Search Algorithms

Vector Database with Rails using pgvector

August 13, 2023
Ruby on Rails, Vector Database, Machine Learning, Search Algorithms, pgvector, postgres

Imagine a system that not only stores data but grasps its very essence. A system that can swiftly navigate through myriad data points to pinpoint the most relevant. That’s the power of vector databases. They’re tailor-made for QA systems, acting as memory boosters for large language models. Their ability to seamlessly link questions to exact answers showcases their pivotal role in modern AI. I’m going to show you how you can setup your very own vector database using Ruby on Rails so you can ask your data questions! ...