mirror of
https://github.com/mudler/LocalAI.git
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feat(tts): add Elevenlabs and OpenAI TTS compatibility layer (#1834)
* feat(elevenlabs): map elevenlabs API support to TTS 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 * feat(openai/tts): compat layer with openai tts Fixes: #1276 * fix: adapt tts CLI
This commit is contained in:
Ettore Di Giacinto
GitHub
parent
45d520f913
commit
20136ca8b7
@ -191,6 +191,7 @@ message TTSRequest {
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string text = 1;
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string model = 2;
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string dst = 3;
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string voice = 4;
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}
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message TokenizationResponse {
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@ -29,7 +29,7 @@ func generateUniqueFileName(dir, baseName, ext string) string {
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}
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}
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func ModelTTS(backend, text, modelFile string, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (string, *proto.Result, error) {
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func ModelTTS(backend, text, modelFile, voice string, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (string, *proto.Result, error) {
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bb := backend
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if bb == "" {
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bb = model.PiperBackend
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@ -44,12 +44,12 @@ func ModelTTS(backend, text, modelFile string, loader *model.ModelLoader, appCon
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model.WithAssetDir(appConfig.AssetsDestination),
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model.WithLoadGRPCLoadModelOpts(grpcOpts),
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})
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piperModel, err := loader.BackendLoader(opts...)
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ttsModel, err := loader.BackendLoader(opts...)
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if err != nil {
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return "", nil, err
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}
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if piperModel == nil {
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if ttsModel == nil {
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return "", nil, fmt.Errorf("could not load piper model")
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}
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@ -57,25 +57,31 @@ func ModelTTS(backend, text, modelFile string, loader *model.ModelLoader, appCon
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return "", nil, fmt.Errorf("failed creating audio directory: %s", err)
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}
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fileName := generateUniqueFileName(appConfig.AudioDir, "piper", ".wav")
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fileName := generateUniqueFileName(appConfig.AudioDir, "tts", ".wav")
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filePath := filepath.Join(appConfig.AudioDir, fileName)
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// If the model file is not empty, we pass it joined with the model path
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modelPath := ""
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if modelFile != "" {
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if bb != model.TransformersMusicGen {
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modelPath = filepath.Join(loader.ModelPath, modelFile)
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if err := utils.VerifyPath(modelPath, appConfig.ModelPath); err != nil {
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// If the model file is not empty, we pass it joined with the model path
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// Checking first that it exists and is not outside ModelPath
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// TODO: we should actually first check if the modelFile is looking like
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// a FS path
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mp := filepath.Join(loader.ModelPath, modelFile)
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if _, err := os.Stat(mp); err == nil {
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if err := utils.VerifyPath(mp, appConfig.ModelPath); err != nil {
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return "", nil, err
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}
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modelPath = mp
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} else {
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modelPath = modelFile
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}
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}
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res, err := piperModel.TTS(context.Background(), &proto.TTSRequest{
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res, err := ttsModel.TTS(context.Background(), &proto.TTSRequest{
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Text: text,
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Model: modelPath,
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Voice: voice,
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Dst: filePath,
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})
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@ -6,6 +6,7 @@ import (
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"os"
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"strings"
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"github.com/go-skynet/LocalAI/core/http/endpoints/elevenlabs"
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"github.com/go-skynet/LocalAI/core/http/endpoints/localai"
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"github.com/go-skynet/LocalAI/core/http/endpoints/openai"
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@ -21,6 +22,24 @@ import (
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"github.com/gofiber/fiber/v2/middleware/recover"
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)
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func readAuthHeader(c *fiber.Ctx) string {
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authHeader := c.Get("Authorization")
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// elevenlabs
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xApiKey := c.Get("xi-api-key")
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if xApiKey != "" {
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authHeader = "Bearer " + xApiKey
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}
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// anthropic
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xApiKey = c.Get("x-api-key")
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if xApiKey != "" {
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authHeader = "Bearer " + xApiKey
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}
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return authHeader
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}
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func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) (*fiber.App, error) {
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// Return errors as JSON responses
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app := fiber.New(fiber.Config{
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@ -94,10 +113,12 @@ func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *confi
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return c.Next()
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}
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authHeader := c.Get("Authorization")
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authHeader := readAuthHeader(c)
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if authHeader == "" {
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return c.Status(fiber.StatusUnauthorized).JSON(fiber.Map{"message": "Authorization header missing"})
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}
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// If it's a bearer token
