mirror of
https://gitee.com/milvus-io/milvus.git
synced 2026-01-07 19:31:51 +08:00
1100d8f7e2
https://github.com/milvus-io/milvus/issues/42589 <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Semantic Highlighting Feature **Core Invariant**: Semantic highlighting operates on a per-field basis with independent text processing through an external Zilliz highlight provider. The implementation maintains field ID to field name mapping and correlates highlight results back to original field outputs. **What is Added**: This PR introduces semantic highlighting capability for search results alongside the existing lexical highlighting. The feature consists of: - New `SemanticHighlight` orchestrator that validates queries/input fields against collection schema, instantiates a Zilliz-based provider, and batches text processing across multiple queries - New `SemanticHighlighter` proxy wrapper implementing the `Highlighter` interface for search pipeline integration - New `semanticHighlightOperator` that processes search results by delegating per-field text processing to the provider and attaching correlated `HighlightResult` data to search outputs - New gRPC service definition (`HighlightService`) and `ZillizClient.Highlight()` method for external provider communication **No Data Loss or Regression**: The change is purely additive without modifying existing logic: - Lexical highlighting path remains unchanged (separate switch case in `createHighlightTask`) - New `HighlightResults` field is only populated when semantic highlighting is explicitly requested via `HighlightType_Semantic` enum value - Gracefully handles missing fields by returning explicit errors rather than silent failures - Pipeline operator integration follows existing patterns and only processes when semantic highlighter is instantiated **Why This Design**: Semantic highlighting is routed through the same pipeline operator pattern as lexical highlighting, ensuring consistent integration into search workflows. The per-field model allows flexible highlighting across different text columns and batch processing ensures efficient handling of multiple queries with configurable provider constraints. <!-- end of auto-generated comment: release notes by coderabbit.ai --> Signed-off-by: junjie.jiang <junjie.jiang@zilliz.com>
1217 lines
46 KiB
Go
1217 lines
46 KiB
Go
// Code generated by protoc-gen-go. DO NOT EDIT.
|
|
// versions:
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// protoc-gen-go v1.33.0
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// protoc v3.21.4
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// source: model_service.proto
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package modelservicepb
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import (
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protoreflect "google.golang.org/protobuf/reflect/protoreflect"
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|
protoimpl "google.golang.org/protobuf/runtime/protoimpl"
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reflect "reflect"
|
|
sync "sync"
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|
)
|
|
|
|
const (
|
|
// Verify that this generated code is sufficiently up-to-date.
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_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
|
|
// Verify that runtime/protoimpl is sufficiently up-to-date.
|
|
_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
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|
)
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|
|
type DenseVector_DType int32
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|
|
|
const (
|
|
DenseVector_DTYPE_UNSPECIFIED DenseVector_DType = 0
|
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DenseVector_DTYPE_FLOAT DenseVector_DType = 1
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DenseVector_DTYPE_INT8 DenseVector_DType = 2
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|
)
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|
|
|
// Enum value maps for DenseVector_DType.
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var (
|
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DenseVector_DType_name = map[int32]string{
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0: "DTYPE_UNSPECIFIED",
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1: "DTYPE_FLOAT",
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2: "DTYPE_INT8",
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|
}
|
|
DenseVector_DType_value = map[string]int32{
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|
"DTYPE_UNSPECIFIED": 0,
|
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"DTYPE_FLOAT": 1,
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"DTYPE_INT8": 2,
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}
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)
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|
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func (x DenseVector_DType) Enum() *DenseVector_DType {
|
|
p := new(DenseVector_DType)
|
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*p = x
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return p
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}
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|
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func (x DenseVector_DType) String() string {
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return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
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|
}
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|
|
func (DenseVector_DType) Descriptor() protoreflect.EnumDescriptor {
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return file_model_service_proto_enumTypes[0].Descriptor()
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}
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func (DenseVector_DType) Type() protoreflect.EnumType {
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return &file_model_service_proto_enumTypes[0]
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}
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func (x DenseVector_DType) Number() protoreflect.EnumNumber {
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return protoreflect.EnumNumber(x)
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}
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// Deprecated: Use DenseVector_DType.Descriptor instead.
