7 Vector Database Choices That Supercharged My AI App’s Speed by 3.6x in 30 Days
Last Updated on August 29, 2025 by Editorial Team
Author(s): R. Thompson (PhD)
Originally published on Towards AI.
7 Vector Database Choices That Supercharged My AI App’s Speed by 3.6x in 30 Days
I thought I had picked the perfect tech stack for my AI app. Here’s why that was a costly mistake.
The article explores various vector database options that can significantly enhance the performance of AI applications, particularly those dealing with large datasets. It emphasizes the importance of choosing the right database to avoid potential pitfalls such as increased latency and costs. The author shares personal experiences of implementing these databases and provides a guide on selecting the best options based on specific needs. The conclusion stresses the impact of the right vector database on the overall efficiency and effectiveness of AI-driven applications.
Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI
Towards AI Academy
We Build Enterprise-Grade AI. We'll Teach You to Master It Too.
15 engineers. 100,000+ students. Towards AI Academy teaches what actually survives production.
Start free — no commitment:
→ 6-Day Agentic AI Engineering Email Guide — one practical lesson per day
→ Agents Architecture Cheatsheet — 3 years of architecture decisions in 6 pages
Our courses:
→ AI Engineering Certification — 90+ lessons from project selection to deployed product. The most comprehensive practical LLM course out there.
→ Agent Engineering Course — Hands on with production agent architectures, memory, routing, and eval frameworks — built from real enterprise engagements.
→ AI for Work — Understand, evaluate, and apply AI for complex work tasks.
Note: Article content contains the views of the contributing authors and not Towards AI.
Related posts
Recent Posts
