package startup import ( "errors" "fmt" "net/url" "os" "path/filepath" "strings" "github.com/mudler/LocalAI/core/config" "github.com/mudler/LocalAI/core/gallery" "github.com/mudler/LocalAI/embedded" "github.com/mudler/LocalAI/pkg/downloader" "github.com/mudler/LocalAI/pkg/utils" "github.com/rs/zerolog/log" ) // InstallModels will preload models from the given list of URLs and galleries // It will download the model if it is not already present in the model path // It will also try to resolve if the model is an embedded model YAML configuration func InstallModels(galleries []config.Gallery, modelLibraryURL string, modelPath string, enforceScan bool, downloadStatus func(string, string, string, float64), models ...string) error { // create an error that groups all errors var err error for _, url := range models { // As a best effort, try to resolve the model from the remote library // if it's not resolved we try with the other method below if modelLibraryURL != "" { lib, err := embedded.GetRemoteLibraryShorteners(modelLibraryURL, modelPath) if err == nil { if lib[url] != "" { log.Debug().Msgf("[startup] model configuration is defined remotely: %s (%s)", url, lib[url]) url = lib[url] } } } url = embedded.ModelShortURL(url) switch { case embedded.ExistsInModelsLibrary(url): modelYAML, e := embedded.ResolveContent(url) // If we resolve something, just save it to disk and continue if e != nil { log.Error().Err(e).Msg("error resolving model content") err = errors.Join(err, e) continue } log.Debug().Msgf("[startup] resolved embedded model: %s", url) md5Name := utils.MD5(url) modelDefinitionFilePath := filepath.Join(modelPath, md5Name) + ".yaml" if e := os.WriteFile(modelDefinitionFilePath, modelYAML, 0600); err != nil { log.Error().Err(e).Str("filepath", modelDefinitionFilePath).Msg("error writing model definition") err = errors.Join(err, e) } case downloader.LooksLikeOCI(url): log.Debug().Msgf("[startup] resolved OCI model to download: %s", url) // convert OCI image name to a file name. ociName := strings.TrimPrefix(url, downloader.OCIPrefix) ociName = strings.TrimPrefix(ociName, downloader.OllamaPrefix) ociName = strings.ReplaceAll(ociName, "/", "__") ociName = strings.ReplaceAll(ociName, ":", "__") // check if file exists if _, e := os.Stat(filepath.Join(modelPath, ociName)); errors.Is(e, os.ErrNotExist) { modelDefinitionFilePath := filepath.Join(modelPath, ociName) e := downloader.DownloadFile(url, modelDefinitionFilePath, "", 0, 0, func(fileName, current, total string, percent float64) { utils.DisplayDownloadFunction(fileName, current, total, percent) }) if e != nil { log.Error().Err(e).Str("url", url).Str("filepath", modelDefinitionFilePath).Msg("error downloading model") err = errors.Join(err, e) } } log.Info().Msgf("[startup] installed model from OCI repository: %s", ociName) case downloader.LooksLikeURL(url): log.Debug().Msgf("[startup] downloading %s", url) // Extract filename from URL fileName, e := filenameFromUrl(url) if e != nil || fileName == "" { fileName = utils.MD5(url) if strings.HasSuffix(url, ".yaml") || strings.HasSuffix(url, ".yml") { fileName = fileName + ".yaml" } log.Warn().Err(e).Str("url", url).Msg("error extracting filename from URL") //err = errors.Join(err, e) //continue } modelPath := filepath.Join(modelPath, fileName) if e := utils.VerifyPath(fileName, modelPath); e != nil { log.Error().Err(e).Str("filepath", modelPath).Msg("error verifying path") err = errors.Join(err, e) continue } // check if file exists if _, e := os.Stat(modelPath); errors.Is(e, os.ErrNotExist) { e := downloader.DownloadFile(url, modelPath, "", 0, 0, func(fileName, current, total string, percent float64) { utils.DisplayDownloadFunction(fileName, current, total, percent) }) if e != nil { log.Error().Err(e).Str("url", url).Str("filepath", modelPath).Msg("error downloading model") err = errors.Join(err, e) } } default: if _, e := os.Stat(url); e == nil { log.Debug().Msgf("[startup] resolved local model: %s", url) // copy to modelPath md5Name := utils.MD5(url) modelYAML, e := os.ReadFile(url) if e != nil { log.Error().Err(e).Str("filepath", url).Msg("error reading model definition") err = errors.Join(err, e) continue } modelDefinitionFilePath := filepath.Join(modelPath, md5Name) + ".yaml" if e := os.WriteFile(modelDefinitionFilePath, modelYAML, 0600); e != nil { log.Error().Err(err).Str("filepath", modelDefinitionFilePath).Msg("error loading model: %s") err = errors.Join(err, e) } } else { // Check if it's a model gallery, or print a warning e, found := installModel(galleries, url, modelPath, downloadStatus, enforceScan) if e != nil && found { log.Error().Err(err).Msgf("[startup] failed installing model '%s'", url) err = errors.Join(err, e) } else if !found { log.Warn().Msgf("[startup] failed resolving model '%s'", url) err = errors.Join(err, fmt.Errorf("failed resolving model '%s'", url)) } } } } return err } func installModel(galleries []config.Gallery, modelName, modelPath string, downloadStatus func(string, string, string, float64), enforceScan bool) (error, bool) { models, err := gallery.AvailableGalleryModels(galleries, modelPath) if err != nil { return err, false } model := gallery.FindModel(models, modelName, modelPath) if model == nil { return err, false } if downloadStatus == nil { downloadStatus = utils.DisplayDownloadFunction } log.Info().Str("model", modelName).Str("license", model.License).Msg("installing model") err = gallery.InstallModelFromGallery(galleries, modelName, modelPath, gallery.GalleryModel{}, downloadStatus, enforceScan) if err != nil { return err, true } return nil, true } func filenameFromUrl(urlstr string) (string, error) { // strip anything after @ if strings.Contains(urlstr, "@") { urlstr = strings.Split(urlstr, "@")[0] } u, err := url.Parse(urlstr) if err != nil { return "", fmt.Errorf("error due to parsing url: %w", err) } x, err := url.QueryUnescape(u.EscapedPath()) if err != nil { return "", fmt.Errorf("error due to escaping: %w", err) } return filepath.Base(x), nil }