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func (DenseVector_DType) EnumDescriptor() ([]byte, []int) {
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return file_model_service_proto_rawDescGZIP(), []int{1, 0}
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}
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type Status struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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unknownFields protoimpl.UnknownFields
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Code int32 `protobuf:"varint,1,opt,name=code,proto3" json:"code,omitempty"`
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Msg string `protobuf:"bytes,2,opt,name=msg,proto3" json:"msg,omitempty"`
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}
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func (x *Status) Reset() {
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*x = Status{}
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if protoimpl.UnsafeEnabled {
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mi := &file_model_service_proto_msgTypes[0]
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
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ms.StoreMessageInfo(mi)
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}
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}
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func (x *Status) String() string {
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return protoimpl.X.MessageStringOf(x)
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}
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func (*Status) ProtoMessage() {}
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func (x *Status) ProtoReflect() protoreflect.Message {
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mi := &file_model_service_proto_msgTypes[0]
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if protoimpl.UnsafeEnabled && x != nil {
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
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|
}
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return ms
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}
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return mi.MessageOf(x)
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}
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// Deprecated: Use Status.ProtoReflect.Descriptor instead.
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func (*Status) Descriptor() ([]byte, []int) {
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return file_model_service_proto_rawDescGZIP(), []int{0}
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}
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|
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func (x *Status) GetCode() int32 {
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|
if x != nil {
|
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return x.Code
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}
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return 0
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}
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|
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func (x *Status) GetMsg() string {
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|
if x != nil {
|
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return x.Msg
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}
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return ""
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}
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type DenseVector struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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unknownFields protoimpl.UnknownFields
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Dtype DenseVector_DType `protobuf:"varint,1,opt,name=dtype,proto3,enum=milvus.proto.modelservice.DenseVector_DType" json:"dtype,omitempty"`
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Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty"`
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Dim int32 `protobuf:"varint,3,opt,name=dim,proto3" json:"dim,omitempty"` // Optional
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}
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func (x *DenseVector) Reset() {
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*x = DenseVector{}
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if protoimpl.UnsafeEnabled {
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mi := &file_model_service_proto_msgTypes[1]
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
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ms.StoreMessageInfo(mi)
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}
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}
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|
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func (x *DenseVector) String() string {
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return protoimpl.X.MessageStringOf(x)
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}
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func (*DenseVector) ProtoMessage() {}
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func (x *DenseVector) ProtoReflect() protoreflect.Message {
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mi := &file_model_service_proto_msgTypes[1]
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if protoimpl.UnsafeEnabled && x != nil {
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
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if ms.LoadMessageInfo() == nil {
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|
ms.StoreMessageInfo(mi)
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|
}
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return ms
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}
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return mi.MessageOf(x)
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}
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// Deprecated: Use DenseVector.ProtoReflect.Descriptor instead.
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func (*DenseVector) Descriptor() ([]byte, []int) {
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return file_model_service_proto_rawDescGZIP(), []int{1}
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}
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func (x *DenseVector) GetDtype() DenseVector_DType {
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if x != nil {
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return x.Dtype
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}
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return DenseVector_DTYPE_UNSPECIFIED
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}
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func (x *DenseVector) GetData() []byte {
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if x != nil {
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return x.Data
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}
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return nil
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}
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func (x *DenseVector) GetDim() int32 {
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|
if x != nil {
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return x.Dim
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}
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return 0
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}
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type SparseVector struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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unknownFields protoimpl.UnknownFields
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Indices []int32 `protobuf:"varint,1,rep,packed,name=indices,proto3" json:"indices,omitempty"`
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Values []float32 `protobuf:"fixed32,2,rep,packed,name=values,proto3" json:"values,omitempty"`
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}
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func (x *SparseVector) Reset() {
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*x = SparseVector{}
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if protoimpl.UnsafeEnabled {
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mi := &file_model_service_proto_msgTypes[2]
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ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
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ms.StoreMessageInfo(mi)
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}
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}
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func (x *SparseVector) String() string {
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return protoimpl.X.MessageStringOf(x)
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}
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func (*SparseVector) ProtoMessage() {}
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func (x *SparseVector) ProtoReflect() protoreflect.Message {
|
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mi := &file_model_service_proto_msgTypes[2]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
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if ms.LoadMessageInfo() == nil {
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ms.StoreMessageInfo(mi)
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}
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return ms
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}
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return mi.MessageOf(x)
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}
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// Deprecated: Use SparseVector.ProtoReflect.Descriptor instead.
