pgvector
, a Postgres extension that enables HNSW search over dense vectors. Please refer to the
pgvector
documentation for more complete documentation.
vector
data type is used to store vectors in ParadeDB. vector
has a maximum dimension (i.e. length) of 2,000
entries.
2,000
entry limit of the vector
type, sparse vectors can be stored in ParadeDB with the sparsevec
type. This type compresses sparse vectors by storing nonzero values and their positions rather
than the entire vector, and can support up to 1,000
non-zero entries.
{index1:value1,index2:value2}/dimensions
and indices start at 1 like SQL arrays.