Phase 6. Beliefs are propositions with a prior set by epistemic kind and a confidence computed from typed evidence: sigmoid(logit(prior) + slope × (support × diversity − opposition)), where support from a single source is discounted so repetition cannot manufacture certainty, and bounds keep the mind away from absolute certainty. Every evaluation stores its breakdown and appends a version row protected by the append-only trigger; the belief page shows the arithmetic, evidence for and against, alternatives, contradictions and history. Contradiction detection is deterministic first (negation plus token overlap): a hit emits contradiction_detected, links both beliefs and makes each counter-evidence for the other so both trend to contested. Operators can assert beliefs (their statement is the evidence), add evidence, mark a belief wrong (pinned rejected, history kept) and forbid an inference; do-not-infer corrections block matching hypotheses. Retracting a memory retracts the evidence that cited it and re-evaluates the beliefs concerned. The associate process proposes low-confidence causal hypotheses from co-occurring notable observations, and the hypothesis handler turns admitted ones into beliefs with automatic alternatives, closing demo scenarios 1 and 2 without any model call.
179 lines
6.6 KiB
Go
179 lines
6.6 KiB
Go
// Command noemad is the Noema daemon: API server, web UI, scheduler,
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// integration manager and cognitive workers in one process.
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package main
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import (
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"context"
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"errors"
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"flag"
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"fmt"
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"net/http"
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"os"
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"os/signal"
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"syscall"
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"time"
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"github.com/andydixon/noema/internal/api"
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"github.com/andydixon/noema/internal/app"
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"github.com/andydixon/noema/internal/audit"
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"github.com/andydixon/noema/internal/auth"
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"github.com/andydixon/noema/internal/beliefs"
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"github.com/andydixon/noema/internal/brain"
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"github.com/andydixon/noema/internal/cognition"
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"github.com/andydixon/noema/internal/config"
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evstore "github.com/andydixon/noema/internal/events"
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"github.com/andydixon/noema/internal/memory"
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"github.com/andydixon/noema/internal/minds"
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"github.com/andydixon/noema/internal/observability"
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"github.com/andydixon/noema/internal/scheduler"
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"github.com/andydixon/noema/internal/storage"
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"github.com/andydixon/noema/internal/ui"
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"github.com/andydixon/noema/internal/version"
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"github.com/andydixon/noema/migrations"
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"github.com/andydixon/noema/pkg/events"
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"github.com/andydixon/noema/pkg/ids"
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)
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func main() {
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if err := run(); err != nil {
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fmt.Fprintln(os.Stderr, "noemad:", err)
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os.Exit(1)
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}
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}
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func run() error {
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var (
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cfgPath = flag.String("config", "", "path to JSON config file (optional)")
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migrate = flag.Bool("migrate", true, "apply pending migrations at start")
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show = flag.Bool("version", false, "print version and exit")
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)
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flag.Parse()
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if *show {
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fmt.Println(version.Version)
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return nil
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}
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cfg, err := config.Load(*cfgPath, os.LookupEnv)
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if err != nil {
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return err
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}
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log := observability.NewLogger(os.Stderr, cfg.LogLevel, cfg.LogFormat)
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log.Info("starting noemad", "version", version.Version, "env", cfg.Env, "addr", cfg.HTTPAddr)
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log.Debug("configuration", "config", fmt.Sprintf("%+v", cfg.Redacted()))
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ctx, stop := signal.NotifyContext(context.Background(), syscall.SIGINT, syscall.SIGTERM)
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defer stop()
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db, err := storage.Open(ctx, cfg.DatabaseURL)
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if err != nil {
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return err
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}
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defer db.Close()
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if *migrate {
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applied, err := storage.MigrateUp(ctx, db, migrations.FS)
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if err != nil {
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return fmt.Errorf("migrate: %w", err)
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}
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if len(applied) > 0 {
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log.Info("applied migrations", "migrations", applied)
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}
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}
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metrics := observability.NewMetrics()
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authSvc := auth.NewService(db, cfg.SessionIdleTTL, cfg.SessionAbsoluteTTL)
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auditLog := audit.New(db, log)
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deps := app.Deps{Config: cfg, Log: log, DB: db, Auth: authSvc, Audit: auditLog, Metrics: metrics, Minds: minds.NewStore(db), Events: evstore.NewStore(db, evstore.NewBus(200), metrics), Migrations: migrations.FS, Started: time.Now()}
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if err := bootstrapAdmin(ctx, deps); err != nil {
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return err
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}
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group := scheduler.NewGroup(ctx, log)