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func (*SparseVector) Descriptor() ([]byte, []int) {
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return file_model_service_proto_rawDescGZIP(), []int{2}
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}
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func (x *SparseVector) GetIndices() []int32 {
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|
if x != nil {
|
|
return x.Indices
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|
}
|
|
return nil
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|
}
|
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func (x *SparseVector) GetValues() []float32 {
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if x != nil {
|
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return x.Values
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}
|
|
return nil
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}
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type MultiVector struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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unknownFields protoimpl.UnknownFields
|
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|
TokenVectors []*DenseVector `protobuf:"bytes,1,rep,name=token_vectors,json=tokenVectors,proto3" json:"token_vectors,omitempty"`
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Dim int32 `protobuf:"varint,2,opt,name=dim,proto3" json:"dim,omitempty"` // Optional
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|
}
|
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|
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func (x *MultiVector) Reset() {
|
|
*x = MultiVector{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[3]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *MultiVector) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*MultiVector) ProtoMessage() {}
|
|
|
|
func (x *MultiVector) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[3]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use MultiVector.ProtoReflect.Descriptor instead.
|
|
func (*MultiVector) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{3}
|
|
}
|
|
|
|
func (x *MultiVector) GetTokenVectors() []*DenseVector {
|
|
if x != nil {
|
|
return x.TokenVectors
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *MultiVector) GetDim() int32 {
|
|
if x != nil {
|
|
return x.Dim
|
|
}
|
|
return 0
|
|
}
|
|
|
|
type TextEmbeddingRequest struct {
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|
state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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unknownFields protoimpl.UnknownFields
|
|
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|
Model string `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
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|
Texts []string `protobuf:"bytes,2,rep,name=texts,proto3" json:"texts,omitempty"`
|
|
Params map[string]string `protobuf:"bytes,3,rep,name=params,proto3" json:"params,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
|
|
}
|
|
|
|
func (x *TextEmbeddingRequest) Reset() {
|
|
*x = TextEmbeddingRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[4]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *TextEmbeddingRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*TextEmbeddingRequest) ProtoMessage() {}
|
|
|
|
func (x *TextEmbeddingRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[4]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use TextEmbeddingRequest.ProtoReflect.Descriptor instead.
|
|
func (*TextEmbeddingRequest) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{4}
|
|
}
|
|
|
|
func (x *TextEmbeddingRequest) GetModel() string {
|
|
if x != nil {
|
|
return x.Model
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *TextEmbeddingRequest) GetTexts() []string {
|
|
if x != nil {
|
|
return x.Texts
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TextEmbeddingRequest) GetParams() map[string]string {
|
|
if x != nil {
|
|
return x.Params
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type EmbeddingResult struct {
|
|
state protoimpl.MessageState
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|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Dense *DenseVector `protobuf:"bytes,1,opt,name=dense,proto3" json:"dense,omitempty"`
|
|
Sparse *SparseVector `protobuf:"bytes,2,opt,name=sparse,proto3" json:"sparse,omitempty"`
|
|
MultiVector *MultiVector `protobuf:"bytes,3,opt,name=multi_vector,json=multiVector,proto3" json:"multi_vector,omitempty"`
|
|
}
|
|
|
|
func (x *EmbeddingResult) Reset() {
|
|
*x = EmbeddingResult{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[5]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *EmbeddingResult) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*EmbeddingResult) ProtoMessage() {}
|
|
|
|
func (x *EmbeddingResult) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[5]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use EmbeddingResult.ProtoReflect.Descriptor instead.
|
|
func (*EmbeddingResult) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{5}
|
|
}
|
|
|
|
func (x *EmbeddingResult) GetDense() *DenseVector {
|
|
if x != nil {
|
|
return x.Dense
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *EmbeddingResult) GetSparse() *SparseVector {
|
|
if x != nil {
|
|
return x.Sparse
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *EmbeddingResult) GetMultiVector() *MultiVector {
|
|
if x != nil {
|
|
return x.MultiVector
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type TextEmbeddingResponse struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Status *Status `protobuf:"bytes,1,opt,name=status,proto3" json:"status,omitempty"`
|
|
ExtraInfo map[string]string `protobuf:"bytes,2,rep,name=extra_info,json=extraInfo,proto3" json:"extra_info,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
|
|
Results []*EmbeddingResult `protobuf:"bytes,3,rep,name=results,proto3" json:"results,omitempty"`
|
|
}
|
|
|
|
func (x *TextEmbeddingResponse) Reset() {
|
|
*x = TextEmbeddingResponse{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[6]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *TextEmbeddingResponse) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*TextEmbeddingResponse) ProtoMessage() {}
|
|
|
|
func (x *TextEmbeddingResponse) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[6]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use TextEmbeddingResponse.ProtoReflect.Descriptor instead.
