Our Blog

Insights, tutorials, and updates about AI tools and technology

Beyond Keywords: Unlocking Meaning with Vector Search
Articles
Dec 09, 2025
4 min read

Beyond Keywords: Unlocking Meaning with Vector Search

This article explains how vector search moves beyond keyword matching by comparing meaning in high-dimensional space. It covers how embeddings work, how similarity search is performed, the models used to generate vectors, and the challenges of scaling vector search. It also highlights vector databases, ANN techniques, and how Timescale extends PostgreSQL for efficient vector search in modern AI systems.

K
kusay warde
Read More →