Vector Databases: A Complete Guide (Concepts, Use Cases, Advantages, and Limitations)

1. Introduction As AI systems evolved—especially with the rise of machine learning, deep learning, and LLMs (Large Language Models)—traditional databases started showing their limits. Searching exact matches in rows and columns is great, but modern a...