Collections

A collection is an group of vector records. Records can be added to or updated in a collection. Collections can be queried at any time, but should be indexed for scalable query performance.

Each vector record has the form:

Record (
    id: String
    vec: Numeric[]
    metadata: JSON
)

For example:

("vec1", [0.1, 0.2, 0.3], {"year": 1990})

Underneath every vecs collection is a Postgres table

create table <collection_name> (
    id string primary key,
    vec vector(<dimension>),
    metadata jsonb
)

where rows in the table map 1:1 with vecs vector records.

It is safe to select collection tables from outside the vecs client but issuing DDL is not recommended.