How to Teach a Machine: A Beginner’s Guide to Machine Learning
Introduction
Machine Learning (ML) might sound like a futuristic buzzword, but at its heart, it’s simply a way for computers to learn from examples—m…...
Top 10 Security Issues for Vector Databases and AI Systems
Rank Issue Description Example Potential Impact Reference 1 Adversarial Attacks on AI Models Manipulated inputs designed to fool AI models, causing misclassi…...
Evolving Database Security: From SQL Injection to Vector Database Vulnerabilities
In the ever-evolving landscape of data storage, a new player has entered the game: vector databases. As we bid farewell to traditional SQL injections…...
Understanding Vector Search: A Comprehensive Guide
In the world of information retrieval and recommendation systems, vector search has emerged as a powerful technique. But what exactly is vector searc…...
Building Faster and Efficient Vector Databases with HNSW: A Deep Dive
Note on Tools and Assumptions Before diving into the main content, it's important to clarify the tools and assumptions used in this article: Embedd…...
Understanding Vector Embeddings: A Beginner's Guide
In the world of artificial intelligence and natural language processing, vector embeddings play a crucial role. But what exactly are they, and why ar…...