package main import ( "context" "fmt" "log" "os" "time" "llm_processor/processor" "llm_processor/storage" "github.com/spf13/cobra" ) var ( inputFile string outputFile string criteriaFile string modelName string batchSize int delaySeconds int timeoutSeconds int ) var rootCmd = &cobra.Command{ Use: "llm-processor", Short: "Process papers using LLM with configurable criteria", Long: `A command line tool for processing academic papers through language models using customizable evaluation criteria.`, Run: func(cmd *cobra.Command, args []string) { // Get OpenRouter API key from environment apiKey := os.Getenv("OPENROUTER_API_KEY") if apiKey == "" { log.Fatal("OPENROUTER_API_KEY environment variable is required") } // Load papers papers, err := storage.LoadPapers(inputFile) if err != nil { log.Fatalf("Failed to load papers: %v", err) } // Initialize processor proc := processor.NewProcessor(modelName, batchSize, apiKey) proc.SetTimeout(time.Duration(timeoutSeconds) * time.Second) // Process papers ctx := context.Background() if err := proc.ProcessPapers(ctx, inputFile, outputFile, criteriaFile, time.Duration(delaySeconds)*time.Second); err != nil { log.Fatalf("Failed to save results: %v", err) } fmt.Printf("Successfully processed %d papers\n", len(papers)) }, } func init() { rootCmd.PersistentFlags().StringVarP(&inputFile, "input", "i", "", "Input JSON file containing papers") rootCmd.PersistentFlags().StringVarP(&outputFile, "output", "o", "results.json", "Output JSON file for results") rootCmd.PersistentFlags().StringVarP(&criteriaFile, "criteria", "c", "", "Text file containing evaluation criteria") rootCmd.PersistentFlags().StringVarP(&modelName, "model", "m", "gpt-4", "LLM model to use") rootCmd.PersistentFlags().IntVarP(&batchSize, "batch-size", "b", 32, "Batch size for processing") rootCmd.PersistentFlags().IntVarP(&delaySeconds, "delay", "d", 0, "Delay in seconds between paper submissions") rootCmd.PersistentFlags().IntVarP(&timeoutSeconds, "timeout", "t", 3600, "Timeout in seconds for processing (default 1h)") // Mark required flags rootCmd.MarkPersistentFlagRequired("input") rootCmd.MarkPersistentFlagRequired("criteria") } func main() { if err := rootCmd.Execute(); err != nil { fmt.Println(err) os.Exit(1) } }