mavend: answer "а завтра?" from the previous turn, not from the model
An elliptical follow-up carries no intent of its own. followUpMerge cannot help — it inherits slots once the intent is known, and here the intent is the missing part. So "а завтра?" went to the router, which on a 1.7B is close to a coin flip, and the guess cost ~2.7s. continuationDecision runs before the router and rebuilds the turn from the previous one: same intent, same key, new day. Deterministic and free. Three guards, all narrow on purpose. A parseable date is required, which is what separates an ellipsis from an ordinary short utterance. Four tokens max. And only query, system and reminder may be inherited: fact and note would write something he did not say, and act would let a two-word utterance re-run an allowlisted fn, which is a way to fire a destructive command nobody typed. A continuation is still remembered, so "а завтра?" then "а послезавтра?" chains. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TrVSBKe3RFDF4fGYKWYQnX
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// Elliptical follow-ups — "а завтра?" after "какие напоминания на сегодня".
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//
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// These carry no intent of their own. Two words, one of them a particle, and
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// everything that makes the utterance meaningful lives in the turn before it.
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// Sent to the router they get whatever the model guesses, which on a 1.7B is
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// close to a coin flip, and the guess costs ~2.7s to obtain.
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//
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// followUpMerge (followup.go) cannot help: it inherits SLOTS once the intent is
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// known, and here the intent is the missing part. So this runs before the
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// router and answers from the previous turn directly, which is both correct by
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// construction and free.
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package main
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import (
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"time"
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"github.com/kami/maven/internal/dialogue"
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"github.com/kami/maven/internal/router"
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)
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// continuationMaxTokens — an ellipsis is short by definition. Past four tokens
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// the utterance carries enough of its own content to be routed on its merits,
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// and inheriting an intent for it would be overreach.
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const continuationMaxTokens = 4
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// continuationParticles — the words that open a follow-up. A leading particle
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// is one of the two ways in; the other is an utterance that is nothing but a
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// date ("завтра?").
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var continuationParticles = map[string]bool{
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"а": true, "и": true, "ну": true,
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"what": true, "and": true, "how": true,
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}
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// continuableIntents — which intents an ellipsis may inherit.
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//
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// query and system are questions: asking the same question about a different
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// day is exactly what "а завтра?" means. reminder is an instruction that names
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// a time, so re-aiming it at another day is a coherent second instruction.
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//
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// The rest are excluded on purpose. fact and note would write something he did
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// not say — "поужинал" then "а вчера?" is a question about yesterday, not a
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// claim about it. chat has no slot to re-aim. act is the dangerous one: an
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// allowlisted fn inherited by a two-word utterance is a way to run a
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// destructive command nobody typed, and no follow-up is worth that.
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var continuableIntents = map[dialogue.Intent]bool{
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dialogue.IntentQuery: true,
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dialogue.IntentSystem: true,
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dialogue.IntentReminder: true,
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}
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// continuationDecision reads an utterance as "the previous question, but for
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// this other day". Returns ok=false whenever anything is uncertain, which
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// hands the turn back to the ordinary router path.
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//
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// The date is what makes this safe. An ellipsis with no parseable day is just
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// a short utterance, and short utterances are the router's job.
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func continuationDecision(prev *dialogue.Session, text string, now time.Time) (router.Decision, bool) {
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if prev == nil || prev.IsExpired(now) || !continuableIntents[prev.Intent] {
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return router.Decision{}, false
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}
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tokens := quietTokens(text)
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if len(tokens) == 0 || len(tokens) > continuationMaxTokens {
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return router.Decision{}, false
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}
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day, ok := router.ParseCalendarDate(text, now)
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if !ok {
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return router.Decision{}, false
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}
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// Either it opens with a particle, or the whole utterance is the date.
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if !continuationParticles[tokens[0]] && !isBareDate(tokens, day, now) {
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return router.Decision{}, false
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}
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dec := router.Decision{
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Utterance: text,
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Intent: router.Intent(prev.Intent),
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Confidence: 1.0,
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Stage: 0,
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Slots: router.Slots{
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Key: prev.Slots.Key,
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HasKey: prev.Slots.HasKey,
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Value: prev.Slots.Value,
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Text: prev.Slots.Text,
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// Fn/Args are deliberately not carried: continuableIntents
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// excludes act, so there is never one to carry.
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Time: day,
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HasTime: true,
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},
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}
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return dec, true
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}
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// isBareDate reports whether the utterance is nothing but its date expression.
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// "завтра" and "на выходных" qualify; "напомни завтра" does not, because the
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// verb is content of its own and belongs to the router.
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//
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// Implemented by re-parsing each token: if every token that is not part of a
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// date expression is a preposition or a question mark's leftovers, the
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// utterance is bare. Cheap enough at four tokens.
