Vector databases allow you to store a collection of vectors, for example embeddings of documents. And then to send queries to the database, e.g you have a vector and you want to see which vectors in the database are similar to it.
Semantic search
Semantic search is a type of search that searches using the meaning of a sentence, as opposed lexical search which looks at the appearance of words.