seaweedfs/weed/pb/vector.proto

syntax = "proto3";

package vector_pb;

option go_package = "github.com/seaweedfs/seaweedfs/weed/pb/vector_pb";

import "google/protobuf/struct.proto";

// The shared contract between the Go S3 gateway and the vector query engine.
// The public S3 Vectors API stays an AWS contract; this RPC is the internal
// boundary the design doc gives both editions.
service VectorService {
  rpc CreateIndex(CreateIndexRequest) returns (CreateIndexResponse);
  rpc DropIndex(DropIndexRequest) returns (DropIndexResponse);
  rpc PutVectors(PutVectorsRequest) returns (PutVectorsResponse);
  rpc GetVectors(GetVectorsRequest) returns (GetVectorsResponse);
  rpc DeleteVectors(DeleteVectorsRequest) returns (DeleteVectorsResponse);
  rpc ListVectors(ListVectorsRequest) returns (ListVectorsResponse);
  rpc QueryVectors(QueryVectorsRequest) returns (QueryVectorsResponse);
}

enum DistanceMetric {
  DISTANCE_METRIC_UNSPECIFIED = 0;
  L2 = 1;
  COSINE = 2;
  DOT_PRODUCT = 3;
}

// Table addresses a Lance table through the namespace: the id parts as the
// namespace catalog joins them.
message Table {
  repeated string id = 1;
  // Dataset version to pin reads to; 0 means latest.
  uint64 version = 2;
}

message CreateIndexRequest {
  Table table = 1;
  uint32 dimension = 2;
  DistanceMetric distance_metric = 3;
  repeated string non_filterable_metadata_keys = 4;
}

message CreateIndexResponse {
  uint64 version = 1;
}

message DropIndexRequest {
  Table table = 1;
}

message DropIndexResponse {}

message Vector {
  string key = 1;
  repeated float data = 2;
  // JSON-typed metadata: numbers carry double precision, as on the wire.
  google.protobuf.Struct metadata = 3;
}

message PutVectorsRequest {
  Table table = 1;
  repeated Vector vectors = 2;
}

message PutVectorsResponse {
  uint64 version = 1;
}

message GetVectorsRequest {
  Table table = 1;
  repeated string keys = 2;
  bool return_data = 3;
  bool return_metadata = 4;
}

message GetVectorsResponse {
  repeated Vector vectors = 1;
}

message DeleteVectorsRequest {
  Table table = 1;
  repeated string keys = 2;
}

message DeleteVectorsResponse {
  uint64 version = 1;
}

message ListVectorsRequest {
  Table table = 1;
  uint32 max_results = 2;
  string next_token = 3;
  bool return_data = 4;
  bool return_metadata = 5;
  // A nonzero segment_count lists only the rows whose position modulo
  // segment_count is segment_index; next_token stays a row position.
  uint32 segment_count = 6;
  uint32 segment_index = 7;
}

message ListVectorsResponse {
  repeated Vector vectors = 1;
  string next_token = 2;
  // Set when segment_count was applied; an older engine ignores it.
  bool segmented = 3;
}

message QueryVectorsRequest {
  Table table = 1;
  repeated float query_vector = 2;
  uint32 top_k = 3;
  // Lance SQL filter; empty means unfiltered. Metadata is one JSON
  // `metadata` column, so the gateway translates S3 Vectors filter
  // expressions onto it before they land here.
  string filter = 4;
  // Lance's post-filter escape hatch; off prefilters, matching S3 Vectors.
  bool postfilter = 5;
  bool return_metadata = 6;
  bool return_distance = 7;
  bool return_data = 8;
}

message QueryResult {
  string key = 1;
  float distance = 2;
  google.protobuf.Struct metadata = 3;
  repeated float data = 4;
}

message QueryVectorsResponse {
  repeated QueryResult vectors = 1;
}