Memoh/cmd/agent/main.go

package main

import (
	"context"
	"fmt"
	"log"
	"os"
	"strings"
	"time"

	"github.com/memohai/memoh/internal/chat"
	"github.com/memohai/memoh/internal/config"
	ctr "github.com/memohai/memoh/internal/containerd"
	"github.com/memohai/memoh/internal/db"
	dbsqlc "github.com/memohai/memoh/internal/db/sqlc"
	"github.com/memohai/memoh/internal/embeddings"
	"github.com/memohai/memoh/internal/handlers"
	"github.com/memohai/memoh/internal/history"
	"github.com/memohai/memoh/internal/mcp"
	"github.com/memohai/memoh/internal/memory"
	"github.com/memohai/memoh/internal/models"
	"github.com/memohai/memoh/internal/providers"
	"github.com/memohai/memoh/internal/settings"
	"github.com/memohai/memoh/internal/server"

	"github.com/jackc/pgx/v5/pgtype"
	"golang.org/x/crypto/bcrypt"
)

func main() {
	ctx := context.Background()
	cfgPath := os.Getenv("CONFIG_PATH")
	cfg, err := config.Load(cfgPath)
	if err != nil {
		log.Fatalf("load config: %v", err)
	}

	if strings.TrimSpace(cfg.Auth.JWTSecret) == "" {
		log.Fatalf("jwt secret is required")
	}
	jwtExpiresIn, err := time.ParseDuration(cfg.Auth.JWTExpiresIn)
	if err != nil {
		log.Fatalf("invalid jwt expires in: %v", err)
	}

	addr := cfg.Server.Addr
	if value := os.Getenv("HTTP_ADDR"); value != "" {
		addr = value
	}

	socketPath := cfg.Containerd.SocketPath
	if value := os.Getenv("CONTAINERD_SOCKET"); value != "" {
		socketPath = value
	}
	factory := ctr.DefaultClientFactory{SocketPath: socketPath}
	client, err := factory.New(ctx)
	if err != nil {
		log.Fatalf("connect containerd: %v", err)
	}
	defer client.Close()

	service := ctr.NewDefaultService(client, cfg.Containerd.Namespace)
	manager := mcp.NewManager(service, cfg.MCP)

	pingHandler := handlers.NewPingHandler()
	containerdHandler := handlers.NewContainerdHandler(service, cfg.MCP, cfg.Containerd.Namespace)

	conn, err := db.Open(ctx, cfg.Postgres)
	if err != nil {
		log.Fatalf("db connect: %v", err)
	}
	defer conn.Close()
	manager.WithDB(conn)
	queries := dbsqlc.New(conn)
	modelsService := models.NewService(queries)

	if err := ensureAdminUser(ctx, queries, cfg); err != nil {
		log.Fatalf("ensure admin user: %v", err)
	}

	authHandler := handlers.NewAuthHandler(conn, cfg.Auth.JWTSecret, jwtExpiresIn)

	// Initialize chat resolver after memory service is configured.
	var chatResolver *chat.Resolver

	// Create LLM client for memory operations (deferred model/provider selection).
	var llmClient memory.LLM = &lazyLLMClient{
		modelsService: modelsService,
		queries:       queries,
		timeout:       30 * time.Second,
	}

	resolver := embeddings.NewResolver(modelsService, queries, 10*time.Second)
	vectors, textModel, multimodalModel, hasModels, err := embeddings.CollectEmbeddingVectors(ctx, modelsService)
	if err != nil {
		log.Fatalf("embedding models: %v", err)
	}

	var memoryService *memory.Service
	var memoryHandler *handlers.MemoryHandler

	if !hasModels {
		log.Println("WARNING: No embedding models configured. Memory service will not be available.")
		log.Println("You can add embedding models via the /models API endpoint.")
		memoryHandler = handlers.NewMemoryHandler(nil)
	} else {
		if textModel.ModelID == "" {
			log.Println("WARNING: No text embedding model configured. Text embedding features will be limited.")
		}
		if multimodalModel.ModelID == "" {
			log.Println("WARNING: No multimodal embedding model configured. Multimodal embedding features will be limited.")
		}

		var textEmbedder embeddings.Embedder
		var store *memory.QdrantStore

		if textModel.ModelID != "" && textModel.Dimensions > 0 {
			textEmbedder = &embeddings.ResolverTextEmbedder{
				Resolver: resolver,
				ModelID:  textModel.ModelID,
				Dims:     textModel.Dimensions,
			}

			if len(vectors) > 0 {
				store, err = memory.NewQdrantStoreWithVectors(
					cfg.Qdrant.BaseURL,
					cfg.Qdrant.APIKey,
					cfg.Qdrant.Collection,
					vectors,
					time.Duration(cfg.Qdrant.TimeoutSeconds)*time.Second,
				)
				if err != nil {
					log.Fatalf("qdrant named vectors init: %v", err)
				}
			} else {
				store, err = memory.NewQdrantStore(
					cfg.Qdrant.BaseURL,
					cfg.Qdrant.APIKey,
					cfg.Qdrant.Collection,
					textModel.Dimensions,
					time.Duration(cfg.Qdrant.TimeoutSeconds)*time.Second,
				)
				if err != nil {
					log.Fatalf("qdrant init: %v", err)
				}
			}
		}

