// Create a Vald clien connection for Vald cluster.
conn, err := grpc.DialContext(ctx, "addr to cluster", grpc.WithInsecure())
if err != nil {
log.Fatal(err)
}
// Creates Vald client for gRPC.
client := vald.NewValdClient(conn)
// Insert sample vector.
_, err := client.Insert(ctx, &payload.Insert_Request{
Vector: &payload.Object_Vector{
Id: "id of vector",
Vector: []float32{0.1, 0.2, 0.3}, // some feature dense vector here.
}})
if err != nil {
log.Fatal(err)
}
// WARN you may need to wait a minutes until index creation.
// Search sample vector.
res, err := client.Search(ctx, &payload.Search_Request{
Vector: vec,
// Conditions for hitting the search.
Config: &payload.Search_Config{
Num: 10, // the number of search results
Radius: -1, // Radius is used to determine the space of search candidate radius for neighborhood vectors. -1 means infinite circle.
Epsilon: 0.1, // Epsilon is used to determines how much to expand from search candidate radius.
Timeout: 100000000, // Timeout is used for search time deadline. The unit is nano-seconds.
}})
if err != nil {
log.Fatal(err)
}
// Remove vector.
_, err := client.Remove(ctx, &payload.Remove_Request{
Id: &payload.Object_ID{
Id: "id of vector",
}})
if err != nil {
log.Fatal(err)
}
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A Go gRPC client library for Vald
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vdaas/vald-client-go
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