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feat(elevenlabs): map elevenlabs API support to TTS

Browse Source 
This allows elevenlabs Clients to work automatically with LocalAI by
supporting the elevenlabs API.

The elevenlabs server endpoint is implemented such as it is wired to the
TTS endpoints.

Fixes: https://github.com/mudler/LocalAI/issues/1809
This commit is contained in:
Ettore Di Giacinto 2024-03-14 18:06:23 +01:00
parent a6b540737f
commit d2934dd69f
24 changed files with 444 additions and 336 deletions
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1
backend/backend.proto
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@ -191,6 +191,7 @@ message TTSRequest {
string text = 1;
string model = 2;
string dst = 3;
string voice = 4;
}
message TokenizationResponse {

38
backend/python/autogptq/backend_pb2.py
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backend/python/bark/backend_pb2.py
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backend/python/coqui/backend_pb2.py
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backend/python/diffusers/backend_pb2.py
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38
backend/python/exllama/backend_pb2.py
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backend/python/exllama2/backend_pb2.py
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backend/python/mamba/backend_pb2.py
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backend/python/petals/backend_pb2.py
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backend/python/sentencetransformers/backend_pb2.py
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38
backend/python/transformers-musicgen/backend_pb2.py
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backend/python/transformers/backend_pb2.py
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backend/python/vall-e-x/backend_pb2.py
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backend/python/vllm/backend_pb2.py
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22
core/backend/tts.go
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@ -29,7 +29,7 @@ func generateUniqueFileName(dir, baseName, ext string) string {
}
}
func ModelTTS(backend, text, modelFile string, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (string, *proto.Result, error) {
func ModelTTS(backend, text, modelFile, voice string, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (string, *proto.Result, error) {
bb := backend
if bb == "" {
bb = model.PiperBackend
@ -44,12 +44,12 @@ func ModelTTS(backend, text, modelFile string, loader *model.ModelLoader, appCon
model.WithAssetDir(appConfig.AssetsDestination),
model.WithLoadGRPCLoadModelOpts(grpcOpts),
})
piperModel, err := loader.BackendLoader(opts...)
ttsModel, err := loader.BackendLoader(opts...)
if err != nil {
return "", nil, err
}
if piperModel == nil {
if ttsModel == nil {
return "", nil, fmt.Errorf("could not load piper model")
}
@ -57,25 +57,31 @@ func ModelTTS(backend, text, modelFile string, loader *model.ModelLoader, appCon
return "", nil, fmt.Errorf("failed creating audio directory: %s", err)
}
fileName := generateUniqueFileName(appConfig.AudioDir, "piper", ".wav")
fileName := generateUniqueFileName(appConfig.AudioDir, "tts", ".wav")
filePath := filepath.Join(appConfig.AudioDir, fileName)
// If the model file is not empty, we pass it joined with the model path
modelPath := ""
if modelFile != "" {
if bb != model.TransformersMusicGen {
modelPath = filepath.Join(loader.ModelPath, modelFile)
if err := utils.VerifyPath(modelPath, appConfig.ModelPath); err != nil {
// If the model file is not empty, we pass it joined with the model path
// Checking first that it exists and is not outside ModelPath
// TODO: we should actually first check if the modelFile is looking like
// a FS path
mp := filepath.Join(loader.ModelPath, modelFile)
if _, err := os.Stat(mp); err == nil {
if err := utils.VerifyPath(mp, appConfig.ModelPath); err != nil {
return "", nil, err
}
modelPath = mp
} else {
modelPath = modelFile
}
}
res, err := piperModel.TTS(context.Background(), &proto.TTSRequest{
res, err := ttsModel.TTS(context.Background(), &proto.TTSRequest{
Text: text,
Model: modelPath,
Voice: voice,
Dst: filePath,
})

27
core/http/api.go
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@ -6,6 +6,7 @@ import (
"os"
"strings"
"github.com/go-skynet/LocalAI/core/http/endpoints/elevenlabs"
"github.com/go-skynet/LocalAI/core/http/endpoints/localai"
"github.com/go-skynet/LocalAI/core/http/endpoints/openai"
@ -21,6 +22,24 @@ import (
"github.com/gofiber/fiber/v2/middleware/recover"
)
func readAuthHeader(c *fiber.Ctx) string {
authHeader := c.Get("Authorization")
// elevenlabs
xApiKey := c.Get("xi-api-key")
if xApiKey != "" {
authHeader = "Bearer " + xApiKey
}
// anthropic
xApiKey = c.Get("x-api-key")
if xApiKey != "" {
authHeader = "Bearer " + xApiKey
}
return authHeader
}
func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) (*fiber.App, error) {
// Return errors as JSON responses
app := fiber.New(fiber.Config{
@ -94,10 +113,12 @@ func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *confi
return c.Next()
}
authHeader := c.Get("Authorization")
authHeader := readAuthHeader(c)
if authHeader == "" {
return c.Status(fiber.StatusUnauthorized).JSON(fiber.Map{"message": "Authorization header missing"})
}
// If it's a bearer token
authHeaderParts := strings.Split(authHeader, " ")
if len(authHeaderParts) != 2 || authHeaderParts[0] != "Bearer" {
return c.Status(fiber.StatusUnauthorized).JSON(fiber.Map{"message": "Invalid Authorization header format"})
@ -111,7 +132,6 @@ func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *confi
}
return c.Status(fiber.StatusUnauthorized).JSON(fiber.Map{"message": "Invalid API key"})
}
if appConfig.CORS {
@ -147,6 +167,9 @@ func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *confi
app.Get("/models/jobs/:uuid", auth, modelGalleryEndpointService.GetOpStatusEndpoint())
app.Get("/models/jobs", auth, modelGalleryEndpointService.GetAllStatusEndpoint())
// Elevenlabs
app.Post("/v1/text-to-speech/:voice-id", auth, elevenlabs.TTSEndpoint(cl, ml, appConfig))
// openAI compatible API endpoint
// chat