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deps.Memory = memory.NewStore(ctx, db, nil)
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deps.Beliefs = beliefs.NewStore(db)
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registry := brain.NewRegistry().AddProcess(cognition.Attend{}).AddProcess(cognition.Retrieve{}).AddProcess(cognition.Associate{})
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cognition.Handlers{Memory: deps.Memory, Beliefs: deps.Beliefs}.Register(registry)
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deps.Brain = brain.NewManager(brain.Config{DB: db, Events: deps.Events, Minds: deps.Minds, Registry: registry, Pool: scheduler.NewPool(cfg.MaxWorkers),
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Log: log, Metrics: metrics, Services: brain.Services{Events: deps.Events, Memory: deps.Memory, Beliefs: deps.Beliefs}}, group)
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group.Every("memory.decay", 6*time.Hour, func(ctx context.Context) error { return decayMemories(ctx, deps) })
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group.Every("memory.embed", time.Minute, func(ctx context.Context) error { _, err := deps.Memory.EmbedMissing(ctx, 50); return err })
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if err := deps.Brain.Start(ctx); err != nil {
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return fmt.Errorf("start minds: %w", err)
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}
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var srv *api.Server
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uiHandler, err := ui.New(deps, func(r *http.Request) any { return srv.Status(r.Context()) },
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func(r *http.Request, id ids.ID) (api.EventContext, error) { return srv.Context(r, id) },
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func(r *http.Request, m minds.Mind) (api.WorkspaceView, error) { return srv.Workspace(r.Context(), m) },
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func(r *http.Request, mind, id ids.ID) (api.MemoryDetail, error) { return srv.MemoryDetail(r, mind, id) },
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func(r *http.Request, mind, id ids.ID) (api.BeliefDetail, error) { return srv.BeliefDetail(r, mind, id) },
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func() beliefs.Emitter { return srv.Emitter() })
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if err != nil {
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return err
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}
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srv = api.New(deps, uiHandler)
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httpSrv := &http.Server{Addr: cfg.HTTPAddr, Handler: srv.Handler(), ReadHeaderTimeout: 10 * time.Second,
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ReadTimeout: 30 * time.Second, IdleTimeout: 120 * time.Second, MaxHeaderBytes: 64 << 10}
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group.Go("http", func(ctx context.Context) error {
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errc := make(chan error, 1)
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go func() { errc <- httpSrv.ListenAndServe() }() // owned: joined via errc below
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select {
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case err := <-errc:
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if errors.Is(err, http.ErrServerClosed) {
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return nil
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}
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return err
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case <-ctx.Done():
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shutdownCtx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
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defer cancel()
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return httpSrv.Shutdown(shutdownCtx)
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}
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})
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group.Every("auth.sweep", 5*time.Minute, func(context.Context) error { authSvc.SweepLimiter(); return nil })
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group.Every("auth.purge", time.Hour, authSvc.PurgeExpiredSessions)
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log.Info("noemad ready", "url", "http://"+cfg.HTTPAddr)
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<-ctx.Done()
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log.Info("shutting down")
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return group.Stop()
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}
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// bootstrapAdmin creates the first administrator from the environment when the
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// users table is empty, so headless deployments can start without the setup page.
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func bootstrapAdmin(ctx context.Context, d app.Deps) error {
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n, err := d.Auth.CountUsers(ctx)
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if err != nil {
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return err
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}
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if n > 0 || d.Config.BootstrapAdminPassword == "" {
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return nil
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}
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u, err := d.Auth.CreateUser(ctx, d.Config.BootstrapAdminUser, d.Config.BootstrapAdminPassword, auth.RoleAdministrator)
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if err != nil {
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return fmt.Errorf("bootstrap admin: %w", err)
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}
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d.Audit.Log(ctx, "user.bootstrap", "user", u.ID.String(), map[string]any{"username": u.Username, "via": "environment"})
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d.Log.Info("created bootstrap administrator", "username", u.Username)
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return nil
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}
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// decayMemories lowers activation of unused memories for every mind and leaves
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// one summary event per mind so the decay is visible without spamming.
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func decayMemories(ctx context.Context, d app.Deps) error {
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list, err := d.Minds.List(ctx, false)
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if err != nil {
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return err
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}
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for _, m := range list {
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n, err := d.Memory.Decay(ctx, m.ID, 14*24*time.Hour)
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if err != nil {
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return err
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}
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if n > 0 {
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d.Events.Append(ctx, events.New{MindID: m.ID, Type: events.MemoryDecayed, Source: "memory.decay", Summary: fmt.Sprintf("activation decayed on %d memories", n), //nolint:errcheck
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Salience: 0.05, Confidence: 1, Metadata: map[string]any{"count": n}})
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}
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}
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return nil
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}
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