LocalAI/core/startup/startup.go

package startup

import (
	"fmt"
	"os"

	"github.com/go-skynet/LocalAI/core/config"
	"github.com/go-skynet/LocalAI/core/services"
	"github.com/go-skynet/LocalAI/internal"
	"github.com/go-skynet/LocalAI/pkg/assets"
	"github.com/go-skynet/LocalAI/pkg/model"
	pkgStartup "github.com/go-skynet/LocalAI/pkg/startup"
	"github.com/rs/zerolog"
	"github.com/rs/zerolog/log"
)

func Startup(opts ...config.AppOption) (*config.BackendConfigLoader, *model.ModelLoader, *config.ApplicationConfig, error) {
	options := config.NewApplicationConfig(opts...)

	zerolog.SetGlobalLevel(zerolog.InfoLevel)
	if options.Debug {
		zerolog.SetGlobalLevel(zerolog.DebugLevel)
	}

	log.Info().Msgf("Starting LocalAI using %d threads, with models path: %s", options.Threads, options.ModelPath)
	log.Info().Msgf("LocalAI version: %s", internal.PrintableVersion())

	// Make sure directories exists
	if options.ModelPath == "" {
		return nil, nil, nil, fmt.Errorf("options.ModelPath cannot be empty")
	}
	err := os.MkdirAll(options.ModelPath, 0755)
	if err != nil {
		return nil, nil, nil, fmt.Errorf("unable to create ModelPath: %q", err)
	}
	if options.ImageDir != "" {
		err := os.MkdirAll(options.ImageDir, 0755)
		if err != nil {
			return nil, nil, nil, fmt.Errorf("unable to create ImageDir: %q", err)
		}
	}
	if options.AudioDir != "" {
		err := os.MkdirAll(options.AudioDir, 0755)
		if err != nil {
			return nil, nil, nil, fmt.Errorf("unable to create AudioDir: %q", err)
		}
	}
	if options.UploadDir != "" {
		err := os.MkdirAll(options.UploadDir, 0755)
		if err != nil {
			return nil, nil, nil, fmt.Errorf("unable to create UploadDir: %q", err)
		}
	}

	//
	pkgStartup.PreloadModelsConfigurations(options.ModelLibraryURL, options.ModelPath, options.ModelsURL...)

	cl := config.NewBackendConfigLoader()
	ml := model.NewModelLoader(options.ModelPath)

	configLoaderOpts := options.ToConfigLoaderOptions()

	if err := cl.LoadBackendConfigsFromPath(options.ModelPath, configLoaderOpts...); err != nil {
		log.Error().Msgf("error loading config files: %s", err.Error())
	}

	if options.ConfigFile != "" {
		if err := cl.LoadBackendConfigFile(options.ConfigFile, configLoaderOpts...); err != nil {
			log.Error().Msgf("error loading config file: %s", err.Error())
		}
	}

	if err := cl.Preload(options.ModelPath); err != nil {
		log.Error().Msgf("error downloading models: %s", err.Error())
	}

	if options.PreloadJSONModels != "" {
		if err := services.ApplyGalleryFromString(options.ModelPath, options.PreloadJSONModels, cl, options.Galleries); err != nil {
			return nil, nil, nil, err
		}
	}

	if options.PreloadModelsFromPath != "" {
		if err := services.ApplyGalleryFromFile(options.ModelPath, options.PreloadModelsFromPath, cl, options.Galleries); err != nil {
			return nil, nil, nil, err
		}
	}

	if options.Debug {
		for _, v := range cl.ListBackendConfigs() {
			cfg, _ := cl.GetBackendConfig(v)
			log.Debug().Msgf("Model: %s (config: %+v)", v, cfg)
		}
	}

	if options.AssetsDestination != "" {
		// Extract files from the embedded FS
		err := assets.ExtractFiles(options.BackendAssets, options.AssetsDestination)
		log.Debug().Msgf("Extracting backend assets files to %s", options.AssetsDestination)
		if err != nil {
			log.Warn().Msgf("Failed extracting backend assets files: %s (might be required for some backends to work properly, like gpt4all)", err)
		}
	}

	// turn off any process that was started by GRPC if the context is canceled
	go func() {
		<-options.Context.Done()
		log.Debug().Msgf("Context canceled, shutting down")
		ml.StopAllGRPC()
	}()

	if options.WatchDog {
		wd := model.NewWatchDog(
			ml,
			options.WatchDogBusyTimeout,
			options.WatchDogIdleTimeout,
			options.WatchDogBusy,
			options.WatchDogIdle)
		ml.SetWatchDog(wd)
		go wd.Run()
		go func() {
			<-options.Context.Done()
			log.Debug().Msgf("Context canceled, shutting down")
			wd.Shutdown()
		}()
	}

	log.Info().Msg("core/startup process completed!")
	return cl, ml, options, nil
}