55
core/http/endpoints/elevenlabs/tts.go Normal file
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@ -0,0 +1,55 @@
package elevenlabs
import (
"github.com/go-skynet/LocalAI/core/backend"
"github.com/go-skynet/LocalAI/core/config"
fiberContext "github.com/go-skynet/LocalAI/core/http/ctx"
"github.com/go-skynet/LocalAI/pkg/model"
"github.com/go-skynet/LocalAI/core/schema"
"github.com/gofiber/fiber/v2"
"github.com/rs/zerolog/log"
)
func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
return func(c *fiber.Ctx) error {
input := new(schema.ElevenLabsTTSRequest)
voiceID := c.Params("voice-id")
// Get input data from the request body
if err := c.BodyParser(input); err != nil {
return err
}
modelFile, err := fiberContext.ModelFromContext(c, ml, input.ModelID, false)
if err != nil {
modelFile = input.ModelID
log.Warn().Msgf("Model not found in context: %s", input.ModelID)
}
cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
config.LoadOptionDebug(appConfig.Debug),
config.LoadOptionThreads(appConfig.Threads),
config.LoadOptionContextSize(appConfig.ContextSize),
config.LoadOptionF16(appConfig.F16),
)
if err != nil {
modelFile = input.ModelID
log.Warn().Msgf("Model not found in context: %s", input.ModelID)
} else {
if input.ModelID != "" {
modelFile = input.ModelID
} else {
modelFile = cfg.Model
}
}
log.Debug().Msgf("Request for model: %s", modelFile)
filePath, _, err := backend.ModelTTS(cfg.Backend, input.Text, modelFile, voiceID, ml, appConfig, *cfg)
if err != nil {
return err
}
return c.Download(filePath)
}
}

2
core/http/endpoints/localai/tts.go
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@ -46,7 +46,7 @@ func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfi
cfg.Backend = input.Backend
}
filePath, _, err := backend.ModelTTS(cfg.Backend, input.Input, modelFile, ml, appConfig, *cfg)
filePath, _, err := backend.ModelTTS(cfg.Backend, input.Input, modelFile, input.Voice, ml, appConfig, *cfg)
if err != nil {
return err
}

6
core/schema/elevenlabs.go Normal file
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@ -0,0 +1,6 @@
package schema
type ElevenLabsTTSRequest struct {
Text string `json:"text" yaml:"text"`
ModelID string `json:"model_id" yaml:"model_id"`
}

1
core/schema/localai.go
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@ -17,5 +17,6 @@ type BackendMonitorResponse struct {
type TTSRequest struct {
Model string `json:"model" yaml:"model"`
Input string `json:"input" yaml:"input"`
Voice string `json:"voice" yaml:"voice"`
Backend string `json:"backend" yaml:"backend"`
}

8
docs/content/docs/features/text-to-audio.md
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@ -6,7 +6,13 @@ weight = 11
url = "/features/text-to-audio/"
+++
The `/tts` endpoint can be used to generate speech from text.
## API Compatibility
The LocalAI TTS API is compatible with the [OpenAI TTS API](https://platform.openai.com/docs/guides/text-to-speech) and the [Elevenlabs](https://api.elevenlabs.io/docs) API.
## LocalAI API
The `/tts` endpoint can also be used to generate speech from text.
## Usage

2
main.go
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@ -50,7 +50,7 @@ func main() {
app := &cli.App{
Name: "LocalAI",
Version: internal.PrintableVersion(),
Usage: "OpenAI compatible API for running LLaMA/GPT models locally on CPU with consumer grade hardware.",
Usage: "OpenAI, OSS alternative. Drop-in compatible API for running LLM, GPT and genAI models locally on CPU, GPUs with consumer grade hardware. Supported server endpoints: OpenAI, Elevenlabs",
Flags: []cli.Flag{
&cli.BoolFlag{
Name: "f16",

160
pkg/grpc/proto/backend.pb.go
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@ -1,7 +1,7 @@
// Code generated by protoc-gen-go. DO NOT EDIT.
// versions:
// protoc-gen-go v1.26.0
// protoc v4.25.3
// protoc v4.23.4
// source: backend.proto
package proto
@ -1436,6 +1436,7 @@ type TTSRequest struct {
Text string `protobuf:"bytes,1,opt,name=text,proto3" json:"text,omitempty"`
Model string `protobuf:"bytes,2,opt,name=model,proto3" json:"model,omitempty"`
Dst string `protobuf:"bytes,3,opt,name=dst,proto3" json:"dst,omitempty"`
Voice string `protobuf:"bytes,4,opt,name=voice,proto3" json:"voice,omitempty"`
}
func (x *TTSRequest) Reset() {
@ -1491,6 +1492,13 @@ func (x *TTSRequest) GetDst() string {
return ""
}
func (x *TTSRequest) GetVoice() string {
if x != nil {
return x.Voice
}
return ""
}
type TokenizationResponse struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -1896,84 +1904,86 @@ var file_backend_proto_rawDesc = []byte{
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}
var (

2
pkg/grpc/proto/backend_grpc.pb.go
View File

@ -1,7 +1,7 @@
// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
// versions:
// - protoc-gen-go-grpc v1.2.0
// - protoc v4.25.3
// - protoc v4.23.4
// source: backend.proto
package proto