Coming From Vector Databases

If you’re coming from vector databases, you already understand the power of embeddings and similarity search. But as systems grow, teams often run into the limitations of vector databases—similarity alone doesn’t explain how results were produced. This article explores a more complete approach that connects vectors to full decision context.