package gallery import ( "os" "path/filepath" "strings" "sync" "time" "github.com/mudler/LocalAI/pkg/downloader" "github.com/mudler/LocalAI/pkg/xsync" "github.com/mudler/xlog" "gopkg.in/yaml.v3" ) // modelConfigCacheEntry holds a cached parsed config_file map from a URL-referenced model config. type modelConfigCacheEntry struct { configMap map[string]any lastUpdated time.Time } func (e modelConfigCacheEntry) hasExpired() bool { return e.lastUpdated.Before(time.Now().Add(-1 * time.Hour)) } // modelConfigCache caches parsed model config maps keyed by URL. var modelConfigCache = xsync.NewSyncedMap[string, modelConfigCacheEntry]() // resolveBackend determines the backend for a GalleryModel by checking (in priority order): // 1. Overrides["backend"] — highest priority, same as install-time merge // 2. Inline ConfigFile["backend"] — for models with inline config maps // 3. URL-referenced config file — fetched, parsed, and cached // // The model's URL should already be resolved (local override applied) before calling this. func resolveBackend(m *GalleryModel, basePath string) string { // 1. Overrides take priority (matches install-time mergo.WithOverride behavior) if b, ok := m.Overrides["backend"].(string); ok && b != "" { return b } // 2. Inline config_file map if b, ok := m.ConfigFile["backend"].(string); ok && b != "" { return b } // 3. Fetch and parse the URL-referenced config if m.URL != "" { configMap := fetchModelConfigMap(m.URL, basePath) if b, ok := configMap["backend"].(string); ok && b != "" { return b } } return "" } // fetchModelConfigMap fetches a model config URL, parses the config_file YAML string // inside it, and returns the result as a map. Results are cached for 1 hour. // Local file:// URLs skip the cache so edits are picked up immediately. func fetchModelConfigMap(modelURL, basePath string) map[string]any { // Check cache (skip for file:// URLs so local edits are picked up immediately) isLocal := strings.HasPrefix(modelURL, downloader.LocalPrefix) if !isLocal && modelConfigCache.Exists(modelURL) { entry := modelConfigCache.Get(modelURL) if !entry.hasExpired() { return entry.configMap } modelConfigCache.Delete(modelURL) } // Reuse existing gallery config fetcher modelConfig, err := GetGalleryConfigFromURL[ModelConfig](modelURL, basePath) if err != nil { xlog.Debug("Failed to fetch model config for backend resolution", "url", modelURL, "error", err) // Cache the failure for remote URLs to avoid repeated fetch attempts if !isLocal { modelConfigCache.Set(modelURL, modelConfigCacheEntry{ configMap: map[string]any{}, lastUpdated: time.Now(), }) } return map[string]any{} } // Parse the config_file YAML string into a map configMap := make(map[string]any) if modelConfig.ConfigFile != "" { if err := yaml.Unmarshal([]byte(modelConfig.ConfigFile), &configMap); err != nil { xlog.Debug("Failed to parse config_file for backend resolution", "url", modelURL, "error", err) } } // Cache for remote URLs if !isLocal { modelConfigCache.Set(modelURL, modelConfigCacheEntry{ configMap: configMap, lastUpdated: time.Now(), }) } return configMap } // prefetchModelConfigs fetches model config URLs in parallel to warm the cache. // This avoids sequential HTTP requests on cold start (~50 unique gallery files). func prefetchModelConfigs(urls []string, basePath string) { const maxConcurrency = 10 sem := make(chan struct{}, maxConcurrency) var wg sync.WaitGroup for _, url := range urls { wg.Go(func() { sem <- struct{}{} defer func() { <-sem }() fetchModelConfigMap(url, basePath) }) } wg.Wait() } // resolveModelURLLocally attempts to resolve a github: model URL to a local file:// // path when the gallery itself was loaded from a local path. This supports development // workflows where new model files are added locally before being pushed to GitHub. // // For example, if the gallery was loaded from file:///path/to/gallery/index.yaml // and a model references github:mudler/LocalAI/gallery/foo.yaml@master, this will // check if /path/to/gallery/foo.yaml exists locally and return file:///path/to/gallery/foo.yaml. // // This is applied to model.URL in AvailableGalleryModels so that both listing (backend // resolution) and installation use the same resolved URL. func resolveModelURLLocally(modelURL, galleryURL string) string { galleryDir := localGalleryDir(galleryURL) if galleryDir == "" { return modelURL } // Only handle github: URLs if !strings.HasPrefix(modelURL, downloader.GithubURI) && !strings.HasPrefix(modelURL, downloader.GithubURI2) { return modelURL } // Extract the filename from the github URL // Format: github:org/repo/path/to/file.yaml@branch raw := strings.TrimPrefix(modelURL, downloader.GithubURI2) raw = strings.TrimPrefix(raw, downloader.GithubURI) // Remove @branch suffix if idx := strings.LastIndex(raw, "@"); idx >= 0 { raw = raw[:idx] } filename := filepath.Base(raw) localPath := filepath.Join(galleryDir, filename) if _, err := os.Stat(localPath); err == nil { return downloader.LocalPrefix + localPath } return modelURL } // localGalleryDir returns the directory of a gallery URL if it's local, or "" if remote. func localGalleryDir(galleryURL string) string { if strings.HasPrefix(galleryURL, downloader.LocalPrefix) { return filepath.Dir(strings.TrimPrefix(galleryURL, downloader.LocalPrefix)) } // Plain path (no scheme) that exists on disk if !strings.Contains(galleryURL, "://") && !strings.HasPrefix(galleryURL, downloader.GithubURI) { if info, err := os.Stat(galleryURL); err == nil && !info.IsDir() { return filepath.Dir(galleryURL) } } return "" }