package gallery import ( "fmt" "os" "path/filepath" "github.com/go-skynet/LocalAI/pkg/utils" "github.com/imdario/mergo" "gopkg.in/yaml.v2" ) type Gallery struct { URL string `json:"url" yaml:"url"` Name string `json:"name" yaml:"name"` } // Installs a model from the gallery (galleryname@modelname) func InstallModelFromGallery(galleries []Gallery, name string, basePath string, req GalleryModel, downloadStatus func(string, string, string, float64)) error { models, err := AvailableGalleryModels(galleries, basePath) if err != nil { return err } applyModel := func(model *GalleryModel) error { var config Config err := model.Get(&config) if err != nil { return err } if req.Name != "" { model.Name = req.Name } config.Files = append(config.Files, req.AdditionalFiles...) config.Files = append(config.Files, model.AdditionalFiles...) // TODO model.Overrides could be merged with user overrides (not defined yet) if err := mergo.Merge(&model.Overrides, req.Overrides, mergo.WithOverride); err != nil { return err } if err := InstallModel(basePath, model.Name, &config, model.Overrides, downloadStatus); err != nil { return err } return nil } for _, model := range models { if name == fmt.Sprintf("%s@%s", model.Gallery.Name, model.Name) { return applyModel(model) } } return fmt.Errorf("no model found with name %q", name) } // List available models // Models galleries are a list of json files that are hosted on a remote server (for example github). // Each json file contains a list of models that can be downloaded and optionally overrides to define a new model setting. func AvailableGalleryModels(galleries []Gallery, basePath string) ([]*GalleryModel, error) { var models []*GalleryModel // Get models from galleries for _, gallery := range galleries { galleryModels, err := getGalleryModels(gallery, basePath) if err != nil { return nil, err } models = append(models, galleryModels...) } return models, nil } func getGalleryModels(gallery Gallery, basePath string) ([]*GalleryModel, error) { var models []*GalleryModel = []*GalleryModel{} err := utils.GetURI(gallery.URL, func(d []byte) error { return yaml.Unmarshal(d, &models) }) if err != nil { return models, err } // Add gallery to models for _, model := range models { model.Gallery = gallery // we check if the model was already installed by checking if the config file exists // TODO: (what to do if the model doesn't install a config file?) if _, err := os.Stat(filepath.Join(basePath, fmt.Sprintf("%s.yaml", model.Name))); err == nil { model.Installed = true } } return models, nil }