mirror of https://github.com/mudler/LocalAI.git
143 lines
3.9 KiB
Go
143 lines
3.9 KiB
Go
package grpc
|
|
|
|
import (
|
|
"context"
|
|
"time"
|
|
|
|
"github.com/go-skynet/LocalAI/core/schema"
|
|
pb "github.com/go-skynet/LocalAI/pkg/grpc/proto"
|
|
"google.golang.org/grpc"
|
|
"google.golang.org/grpc/metadata"
|
|
)
|
|
|
|
var _ Backend = new(embedBackend)
|
|
var _ pb.Backend_PredictStreamServer = new(embedBackendServerStream)
|
|
|
|
type embedBackend struct {
|
|
s *server
|
|
}
|
|
|
|
func (e *embedBackend) IsBusy() bool {
|
|
return e.s.llm.Busy()
|
|
}
|
|
|
|
func (e *embedBackend) HealthCheck(ctx context.Context) (bool, error) {
|
|
return true, nil
|
|
}
|
|
|
|
func (e *embedBackend) Embeddings(ctx context.Context, in *pb.PredictOptions, opts ...grpc.CallOption) (*pb.EmbeddingResult, error) {
|
|
return e.s.Embedding(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) Predict(ctx context.Context, in *pb.PredictOptions, opts ...grpc.CallOption) (*pb.Reply, error) {
|
|
return e.s.Predict(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) LoadModel(ctx context.Context, in *pb.ModelOptions, opts ...grpc.CallOption) (*pb.Result, error) {
|
|
return e.s.LoadModel(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) PredictStream(ctx context.Context, in *pb.PredictOptions, f func(s []byte), opts ...grpc.CallOption) error {
|
|
bs := &embedBackendServerStream{
|
|
ctx: ctx,
|
|
fn: f,
|
|
}
|
|
return e.s.PredictStream(in, bs)
|
|
}
|
|
|
|
func (e *embedBackend) GenerateImage(ctx context.Context, in *pb.GenerateImageRequest, opts ...grpc.CallOption) (*pb.Result, error) {
|
|
return e.s.GenerateImage(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) TTS(ctx context.Context, in *pb.TTSRequest, opts ...grpc.CallOption) (*pb.Result, error) {
|
|
return e.s.TTS(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) AudioTranscription(ctx context.Context, in *pb.TranscriptRequest, opts ...grpc.CallOption) (*schema.Result, error) {
|
|
r, err := e.s.AudioTranscription(ctx, in)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
tr := &schema.Result{}
|
|
for _, s := range r.Segments {
|
|
var tks []int
|
|
for _, t := range s.Tokens {
|
|
tks = append(tks, int(t))
|
|
}
|
|
tr.Segments = append(tr.Segments,
|
|
schema.Segment{
|
|
Text: s.Text,
|
|
Id: int(s.Id),
|
|
Start: time.Duration(s.Start),
|
|
End: time.Duration(s.End),
|
|
Tokens: tks,
|
|
})
|
|
}
|
|
tr.Text = r.Text
|
|
return tr, err
|
|
}
|
|
|
|
func (e *embedBackend) TokenizeString(ctx context.Context, in *pb.PredictOptions, opts ...grpc.CallOption) (*pb.TokenizationResponse, error) {
|
|
return e.s.TokenizeString(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) Status(ctx context.Context) (*pb.StatusResponse, error) {
|
|
return e.s.Status(ctx, &pb.HealthMessage{})
|
|
}
|
|
|
|
func (e *embedBackend) StoresSet(ctx context.Context, in *pb.StoresSetOptions, opts ...grpc.CallOption) (*pb.Result, error) {
|
|
return e.s.StoresSet(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) StoresDelete(ctx context.Context, in *pb.StoresDeleteOptions, opts ...grpc.CallOption) (*pb.Result, error) {
|
|
return e.s.StoresDelete(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) StoresGet(ctx context.Context, in *pb.StoresGetOptions, opts ...grpc.CallOption) (*pb.StoresGetResult, error) {
|
|
return e.s.StoresGet(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) StoresFind(ctx context.Context, in *pb.StoresFindOptions, opts ...grpc.CallOption) (*pb.StoresFindResult, error) {
|
|
return e.s.StoresFind(ctx, in)
|
|
}
|
|
|
|
func (e *embedBackend) Rerank(ctx context.Context, in *pb.RerankRequest, opts ...grpc.CallOption) (*pb.RerankResult, error) {
|
|
return e.s.Rerank(ctx, in)
|
|
}
|
|
|
|
type embedBackendServerStream struct {
|
|
ctx context.Context
|
|
fn func(s []byte)
|
|
}
|
|
|
|
func (e *embedBackendServerStream) Send(reply *pb.Reply) error {
|
|
e.fn(reply.GetMessage())
|
|
return nil
|
|
}
|
|
|
|
func (e *embedBackendServerStream) SetHeader(md metadata.MD) error {
|
|
return nil
|
|
}
|
|
|
|
func (e *embedBackendServerStream) SendHeader(md metadata.MD) error {
|
|
return nil
|
|
}
|
|
|
|
func (e *embedBackendServerStream) SetTrailer(md metadata.MD) {
|
|
}
|
|
|
|
func (e *embedBackendServerStream) Context() context.Context {
|
|
return e.ctx
|
|
}
|
|
|
|
func (e *embedBackendServerStream) SendMsg(m any) error {
|
|
if x, ok := m.(*pb.Reply); ok {
|
|
return e.Send(x)
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (e *embedBackendServerStream) RecvMsg(m any) error {
|
|
return nil
|
|
}
|