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https://github.com/mudler/LocalAI.git
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Usage Features (#863)
This commit is contained in:
Dave
GitHub
parent
2bacd0180d
commit
8cb1061c11
40 changed files with 1222 additions and 317 deletions
149
api/api.go
149
api/api.go
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@ -2,6 +2,7 @@ package api
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import (
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"errors"
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"fmt"
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"strings"
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config "github.com/go-skynet/LocalAI/api/config"
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@ -19,7 +20,7 @@ import (
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"github.com/rs/zerolog/log"
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)
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func App(opts ...options.AppOption) (*fiber.App, error) {
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func Startup(opts ...options.AppOption) (*options.Option, *config.ConfigLoader, error) {
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options := options.NewOptions(opts...)
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zerolog.SetGlobalLevel(zerolog.InfoLevel)
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@ -27,6 +28,65 @@ func App(opts ...options.AppOption) (*fiber.App, error) {
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zerolog.SetGlobalLevel(zerolog.DebugLevel)
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}
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log.Info().Msgf("Starting LocalAI using %d threads, with models path: %s", options.Threads, options.Loader.ModelPath)
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log.Info().Msgf("LocalAI version: %s", internal.PrintableVersion())
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cl := config.NewConfigLoader()
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if err := cl.LoadConfigs(options.Loader.ModelPath); err != nil {
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log.Error().Msgf("error loading config files: %s", err.Error())
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}
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if options.ConfigFile != "" {
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if err := cl.LoadConfigFile(options.ConfigFile); err != nil {
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log.Error().Msgf("error loading config file: %s", err.Error())
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}
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}
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if options.Debug {
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for _, v := range cl.ListConfigs() {
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cfg, _ := cl.GetConfig(v)
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log.Debug().Msgf("Model: %s (config: %+v)", v, cfg)
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}
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}
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if options.AssetsDestination != "" {
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// Extract files from the embedded FS
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err := assets.ExtractFiles(options.BackendAssets, options.AssetsDestination)
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log.Debug().Msgf("Extracting backend assets files to %s", options.AssetsDestination)
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if err != nil {
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log.Warn().Msgf("Failed extracting backend assets files: %s (might be required for some backends to work properly, like gpt4all)", err)
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}
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}
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if options.PreloadJSONModels != "" {
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if err := localai.ApplyGalleryFromString(options.Loader.ModelPath, options.PreloadJSONModels, cl, options.Galleries); err != nil {
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return nil, nil, err
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}
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}
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if options.PreloadModelsFromPath != "" {
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if err := localai.ApplyGalleryFromFile(options.Loader.ModelPath, options.PreloadModelsFromPath, cl, options.Galleries); err != nil {
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return nil, nil, err
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}
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}
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// turn off any process that was started by GRPC if the context is canceled
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go func() {
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<-options.Context.Done()
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log.Debug().Msgf("Context canceled, shutting down")
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options.Loader.StopAllGRPC()
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}()
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return options, cl, nil
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}
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func App(opts ...options.AppOption) (*fiber.App, error) {
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options, cl, err := Startup(opts...)
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if err != nil {
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return nil, fmt.Errorf("failed basic startup tasks with error %s", err.Error())
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}
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// Return errors as JSON responses
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app := fiber.New(fiber.Config{
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BodyLimit: options.UploadLimitMB * 1024 * 1024, // this is the default limit of 4MB
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@ -57,36 +117,6 @@ func App(opts ...options.AppOption) (*fiber.App, error) {
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}))
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}
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log.Info().Msgf("Starting LocalAI using %d threads, with models path: %s", options.Threads, options.Loader.ModelPath)
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log.Info().Msgf("LocalAI version: %s", internal.PrintableVersion())
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cm := config.NewConfigLoader()
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if err := cm.LoadConfigs(options.Loader.ModelPath); err != nil {
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log.Error().Msgf("error loading config files: %s", err.Error())
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}
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if options.ConfigFile != "" {
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if err := cm.LoadConfigFile(options.ConfigFile); err != nil {
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log.Error().Msgf("error loading config file: %s", err.Error())
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}
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}
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if options.Debug {
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for _, v := range cm.ListConfigs() {
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cfg, _ := cm.GetConfig(v)
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log.Debug().Msgf("Model: %s (config: %+v)", v, cfg)
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}
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}
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if options.AssetsDestination != "" {
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// Extract files from the embedded FS
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err := assets.ExtractFiles(options.BackendAssets, options.AssetsDestination)
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log.Debug().Msgf("Extracting backend assets files to %s", options.AssetsDestination)
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if err != nil {
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log.Warn().Msgf("Failed extracting backend assets files: %s (might be required for some backends to work properly, like gpt4all)", err)
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}
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}
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// Default middleware config