|
|
func (*TextEmbeddingResponse) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{6}
|
|
}
|
|
|
|
func (x *TextEmbeddingResponse) GetStatus() *Status {
|
|
if x != nil {
|
|
return x.Status
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TextEmbeddingResponse) GetExtraInfo() map[string]string {
|
|
if x != nil {
|
|
return x.ExtraInfo
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TextEmbeddingResponse) GetResults() []*EmbeddingResult {
|
|
if x != nil {
|
|
return x.Results
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type TextRerankRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Model string `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
|
|
Query string `protobuf:"bytes,2,opt,name=query,proto3" json:"query,omitempty"`
|
|
Documents []string `protobuf:"bytes,3,rep,name=documents,proto3" json:"documents,omitempty"`
|
|
Params map[string]string `protobuf:"bytes,4,rep,name=params,proto3" json:"params,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
|
|
}
|
|
|
|
func (x *TextRerankRequest) Reset() {
|
|
*x = TextRerankRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[7]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *TextRerankRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*TextRerankRequest) ProtoMessage() {}
|
|
|
|
func (x *TextRerankRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[7]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use TextRerankRequest.ProtoReflect.Descriptor instead.
|
|
func (*TextRerankRequest) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{7}
|
|
}
|
|
|
|
func (x *TextRerankRequest) GetModel() string {
|
|
if x != nil {
|
|
return x.Model
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *TextRerankRequest) GetQuery() string {
|
|
if x != nil {
|
|
return x.Query
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *TextRerankRequest) GetDocuments() []string {
|
|
if x != nil {
|
|
return x.Documents
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TextRerankRequest) GetParams() map[string]string {
|
|
if x != nil {
|
|
return x.Params
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type TextRerankResponse struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Status *Status `protobuf:"bytes,1,opt,name=status,proto3" json:"status,omitempty"`
|
|
ExtraInfo map[string]string `protobuf:"bytes,2,rep,name=extra_info,json=extraInfo,proto3" json:"extra_info,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
|
|
Scores []float32 `protobuf:"fixed32,3,rep,packed,name=scores,proto3" json:"scores,omitempty"`
|
|
}
|
|
|
|
func (x *TextRerankResponse) Reset() {
|
|
*x = TextRerankResponse{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[8]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *TextRerankResponse) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*TextRerankResponse) ProtoMessage() {}
|
|
|
|
func (x *TextRerankResponse) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[8]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use TextRerankResponse.ProtoReflect.Descriptor instead.
|
|
func (*TextRerankResponse) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{8}
|
|
}
|
|
|
|
func (x *TextRerankResponse) GetStatus() *Status {
|
|
if x != nil {
|
|
return x.Status
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TextRerankResponse) GetExtraInfo() map[string]string {
|
|
if x != nil {
|
|
return x.ExtraInfo
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *TextRerankResponse) GetScores() []float32 {
|
|
if x != nil {
|
|
return x.Scores
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type HighlightRequest struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Model string `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
|
|
Query string `protobuf:"bytes,2,opt,name=query,proto3" json:"query,omitempty"`
|
|
Documents []string `protobuf:"bytes,3,rep,name=documents,proto3" json:"documents,omitempty"`
|
|
Params map[string]string `protobuf:"bytes,4,rep,name=params,proto3" json:"params,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
|
|
}
|
|
|
|
func (x *HighlightRequest) Reset() {
|
|
*x = HighlightRequest{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[9]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *HighlightRequest) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*HighlightRequest) ProtoMessage() {}
|
|
|
|
func (x *HighlightRequest) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[9]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use HighlightRequest.ProtoReflect.Descriptor instead.
|
|
func (*HighlightRequest) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{9}
|
|
}
|
|
|
|
func (x *HighlightRequest) GetModel() string {
|
|
if x != nil {
|
|
return x.Model
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *HighlightRequest) GetQuery() string {
|
|
if x != nil {
|
|
return x.Query
|
|
}
|
|
return ""
|
|
}
|
|
|
|
func (x *HighlightRequest) GetDocuments() []string {
|
|
if x != nil {
|
|
return x.Documents
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *HighlightRequest) GetParams() map[string]string {
|
|
if x != nil {
|
|
return x.Params
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type HighlightResult struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Sentences []string `protobuf:"bytes,1,rep,name=sentences,proto3" json:"sentences,omitempty"`
|
|
}
|
|
|
|
func (x *HighlightResult) Reset() {
|
|
*x = HighlightResult{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[10]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *HighlightResult) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*HighlightResult) ProtoMessage() {}
|
|
|
|
func (x *HighlightResult) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[10]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use HighlightResult.ProtoReflect.Descriptor instead.
|
|
func (*HighlightResult) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{10}
|
|
}
|
|
|
|
func (x *HighlightResult) GetSentences() []string {
|
|
if x != nil {
|
|
return x.Sentences
|
|
}
|
|
return nil
|
|
}
|
|
|
|
type HighlightResponse struct {
|
|
state protoimpl.MessageState
|
|
sizeCache protoimpl.SizeCache
|
|
unknownFields protoimpl.UnknownFields
|
|
|
|
Status *Status `protobuf:"bytes,1,opt,name=status,proto3" json:"status,omitempty"`
|
|
ExtraInfo map[string]string `protobuf:"bytes,2,rep,name=extra_info,json=extraInfo,proto3" json:"extra_info,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
|
|
Results []*HighlightResult `protobuf:"bytes,3,rep,name=results,proto3" json:"results,omitempty"`
|
|
}
|
|
|
|
func (x *HighlightResponse) Reset() {
|
|
*x = HighlightResponse{}
|
|
if protoimpl.UnsafeEnabled {
|
|
mi := &file_model_service_proto_msgTypes[11]
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
}
|
|
|
|
func (x *HighlightResponse) String() string {
|
|
return protoimpl.X.MessageStringOf(x)
|
|
}
|
|
|
|
func (*HighlightResponse) ProtoMessage() {}
|
|
|
|
func (x *HighlightResponse) ProtoReflect() protoreflect.Message {
|
|
mi := &file_model_service_proto_msgTypes[11]
|
|
if protoimpl.UnsafeEnabled && x != nil {
|
|
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
|
|
if ms.LoadMessageInfo() == nil {
|
|
ms.StoreMessageInfo(mi)
|
|
}
|
|
return ms
|
|
}
|
|
return mi.MessageOf(x)
|
|
}
|
|
|
|
// Deprecated: Use HighlightResponse.ProtoReflect.Descriptor instead.
|
|
func (*HighlightResponse) Descriptor() ([]byte, []int) {
|
|
return file_model_service_proto_rawDescGZIP(), []int{11}
|
|
}
|
|
|
|
func (x *HighlightResponse) GetStatus() *Status {
|
|
if x != nil {
|
|
return x.Status
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *HighlightResponse) GetExtraInfo() map[string]string {
|
|
if x != nil {
|
|
return x.ExtraInfo
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (x *HighlightResponse) GetResults() []*HighlightResult {
|
|
if x != nil {
|
|
return x.Results
|
|
}
|
|
return nil
|
|
}
|
|
|
|
var File_model_service_proto protoreflect.FileDescriptor
|
|
|
|
var file_model_service_proto_rawDesc = []byte{
|
|
0x0a, 0x13, 0x6d, 0x6f, 0x64, 0x65, 0x6c, 0x5f, 0x73, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x2e,
|
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|
|
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|
|
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|
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0x65, 0x2e, 0x48, 0x69, 0x67, 0x68, 0x6c, 0x69, 0x67, 0x68, 0x74, 0x52, 0x65, 0x73, 0x70, 0x6f,
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0x6e, 0x73, 0x65, 0x42, 0x39, 0x5a, 0x37, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f,
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0x6d, 0x2f, 0x6d, 0x69, 0x6c, 0x76, 0x75, 0x73, 0x2d, 0x69, 0x6f, 0x2f, 0x6d, 0x69, 0x6c, 0x76,
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0x75, 0x73, 0x2f, 0x70, 0x6b, 0x67, 0x2f, 0x76, 0x32, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x2f,
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0x6d, 0x6f, 0x64, 0x65, 0x6c, 0x73, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x70, 0x62, 0x62, 0x06,
|
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0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
|
|
}
|
|
|
|
var (
|
|
file_model_service_proto_rawDescOnce sync.Once
|
|
file_model_service_proto_rawDescData = file_model_service_proto_rawDesc
|
|
)
|
|
|
|
func file_model_service_proto_rawDescGZIP() []byte {
|
|
file_model_service_proto_rawDescOnce.Do(func() {
|
|
file_model_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_model_service_proto_rawDescData)
|
|
})
|
|
return file_model_service_proto_rawDescData
|
|
}
|
|
|
|
var file_model_service_proto_enumTypes = make([]protoimpl.EnumInfo, 1)
|
|
var file_model_service_proto_msgTypes = make([]protoimpl.MessageInfo, 18)
|
|
var file_model_service_proto_goTypes = []interface{}{
|
|
(DenseVector_DType)(0), // 0: milvus.proto.modelservice.DenseVector.DType
|
|
(*Status)(nil), // 1: milvus.proto.modelservice.Status
|
|
(*DenseVector)(nil), // 2: milvus.proto.modelservice.DenseVector
|
|
(*SparseVector)(nil), // 3: milvus.proto.modelservice.SparseVector
|
|
(*MultiVector)(nil), // 4: milvus.proto.modelservice.MultiVector
|
|
(*TextEmbeddingRequest)(nil), // 5: milvus.proto.modelservice.TextEmbeddingRequest
|
|
(*EmbeddingResult)(nil), // 6: milvus.proto.modelservice.EmbeddingResult
|
|
(*TextEmbeddingResponse)(nil), // 7: milvus.proto.modelservice.TextEmbeddingResponse
|
|
(*TextRerankRequest)(nil), // 8: milvus.proto.modelservice.TextRerankRequest
|
|
(*TextRerankResponse)(nil), // 9: milvus.proto.modelservice.TextRerankResponse
|
|
(*HighlightRequest)(nil), // 10: milvus.proto.modelservice.HighlightRequest
|
|
(*HighlightResult)(nil), // 11: milvus.proto.modelservice.HighlightResult
|
|
(*HighlightResponse)(nil), // 12: milvus.proto.modelservice.HighlightResponse
|
|
nil, // 13: milvus.proto.modelservice.TextEmbeddingRequest.ParamsEntry
|
|
nil, // 14: milvus.proto.modelservice.TextEmbeddingResponse.ExtraInfoEntry
|
|
nil, // 15: milvus.proto.modelservice.TextRerankRequest.ParamsEntry
|
|
nil, // 16: milvus.proto.modelservice.TextRerankResponse.ExtraInfoEntry
|
|
nil, // 17: milvus.proto.modelservice.HighlightRequest.ParamsEntry
|
|
nil, // 18: milvus.proto.modelservice.HighlightResponse.ExtraInfoEntry
|
|
}
|
|
var file_model_service_proto_depIdxs = []int32{
|
|
0, // 0: milvus.proto.modelservice.DenseVector.dtype:type_name -> milvus.proto.modelservice.DenseVector.DType
|
|
2, // 1: milvus.proto.modelservice.MultiVector.token_vectors:type_name -> milvus.proto.modelservice.DenseVector
|
|
13, // 2: milvus.proto.modelservice.TextEmbeddingRequest.params:type_name -> milvus.proto.modelservice.TextEmbeddingRequest.ParamsEntry
|
|
2, // 3: milvus.proto.modelservice.EmbeddingResult.dense:type_name -> milvus.proto.modelservice.DenseVector
|
|
3, // 4: milvus.proto.modelservice.EmbeddingResult.sparse:type_name -> milvus.proto.modelservice.SparseVector
|
|
4, // 5: milvus.proto.modelservice.EmbeddingResult.multi_vector:type_name -> milvus.proto.modelservice.MultiVector
|
|
1, // 6: milvus.proto.modelservice.TextEmbeddingResponse.status:type_name -> milvus.proto.modelservice.Status
|
|
14, // 7: milvus.proto.modelservice.TextEmbeddingResponse.extra_info:type_name -> milvus.proto.modelservice.TextEmbeddingResponse.ExtraInfoEntry
|
|
6, // 8: milvus.proto.modelservice.TextEmbeddingResponse.results:type_name -> milvus.proto.modelservice.EmbeddingResult