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authHeaderParts := strings.Split(authHeader, " ")
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if len(authHeaderParts) != 2 || authHeaderParts[0] != "Bearer" {
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return c.Status(fiber.StatusUnauthorized).JSON(fiber.Map{"message": "Invalid Authorization header format"})
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@ -111,7 +132,6 @@ func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *confi
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}
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return c.Status(fiber.StatusUnauthorized).JSON(fiber.Map{"message": "Invalid API key"})
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}
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if appConfig.CORS {
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@ -147,6 +167,11 @@ func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *confi
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app.Get("/models/jobs/:uuid", auth, modelGalleryEndpointService.GetOpStatusEndpoint())
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app.Get("/models/jobs", auth, modelGalleryEndpointService.GetAllStatusEndpoint())
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app.Post("/tts", auth, localai.TTSEndpoint(cl, ml, appConfig))
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// Elevenlabs
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app.Post("/v1/text-to-speech/:voice-id", auth, elevenlabs.TTSEndpoint(cl, ml, appConfig))
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// openAI compatible API endpoint
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// chat
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@ -181,7 +206,7 @@ func App(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *confi
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// audio
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app.Post("/v1/audio/transcriptions", auth, openai.TranscriptEndpoint(cl, ml, appConfig))
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app.Post("/tts", auth, localai.TTSEndpoint(cl, ml, appConfig))
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app.Post("/v1/audio/speech", auth, localai.TTSEndpoint(cl, ml, appConfig))
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// images
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app.Post("/v1/images/generations", auth, openai.ImageEndpoint(cl, ml, appConfig))
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55
core/http/endpoints/elevenlabs/tts.go
Normal file
55
core/http/endpoints/elevenlabs/tts.go
Normal file
@ -0,0 +1,55 @@
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package elevenlabs
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import (
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"github.com/go-skynet/LocalAI/core/backend"
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"github.com/go-skynet/LocalAI/core/config"
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fiberContext "github.com/go-skynet/LocalAI/core/http/ctx"
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"github.com/go-skynet/LocalAI/pkg/model"
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"github.com/go-skynet/LocalAI/core/schema"
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"github.com/gofiber/fiber/v2"
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"github.com/rs/zerolog/log"
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)
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func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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input := new(schema.ElevenLabsTTSRequest)
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voiceID := c.Params("voice-id")
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// Get input data from the request body
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if err := c.BodyParser(input); err != nil {
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return err
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}
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modelFile, err := fiberContext.ModelFromContext(c, ml, input.ModelID, false)
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if err != nil {
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modelFile = input.ModelID
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log.Warn().Msgf("Model not found in context: %s", input.ModelID)
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}
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cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
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config.LoadOptionDebug(appConfig.Debug),
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config.LoadOptionThreads(appConfig.Threads),
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config.LoadOptionContextSize(appConfig.ContextSize),
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config.LoadOptionF16(appConfig.F16),
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)
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if err != nil {
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modelFile = input.ModelID
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log.Warn().Msgf("Model not found in context: %s", input.ModelID)
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} else {
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if input.ModelID != "" {
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modelFile = input.ModelID
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} else {
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modelFile = cfg.Model
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}
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}
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log.Debug().Msgf("Request for model: %s", modelFile)
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filePath, _, err := backend.ModelTTS(cfg.Backend, input.Text, modelFile, voiceID, ml, appConfig, *cfg)
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if err != nil {
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return err
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}
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return c.Download(filePath)
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}
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}
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@ -46,7 +46,7 @@ func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfi
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cfg.Backend = input.Backend
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}
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filePath, _, err := backend.ModelTTS(cfg.Backend, input.Input, modelFile, ml, appConfig, *cfg)
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filePath, _, err := backend.ModelTTS(cfg.Backend, input.Input, modelFile, input.Voice, ml, appConfig, *cfg)
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if err != nil {
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return err
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}
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6
core/schema/elevenlabs.go
Normal file
6
core/schema/elevenlabs.go
Normal file
@ -0,0 +1,6 @@
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package schema
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type ElevenLabsTTSRequest struct {
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Text string `json:"text" yaml:"text"`
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ModelID string `json:"model_id" yaml:"model_id"`
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}
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@ -17,5 +17,6 @@ type BackendMonitorResponse struct {
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type TTSRequest struct {
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Model string `json:"model" yaml:"model"`
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Input string `json:"input" yaml:"input"`
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Voice string `json:"voice" yaml:"voice"`
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Backend string `json:"backend" yaml:"backend"`
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}
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@ -6,7 +6,13 @@ weight = 11
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url = "/features/text-to-audio/"
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+++
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The `/tts` endpoint can be used to generate speech from text.
