The Third Database Era: SQL, NoSQL, and the Rise of Vector SearchVector databases
For decades, databases were designed around a single assumption: if we could structure the world precisely enough, we could understand it. This belief gave rise to SQL databases—rigid schemas, exact matches, and transactional certainty. They assumed reality could be cleanly categorized and that truth could be expressed as a row satisfying a condition. For a …