🤖 Self-hosted, community-driven, local OpenAI-compatible API with Keycloak Auth Flak app as frontend. 🏠
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FlaskAI/api/api.go

185 lines
5.5 KiB

package api
import (
"errors"
config "github.com/go-skynet/LocalAI/api/config"
"github.com/go-skynet/LocalAI/api/localai"
"github.com/go-skynet/LocalAI/api/openai"
"github.com/go-skynet/LocalAI/api/options"
"github.com/go-skynet/LocalAI/internal"
"github.com/go-skynet/LocalAI/pkg/assets"
"github.com/gofiber/fiber/v2"
"github.com/gofiber/fiber/v2/middleware/cors"
"github.com/gofiber/fiber/v2/middleware/logger"
"github.com/gofiber/fiber/v2/middleware/recover"
"github.com/rs/zerolog"
"github.com/rs/zerolog/log"
)
func App(opts ...options.AppOption) (*fiber.App, error) {
options := options.NewOptions(opts...)
zerolog.SetGlobalLevel(zerolog.InfoLevel)
if options.Debug {
zerolog.SetGlobalLevel(zerolog.DebugLevel)
}
// Return errors as JSON responses
app := fiber.New(fiber.Config{
BodyLimit: options.UploadLimitMB * 1024 * 1024, // this is the default limit of 4MB
DisableStartupMessage: options.DisableMessage,
// Override default error handler
ErrorHandler: func(ctx *fiber.Ctx, err error) error {
// Status code defaults to 500
code := fiber.StatusInternalServerError
// Retrieve the custom status code if it's a *fiber.Error
var e *fiber.Error
if errors.As(err, &e) {
code = e.Code
}
// Send custom error page
return ctx.Status(code).JSON(
openai.ErrorResponse{
Error: &openai.APIError{Message: err.Error(), Code: code},
},
)
},
})
if options.Debug {
app.Use(logger.New(logger.Config{
Format: "[${ip}]:${port} ${status} - ${method} ${path}\n",
}))
}
log.Info().Msgf("Starting LocalAI using %d threads, with models path: %s", options.Threads, options.Loader.ModelPath)
log.Info().Msgf("LocalAI version: %s", internal.PrintableVersion())
cm := config.NewConfigLoader()
if err := cm.LoadConfigs(options.Loader.ModelPath); err != nil {
log.Error().Msgf("error loading config files: %s", err.Error())
}
if options.ConfigFile != "" {
if err := cm.LoadConfigFile(options.ConfigFile); err != nil {
log.Error().Msgf("error loading config file: %s", err.Error())
}
}
if options.Debug {
for _, v := range cm.ListConfigs() {
cfg, _ := cm.GetConfig(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)
}
}
// Default middleware config
app.Use(recover.New())
if options.PreloadJSONModels != "" {
if err := localai.ApplyGalleryFromString(options.Loader.ModelPath, options.PreloadJSONModels, cm, options.Galleries); err != nil {
return nil, err
}
}
if options.PreloadModelsFromPath != "" {
if err := localai.ApplyGalleryFromFile(options.Loader.ModelPath, options.PreloadModelsFromPath, cm, options.Galleries); err != nil {
return nil, err
}
}
if options.CORS {
var c func(ctx *fiber.Ctx) error
if options.CORSAllowOrigins == "" {
c = cors.New()
} else {
c = cors.New(cors.Config{AllowOrigins: options.CORSAllowOrigins})
}
app.Use(c)
}
// LocalAI API endpoints
galleryService := localai.NewGalleryService(options.Loader.ModelPath)
galleryService.Start(options.Context, cm)
app.Get("/version", func(c *fiber.Ctx) error {
return c.JSON(struct {
Version string `json:"version"`
}{Version: internal.PrintableVersion()})
})
app.Post("/models/apply", localai.ApplyModelGalleryEndpoint(options.Loader.ModelPath, cm, galleryService.C, options.Galleries))
app.Get("/models/available", localai.ListModelFromGalleryEndpoint(options.Galleries, options.Loader.ModelPath))
app.Get("/models/jobs/:uuid", localai.GetOpStatusEndpoint(galleryService))
// openAI compatible API endpoint
// chat
app.Post("/v1/chat/completions", openai.ChatEndpoint(cm, options))
app.Post("/chat/completions", openai.ChatEndpoint(cm, options))
// edit
app.Post("/v1/edits", openai.EditEndpoint(cm, options))
app.Post("/edits", openai.EditEndpoint(cm, options))
// completion
app.Post("/v1/completions", openai.CompletionEndpoint(cm, options))
app.Post("/completions", openai.CompletionEndpoint(cm, options))
app.Post("/v1/engines/:model/completions", openai.CompletionEndpoint(cm, options))
// embeddings
app.Post("/v1/embeddings", openai.EmbeddingsEndpoint(cm, options))
app.Post("/embeddings", openai.EmbeddingsEndpoint(cm, options))
app.Post("/v1/engines/:model/embeddings", openai.EmbeddingsEndpoint(cm, options))
// audio
app.Post("/v1/audio/transcriptions", openai.TranscriptEndpoint(cm, options))
app.Post("/tts", localai.TTSEndpoint(cm, options))
// images
app.Post("/v1/images/generations", openai.ImageEndpoint(cm, options))
if options.ImageDir != "" {
app.Static("/generated-images", options.ImageDir)
}
if options.AudioDir != "" {
app.Static("/generated-audio", options.AudioDir)
}
ok := func(c *fiber.Ctx) error {
return c.SendStatus(200)
}
// Kubernetes health checks
app.Get("/healthz", ok)
app.Get("/readyz", ok)
// models
app.Get("/v1/models", openai.ListModelsEndpoint(options.Loader, cm))
app.Get("/models", openai.ListModelsEndpoint(options.Loader, cm))
// 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")
options.Loader.StopGRPC()
}()
return app, nil
}