Thanks for stopping by to let us know something could be better!
Is your feature request related to a problem? Please describe.
Cloud Spanner has introduced Vector Search capabilities; which EF 9.0 now has native support for with the IsVector extension methods.
See: https://learn.microsoft.com/en-us/ef/core/what-is-new/ef-core-9.0/whatsnew#vector-similarity-search-preview
Describe the solution you'd like
Be able to define a column as a Vector type using EF and the DDL created for Cloud Spanner marks up the ARRAY type as a Vector index.
protected override void OnModelCreating(ModelBuilder modelBuilder)
{
modelBuilder.Entity<Blog>()
.Property(b => b.Embeddings)
.IsVector(DistanceFunction.Cosine, dimensions: 1536);
}
When using the Where predicate, if the operator is a Vector Search, the translated SQL statements generated are vector searches:
var blogs = await context.Blogs
.OrderBy(s => EF.Functions.VectorDistance(s.Vector, vector))
.Take(5)
.ToListAsync();
Thanks for stopping by to let us know something could be better!
Is your feature request related to a problem? Please describe.
Cloud Spanner has introduced Vector Search capabilities; which EF 9.0 now has native support for with the
IsVectorextension methods.See: https://learn.microsoft.com/en-us/ef/core/what-is-new/ef-core-9.0/whatsnew#vector-similarity-search-preview
Describe the solution you'd like
Be able to define a column as a
Vectortype using EF and the DDL created for Cloud Spanner marks up the ARRAY type as a Vector index.When using the
Wherepredicate, if the operator is a Vector Search, the translated SQL statements generated are vector searches: