text_classification

type ClassificationLabel struct {

	// A label with a class name.
	Label string `protobuf:"bytes,1,opt,name=label,proto3" json:"label,omitempty"`
	// Confidence of item's belonging to a class.
	Confidence float64 `protobuf:"fixed64,2,opt,name=confidence,proto3" json:"confidence,omitempty"`
	// contains filtered or unexported fields
}

type ClassificationSample struct {

	// Text sample.
	Text string `protobuf:"bytes,1,opt,name=text,proto3" json:"text,omitempty"`
	// Expected label for a given text.
	Label string `protobuf:"bytes,2,opt,name=label,proto3" json:"label,omitempty"`
	// contains filtered or unexported fields
}

type FewShotTextClassificationRequest struct {

	// The identifier of the classification model.
	ModelUri string `protobuf:"bytes,1,opt,name=model_uri,json=modelUri,proto3" json:"model_uri,omitempty"`
	// Text description of the classification task.
	TaskDescription string `protobuf:"bytes,2,opt,name=task_description,json=taskDescription,proto3" json:"task_description,omitempty"`
	// List of available labels for the classification result.
	Labels []string `protobuf:"bytes,3,rep,name=labels,proto3" json:"labels,omitempty"`
	// Text for classification.
	Text string `protobuf:"bytes,4,opt,name=text,proto3" json:"text,omitempty"`
	// Optional set of text samples with expected labels that may be used as an additional hint for the classifier.
	Samples []*ClassificationSample `protobuf:"bytes,5,rep,name=samples,proto3" json:"samples,omitempty"`
	// contains filtered or unexported fields
}

type FewShotTextClassificationResponse struct {

	// Result of classification - a list of label-confidence pairs.
	Predictions []*ClassificationLabel `protobuf:"bytes,1,rep,name=predictions,proto3" json:"predictions,omitempty"`
	// Model version (changes with model releases).
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// contains filtered or unexported fields
}

type TextClassificationRequest struct {

	// The identifier of the classification model.
	ModelUri string `protobuf:"bytes,1,opt,name=model_uri,json=modelUri,proto3" json:"model_uri,omitempty"`
	// Text for classification.
	Text string `protobuf:"bytes,2,opt,name=text,proto3" json:"text,omitempty"`
	// contains filtered or unexported fields
}

type TextClassificationResponse struct {

	// Result of classification - a list of label-confidence pairs.
	Predictions []*ClassificationLabel `protobuf:"bytes,1,rep,name=predictions,proto3" json:"predictions,omitempty"`
	// Model version (changes with model releases).
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// contains filtered or unexported fields
}

type TextClassificationServiceClient interface {
	// RPC method for text classification.
	Classify(ctx context.Context, in *TextClassificationRequest, opts ...grpc.CallOption) (*TextClassificationResponse, error)
	// RPC method for few-shot text classification.
	FewShotClassify(ctx context.Context, in *FewShotTextClassificationRequest, opts ...grpc.CallOption) (*FewShotTextClassificationResponse, error)
}

type TextClassificationServiceServer interface {
	// RPC method for text classification.
	Classify(context.Context, *TextClassificationRequest) (*TextClassificationResponse, error)
	// RPC method for few-shot text classification.
	FewShotClassify(context.Context, *FewShotTextClassificationRequest) (*FewShotTextClassificationResponse, error)
}

type UnimplementedTextClassificationServiceServer struct {
}

type UnsafeTextClassificationServiceServer interface {
	// contains filtered or unexported methods
}