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## API Compatibility
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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.
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## LocalAI API
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The `/tts` endpoint can also be used to generate speech from text.
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## Usage
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10
main.go
10
main.go
@ -50,7 +50,7 @@ func main() {
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app := &cli.App{
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Name: "LocalAI",
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Version: internal.PrintableVersion(),
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Usage: "OpenAI compatible API for running LLaMA/GPT models locally on CPU with consumer grade hardware.",
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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",
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Flags: []cli.Flag{
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&cli.BoolFlag{
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Name: "f16",
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@ -394,6 +394,12 @@ For a list of compatible model, check out: https://localai.io/model-compatibilit
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Usage: "Model name to run the TTS",
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Required: true,
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},
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&cli.StringFlag{
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Name: "voice",
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Aliases: []string{"v"},
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Usage: "Voice name to run the TTS (optional)",
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Required: true,
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},
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&cli.StringFlag{
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Name: "output-file",
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Aliases: []string{"o"},
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@ -427,7 +433,7 @@ For a list of compatible model, check out: https://localai.io/model-compatibilit
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defer ml.StopAllGRPC()
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filePath, _, err := backend.ModelTTS(backendOption, text, modelOption, ml, opts, config.BackendConfig{})
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filePath, _, err := backend.ModelTTS(backendOption, text, modelOption, ctx.String("voice"), ml, opts, config.BackendConfig{})
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if err != nil {
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return err
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}
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@ -1,7 +1,7 @@
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// Code generated by protoc-gen-go. DO NOT EDIT.
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// versions:
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// protoc-gen-go v1.26.0
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// protoc v4.25.3
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// protoc v4.23.4
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// source: backend.proto
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package proto
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@ -1436,6 +1436,7 @@ type TTSRequest struct {
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Text string `protobuf:"bytes,1,opt,name=text,proto3" json:"text,omitempty"`
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Model string `protobuf:"bytes,2,opt,name=model,proto3" json:"model,omitempty"`
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Dst string `protobuf:"bytes,3,opt,name=dst,proto3" json:"dst,omitempty"`
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Voice string `protobuf:"bytes,4,opt,name=voice,proto3" json:"voice,omitempty"`
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}
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func (x *TTSRequest) Reset() {
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@ -1491,6 +1492,13 @@ func (x *TTSRequest) GetDst() string {
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return ""
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}
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func (x *TTSRequest) GetVoice() string {
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if x != nil {
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return x.Voice
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}
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return ""
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}
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type TokenizationResponse struct {
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state protoimpl.MessageState
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sizeCache protoimpl.SizeCache
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@ -1896,84 +1904,86 @@ var file_backend_proto_rawDesc = []byte{
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|
||||
0x33,
|
||||
}
|
||||
|
||||
var (
|
||||
|
||||
@ -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
|
||||
|
||||
Loading…
Reference in New Issue
Block a user