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app.Use(recover.New())
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@ -116,18 +146,6 @@ func App(opts ...options.AppOption) (*fiber.App, error) {
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return c.Next()
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}
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if options.PreloadJSONModels != "" {
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if err := localai.ApplyGalleryFromString(options.Loader.ModelPath, options.PreloadJSONModels, cm, options.Galleries); err != nil {
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return nil, err
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}
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}
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if options.PreloadModelsFromPath != "" {
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if err := localai.ApplyGalleryFromFile(options.Loader.ModelPath, options.PreloadModelsFromPath, cm, options.Galleries); err != nil {
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return nil, err
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}
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}
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if options.CORS {
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var c func(ctx *fiber.Ctx) error
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if options.CORSAllowOrigins == "" {
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@ -141,7 +159,7 @@ func App(opts ...options.AppOption) (*fiber.App, error) {
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// LocalAI API endpoints
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galleryService := localai.NewGalleryService(options.Loader.ModelPath)
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galleryService.Start(options.Context, cm)
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galleryService.Start(options.Context, cl)
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app.Get("/version", auth, func(c *fiber.Ctx) error {
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return c.JSON(struct {
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@ -149,36 +167,36 @@ func App(opts ...options.AppOption) (*fiber.App, error) {
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}{Version: internal.PrintableVersion()})
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})
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app.Post("/models/apply", auth, localai.ApplyModelGalleryEndpoint(options.Loader.ModelPath, cm, galleryService.C, options.Galleries))
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app.Post("/models/apply", auth, localai.ApplyModelGalleryEndpoint(options.Loader.ModelPath, cl, galleryService.C, options.Galleries))
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app.Get("/models/available", auth, localai.ListModelFromGalleryEndpoint(options.Galleries, options.Loader.ModelPath))
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app.Get("/models/jobs/:uuid", auth, localai.GetOpStatusEndpoint(galleryService))
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// openAI compatible API endpoint
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// chat
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app.Post("/v1/chat/completions", auth, openai.ChatEndpoint(cm, options))
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app.Post("/chat/completions", auth, openai.ChatEndpoint(cm, options))
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app.Post("/v1/chat/completions", auth, openai.ChatEndpoint(cl, options))
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app.Post("/chat/completions", auth, openai.ChatEndpoint(cl, options))
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// edit
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app.Post("/v1/edits", auth, openai.EditEndpoint(cm, options))
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app.Post("/edits", auth, openai.EditEndpoint(cm, options))
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app.Post("/v1/edits", auth, openai.EditEndpoint(cl, options))
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app.Post("/edits", auth, openai.EditEndpoint(cl, options))
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// completion
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app.Post("/v1/completions", auth, openai.CompletionEndpoint(cm, options))
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app.Post("/completions", auth, openai.CompletionEndpoint(cm, options))
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app.Post("/v1/engines/:model/completions", auth, openai.CompletionEndpoint(cm, options))
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app.Post("/v1/completions", auth, openai.CompletionEndpoint(cl, options))
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app.Post("/completions", auth, openai.CompletionEndpoint(cl, options))
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app.Post("/v1/engines/:model/completions", auth, openai.CompletionEndpoint(cl, options))
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// embeddings
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app.Post("/v1/embeddings", auth, openai.EmbeddingsEndpoint(cm, options))
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app.Post("/embeddings", auth, openai.EmbeddingsEndpoint(cm, options))
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app.Post("/v1/engines/:model/embeddings", auth, openai.EmbeddingsEndpoint(cm, options))
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app.Post("/v1/embeddings", auth, openai.EmbeddingsEndpoint(cl, options))
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app.Post("/embeddings", auth, openai.EmbeddingsEndpoint(cl, options))
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app.Post("/v1/engines/:model/embeddings", auth, openai.EmbeddingsEndpoint(cl, options))
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// audio
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app.Post("/v1/audio/transcriptions", auth, openai.TranscriptEndpoint(cm, options))
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app.Post("/tts", auth, localai.TTSEndpoint(cm, options))
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app.Post("/v1/audio/transcriptions", auth, openai.TranscriptEndpoint(cl, options))
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app.Post("/tts", auth, localai.TTSEndpoint(cl, options))
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// images
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app.Post("/v1/images/generations", auth, openai.ImageEndpoint(cm, options))
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app.Post("/v1/images/generations", auth, openai.ImageEndpoint(cl, options))
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if options.ImageDir != "" {
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app.Static("/generated-images", options.ImageDir)
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@ -196,16 +214,13 @@ func App(opts ...options.AppOption) (*fiber.App, error) {
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app.Get("/healthz", ok)
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app.Get("/readyz", ok)
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// models
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app.Get("/v1/models", auth, openai.ListModelsEndpoint(options.Loader, cm))
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app.Get("/models", auth, openai.ListModelsEndpoint(options.Loader, cm))
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// Experimental Backend Statistics Module
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backendMonitor := localai.NewBackendMonitor(cl, options) // Split out for now
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app.Get("/backend/monitor", localai.BackendMonitorEndpoint(backendMonitor))
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// turn off any process that was started by GRPC if the context is canceled
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go func() {
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<-options.Context.Done()
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log.Debug().Msgf("Context canceled, shutting down")
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options.Loader.StopGRPC()
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}()
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// models
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app.Get("/v1/models", auth, openai.ListModelsEndpoint(options.Loader, cl))
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app.Get("/models", auth, openai.ListModelsEndpoint(options.Loader, cl))
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return app, nil
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}
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