		memoryService = memory.NewService(llmClient, textEmbedder, store, resolver, textModel.ModelID, multimodalModel.ModelID)
		memoryHandler = handlers.NewMemoryHandler(memoryService)
	}
	chatResolver = chat.NewResolver(modelsService, queries, memoryService, cfg.AgentGateway.BaseURL(), 30*time.Second)
	embeddingsHandler := handlers.NewEmbeddingsHandler(modelsService, queries)
	swaggerHandler := handlers.NewSwaggerHandler()
	chatHandler := handlers.NewChatHandler(chatResolver)

	// Initialize providers and models handlers
	providersService := providers.NewService(queries)
	providersHandler := handlers.NewProvidersHandler(providersService)
	modelsHandler := handlers.NewModelsHandler(modelsService)
	settingsService := settings.NewService(queries)
	settingsHandler := handlers.NewSettingsHandler(settingsService)
	historyService := history.NewService(queries)
	historyHandler := handlers.NewHistoryHandler(historyService)
	srv := server.NewServer(addr, cfg.Auth.JWTSecret, pingHandler, authHandler, memoryHandler, embeddingsHandler, chatHandler, swaggerHandler, providersHandler, modelsHandler, settingsHandler, historyHandler, containerdHandler)

	if err := srv.Start(); err != nil {
		log.Fatalf("server failed: %v", err)
	}
}

func ensureAdminUser(ctx context.Context, queries *dbsqlc.Queries, cfg config.Config) error {
	if queries == nil {
		return fmt.Errorf("db queries not configured")
	}
	count, err := queries.CountUsers(ctx)
	if err != nil {
		return err
	}
	if count > 0 {
		return nil
	}

	username := strings.TrimSpace(cfg.Admin.Username)
	password := strings.TrimSpace(cfg.Admin.Password)
	email := strings.TrimSpace(cfg.Admin.Email)
	if username == "" || password == "" {
		return fmt.Errorf("admin username/password required in config.toml")
	}
	if password == "change-your-password-here" {
		log.Printf("WARNING: admin password uses default placeholder; please update config.toml")
	}

	hashed, err := bcrypt.GenerateFromPassword([]byte(password), bcrypt.DefaultCost)
	if err != nil {
		return err
	}

	emailValue := pgtype.Text{Valid: false}
	if email != "" {
		emailValue = pgtype.Text{String: email, Valid: true}
	}
	displayName := pgtype.Text{String: username, Valid: true}
	dataRoot := pgtype.Text{String: cfg.MCP.DataRoot, Valid: cfg.MCP.DataRoot != ""}

	_, err = queries.CreateUser(ctx, dbsqlc.CreateUserParams{
		Username:     username,
		Email:        emailValue,
		PasswordHash: string(hashed),
		Role:         "admin",
		DisplayName:  displayName,
		AvatarUrl:    pgtype.Text{Valid: false},
		IsActive:     true,
		DataRoot:     dataRoot,
	})
	if err != nil {
		return err
	}
	log.Printf("Admin user created: %s", username)
	return nil
}

type lazyLLMClient struct {
	modelsService *models.Service
	queries       *dbsqlc.Queries
	timeout       time.Duration
}

func (c *lazyLLMClient) Extract(ctx context.Context, req memory.ExtractRequest) (memory.ExtractResponse, error) {
	client, err := c.resolve(ctx)
	if err != nil {
		return memory.ExtractResponse{}, err
	}
	return client.Extract(ctx, req)
}

func (c *lazyLLMClient) Decide(ctx context.Context, req memory.DecideRequest) (memory.DecideResponse, error) {
	client, err := c.resolve(ctx)
	if err != nil {
		return memory.DecideResponse{}, err
	}
	return client.Decide(ctx, req)
}

func (c *lazyLLMClient) resolve(ctx context.Context) (memory.LLM, error) {
	if c.modelsService == nil || c.queries == nil {
		return nil, fmt.Errorf("models service not configured")
	}
	memoryModel, memoryProvider, err := models.SelectMemoryModel(ctx, c.modelsService, c.queries)
	if err != nil {
		return nil, err
	}
	clientType := strings.ToLower(strings.TrimSpace(memoryProvider.ClientType))
	if clientType != "openai" && clientType != "openai-compat" {
		return nil, fmt.Errorf("memory provider client type not supported: %s", memoryProvider.ClientType)
	}
	return memory.NewLLMClient(memoryProvider.BaseUrl, memoryProvider.ApiKey, memoryModel.ModelID, c.timeout), nil
}