nearest‑Neighbour vector searches with optional filtering.

GoIndexingJSON
0 likes · 11 min read
Using Redis as a Vector Database with Go: Index Creation, Data Insertion, and Vector Search
ITPUB
ITPUB
Mar 19, 2024 · Databases

How Descartes Vector Database Crushed ANN‑Benchmarks with a 286% Performance Leap

The newly released Descartes vector database from 01.ai outperformed all competitors on six ANN‑Benchmarks datasets, achieving up to a 286% improvement over previous SOTA, thanks to innovations such as full‑navigation‑graph indexing, adaptive neighbor selection, and two‑level quantization, with open‑source code now available on GitHub.

ANN-BenchmarksDescartesQuantization
0 likes · 7 min read
How Descartes Vector Database Crushed ANN‑Benchmarks with a 286% Performance Leap