Initially I thought we need a dedicated vector database but as we tried to build even a simple gen-ai applicaitons we realized that we need another "regular" database to build a complete application.

Instead with DataStax's Vector Search, we designed a document style API and corresponding clients that give you a Vector Native experience to do CRUD of vector and meta-data as well CRUD of other data models. Here is one client ref for example https://docs.datastax.com/en/astra/astra-db-vector/clients/p...