|
|
15, // 9: milvus.proto.modelservice.TextRerankRequest.params:type_name -> milvus.proto.modelservice.TextRerankRequest.ParamsEntry
|
|
1, // 10: milvus.proto.modelservice.TextRerankResponse.status:type_name -> milvus.proto.modelservice.Status
|
|
16, // 11: milvus.proto.modelservice.TextRerankResponse.extra_info:type_name -> milvus.proto.modelservice.TextRerankResponse.ExtraInfoEntry
|
|
17, // 12: milvus.proto.modelservice.HighlightRequest.params:type_name -> milvus.proto.modelservice.HighlightRequest.ParamsEntry
|
|
1, // 13: milvus.proto.modelservice.HighlightResponse.status:type_name -> milvus.proto.modelservice.Status
|
|
18, // 14: milvus.proto.modelservice.HighlightResponse.extra_info:type_name -> milvus.proto.modelservice.HighlightResponse.ExtraInfoEntry
|
|
11, // 15: milvus.proto.modelservice.HighlightResponse.results:type_name -> milvus.proto.modelservice.HighlightResult
|
|
5, // 16: milvus.proto.modelservice.TextEmbeddingService.Embedding:input_type -> milvus.proto.modelservice.TextEmbeddingRequest
|
|
8, // 17: milvus.proto.modelservice.RerankService.Rerank:input_type -> milvus.proto.modelservice.TextRerankRequest
|
|
10, // 18: milvus.proto.modelservice.HighlightService.Highlight:input_type -> milvus.proto.modelservice.HighlightRequest
|
|
7, // 19: milvus.proto.modelservice.TextEmbeddingService.Embedding:output_type -> milvus.proto.modelservice.TextEmbeddingResponse
|
|
9, // 20: milvus.proto.modelservice.RerankService.Rerank:output_type -> milvus.proto.modelservice.TextRerankResponse
|
|
12, // 21: milvus.proto.modelservice.HighlightService.Highlight:output_type -> milvus.proto.modelservice.HighlightResponse
|
|
19, // [19:22] is the sub-list for method output_type
|
|
16, // [16:19] is the sub-list for method input_type
|
|
16, // [16:16] is the sub-list for extension type_name
|
|
16, // [16:16] is the sub-list for extension extendee
|
|
0, // [0:16] is the sub-list for field type_name
|
|
}
|
|
|
|
func init() { file_model_service_proto_init() }
|
|
func file_model_service_proto_init() {
|
|
if File_model_service_proto != nil {
|
|
return
|
|
}
|
|
if !protoimpl.UnsafeEnabled {
|
|
file_model_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*Status); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*DenseVector); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*SparseVector); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*MultiVector); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*TextEmbeddingRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*EmbeddingResult); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*TextEmbeddingResponse); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*TextRerankRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*TextRerankResponse); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*HighlightRequest); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*HighlightResult); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
file_model_service_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} {
|
|
switch v := v.(*HighlightResponse); i {
|
|
case 0:
|
|
return &v.state
|
|
case 1:
|
|
return &v.sizeCache
|
|
case 2:
|
|
return &v.unknownFields
|
|
default:
|
|
return nil
|
|
}
|
|
}
|
|
}
|
|
type x struct{}
|
|
out := protoimpl.TypeBuilder{
|
|
File: protoimpl.DescBuilder{
|
|
GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
|
|
RawDescriptor: file_model_service_proto_rawDesc,
|
|
NumEnums: 1,
|
|
NumMessages: 18,
|
|
NumExtensions: 0,
|
|
NumServices: 3,
|
|
},
|
|
GoTypes: file_model_service_proto_goTypes,
|
|
DependencyIndexes: file_model_service_proto_depIdxs,
|
|
EnumInfos: file_model_service_proto_enumTypes,
|
|
MessageInfos: file_model_service_proto_msgTypes,
|
|
}.Build()
|
|
File_model_service_proto = out.File
|
|
file_model_service_proto_rawDesc = nil
|
|
file_model_service_proto_goTypes = nil
|
|
file_model_service_proto_depIdxs = nil
|
|
}
|