package rag import ( "os" "strconv" "forge.lthn.ai/core/go/pkg/i18n" "github.com/spf13/cobra" ) // Shared flags var ( qdrantHost string qdrantPort int ollamaHost string ollamaPort int model string verbose bool ) var ragCmd = &cobra.Command{ Use: "rag", Short: i18n.T("cmd.rag.short"), Long: i18n.T("cmd.rag.long"), } func initFlags() { // Qdrant connection flags (persistent) - defaults to localhost for local development qHost := "localhost" if v := os.Getenv("QDRANT_HOST"); v != "" { qHost = v } ragCmd.PersistentFlags().StringVar(&qdrantHost, "qdrant-host", qHost, i18n.T("cmd.rag.flag.qdrant_host")) qPort := 6334 if v := os.Getenv("QDRANT_PORT"); v != "" { if p, err := strconv.Atoi(v); err == nil { qPort = p } } ragCmd.PersistentFlags().IntVar(&qdrantPort, "qdrant-port", qPort, i18n.T("cmd.rag.flag.qdrant_port")) // Ollama connection flags (persistent) - defaults to localhost for local development oHost := "localhost" if v := os.Getenv("OLLAMA_HOST"); v != "" { oHost = v } ragCmd.PersistentFlags().StringVar(&ollamaHost, "ollama-host", oHost, i18n.T("cmd.rag.flag.ollama_host")) oPort := 11434 if v := os.Getenv("OLLAMA_PORT"); v != "" { if p, err := strconv.Atoi(v); err == nil { oPort = p } } ragCmd.PersistentFlags().IntVar(&ollamaPort, "ollama-port", oPort, i18n.T("cmd.rag.flag.ollama_port")) m := "nomic-embed-text" if v := os.Getenv("EMBEDDING_MODEL"); v != "" { m = v } ragCmd.PersistentFlags().StringVar(&model, "model", m, i18n.T("cmd.rag.flag.model")) // Verbose flag (persistent) ragCmd.PersistentFlags().BoolVarP(&verbose, "verbose", "v", false, i18n.T("common.flag.verbose")) // Ingest command flags ingestCmd.Flags().StringVar(&collection, "collection", "hostuk-docs", i18n.T("cmd.rag.ingest.flag.collection")) ingestCmd.Flags().BoolVar(&recreate, "recreate", false, i18n.T("cmd.rag.ingest.flag.recreate")) ingestCmd.Flags().IntVar(&chunkSize, "chunk-size", 500, i18n.T("cmd.rag.ingest.flag.chunk_size")) ingestCmd.Flags().IntVar(&chunkOverlap, "chunk-overlap", 50, i18n.T("cmd.rag.ingest.flag.chunk_overlap")) // Query command flags queryCmd.Flags().StringVar(&queryCollection, "collection", "hostuk-docs", i18n.T("cmd.rag.query.flag.collection")) queryCmd.Flags().IntVar(&limit, "top", 5, i18n.T("cmd.rag.query.flag.top")) queryCmd.Flags().Float32Var(&threshold, "threshold", 0.5, i18n.T("cmd.rag.query.flag.threshold")) queryCmd.Flags().StringVar(&category, "category", "", i18n.T("cmd.rag.query.flag.category")) queryCmd.Flags().StringVar(&format, "format", "text", i18n.T("cmd.rag.query.flag.format")) // Collections command flags collectionsCmd.Flags().BoolVar(&listCollections, "list", false, i18n.T("cmd.rag.collections.flag.list")) collectionsCmd.Flags().BoolVar(&showStats, "stats", false, i18n.T("cmd.rag.collections.flag.stats")) collectionsCmd.Flags().StringVar(&deleteCollection, "delete", "", i18n.T("cmd.rag.collections.flag.delete")) }