Vector databases offer lightning-fast retrieval on similar objects stored in between billions of records. However, you may also be interested in searching for related objects that match a specific set of conditions, known as filtered vector search. With help from MyScale(opens new window), you can boost your filtered vector searches to a new level.
Most vector indexes or vector stores work as dedicated index services. They support a partial filtered vector search implementation of MongoDB query and projection operators (opens a new window where you can input a dictionary of conditions.