// Command server 启动 sundynix-mcp-go —— 第 5 层 Go I/O 型 MCP 工具微服务。 package main import ( "context" "log" "os" "os/signal" "syscall" "time" sharedbus "github.com/sundynix/sundynix-shared/bus" "github.com/sundynix/sundynix-shared/contract" "github.com/sundynix/sundynix-mcp-go/internal/history" "github.com/sundynix/sundynix-mcp-go/internal/mcp" "github.com/sundynix/sundynix-mcp-go/internal/memory" "github.com/sundynix/sundynix-mcp-go/internal/rag" "github.com/sundynix/sundynix-mcp-go/internal/search" ) func main() { natsURL := envOr("NATS_URL", "nats://localhost:4222") pgDSN := envOr("POSTGRES_DSN", "postgres://sundynix:sundynix@localhost:5432/sundynix?sslmode=disable") redisAddr := envOr("REDIS_ADDR", "localhost:6379") milvusAddr := envOr("MILVUS_ADDR", "localhost:19530") embBase := envOr("EMBED_BASE_URL", "") // OpenAI 兼容 embeddings 端点(空=向量检索降级) embKey := envOr("EMBED_API_KEY", "") embModel := envOr("EMBED_MODEL", "") b, err := sharedbus.Connect(natsURL) if err != nil { log.Fatalf("[mcp_go] nats connect: %v", err) } defer b.Close() log.Printf("[mcp_go] connected %s", natsURL) engine := search.NewHybrid() // LLM Wiki 混合检索:Bleve + Milvus + Neo4j mem := memory.Open(pgDSN) // 偏好记忆:sundynix_user_profile(连不上则降级) defer mem.Close() hist := history.Open(redisAddr) // 会话短期历史:Redis(连不上则降级) defer hist.Close() ctx, stop := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM) defer stop() ragEngine := rag.Open(ctx, milvusAddr, embBase, embKey, embModel) // RAG 核心链:embedding(env 初值) + Milvus defer ragEngine.Close() // 配置控制面:启动取激活 embedding 配置 + 订阅热更新(覆盖 env,持久化由 Gateway 管)。 applyEmbed := func(cfg *contract.ModelConfig) { if cfg != nil { ragEngine.SetEmbedding(cfg.BaseURL, cfg.APIKey, cfg.Model) } } cctx, ccancel := context.WithTimeout(ctx, 3*time.Second) if cfg, _ := b.RequestConfig(cctx, contract.ConfigKindEmbedding); cfg != nil { applyEmbed(cfg) } else { log.Println("[mcp_go] 未取到 embedding 控制面配置(用 env 或降级)") } ccancel() if _, err := b.SubscribeConfigUpdated(contract.ConfigKindEmbedding, applyEmbed); err != nil { log.Printf("[mcp_go] subscribe embedding config: %v", err) } gw := mcp.NewGateway(b, engine, mem, hist, ragEngine) log.Println("[mcp_go] serving MCP over sundynix.tools.go.* (Ctrl-C to quit)") if err := gw.Serve(ctx); err != nil && err != context.Canceled { log.Fatalf("[mcp_go] exit: %v", err) } } func envOr(key, def string) string { if v := os.Getenv(key); v != "" { return v } return def }