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func isBareDate(tokens []string, day time.Time, now time.Time) bool {
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for _, t := range tokens {
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if continuationFillers[t] {
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continue
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}
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if d, ok := router.ParseCalendarDate(t, now); ok && d.Equal(day) {
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continue
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}
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return false
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}
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return true
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}
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// continuationFillers — tokens that carry no content of their own inside a
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// date expression ("на выходных", "в среду").
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var continuationFillers = map[string]bool{
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"на": true, "в": true, "во": true, "за": true, "про": true,
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"about": true, "on": true, "for": true,
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}
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@@ -0,0 +1,100 @@
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package main
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import (
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"testing"
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"time"
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"github.com/kami/maven/internal/dialogue"
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"github.com/kami/maven/internal/router"
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)
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var contNow = time.Date(2026, 8, 1, 12, 0, 0, 0, time.UTC)
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func contSession(intent dialogue.Intent, key string) *dialogue.Session {
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return &dialogue.Session{
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Intent: intent,
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Slots: dialogue.Slots{Key: key, HasKey: key != "", Text: "какие напоминания на сегодня"},
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Timestamp: contNow.Add(-30 * time.Second),
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TTL: 2 * time.Minute,
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}
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}
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func TestContinuationInheritsTheQuestion(t *testing.T) {
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prev := contSession(dialogue.IntentQuery, "water")
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dec, ok := continuationDecision(prev, "а завтра?", contNow)
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if !ok {
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t.Fatal("continuationDecision returned false, want a decision")
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}
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if dec.Intent != router.IntentQuery {
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t.Errorf("intent = %q, want query", dec.Intent)
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}
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if dec.Slots.Key != "water" || !dec.Slots.HasKey {
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t.Errorf("key = %q, want water carried over", dec.Slots.Key)
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}
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if !dec.Slots.HasTime {
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t.Fatal("no time slot; the whole point is re-aiming the day")
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}
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if got, want := dec.Slots.Time.Format("2006-01-02"), "2026-08-02"; got != want {
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t.Errorf("time = %s, want %s", got, want)
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}
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}
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func TestContinuationAcceptsABareDate(t *testing.T) {
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prev := contSession(dialogue.IntentQuery, "water")
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for _, s := range []string{"завтра?", "вчера", "а вчера?", "и завтра"} {
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if _, ok := continuationDecision(prev, s, contNow); !ok {
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t.Errorf("continuationDecision(%q) = false, want true", s)
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}
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}
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}
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func TestContinuationDeclinesWhatIsNotAnEllipsis(t *testing.T) {
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prev := contSession(dialogue.IntentQuery, "water")
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for _, s := range []string{
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// No date to re-aim at — an ordinary short utterance, the router's job.
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"а что там", "а бэкап?", "привет", "",
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// Content of its own: the verb is not an ellipsis.
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"напомни завтра позвонить маме",
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// Too long to be an ellipsis even with a date in it.
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"а что у меня стоит в календаре на завтра",
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} {
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if _, ok := continuationDecision(prev, s, contNow); ok {
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t.Errorf("continuationDecision(%q) = true, want false", s)
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}
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}
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}
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func TestContinuationDeclinesUncontinuableIntents(t *testing.T) {
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// act is the one that matters: inheriting an allowlisted fn from a
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// two-word utterance would be a way to run a destructive command.
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for _, in := range []dialogue.Intent{
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dialogue.IntentAct, dialogue.IntentFact, dialogue.IntentNote, dialogue.IntentChat,
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} {
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if _, ok := continuationDecision(contSession(in, "water"), "а завтра?", contNow); ok {
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t.Errorf("continuationDecision inherited intent %q, want refusal", in)
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}
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}
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}
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func TestContinuationDeclinesWithoutALiveSession(t *testing.T) {
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if _, ok := continuationDecision(nil, "а завтра?", contNow); ok {
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t.Error("continued with no previous turn")
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}
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stale := contSession(dialogue.IntentQuery, "water")
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stale.Timestamp = contNow.Add(-10 * time.Minute)
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if _, ok := continuationDecision(stale, "а завтра?", contNow); ok {
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t.Error("continued an expired session")
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}
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}
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func TestContinuationNeverCarriesAnFn(t *testing.T) {
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prev := contSession(dialogue.IntentQuery, "water")
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prev.Slots.Fn, prev.Slots.HasFn = "restart", true
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dec, ok := continuationDecision(prev, "а завтра?", contNow)
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if !ok {
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t.Fatal("want a decision")
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}
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if dec.Slots.HasFn || dec.Slots.Fn != "" {
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t.Fatalf("carried fn %q into a continuation", dec.Slots.Fn)
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}
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}
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+27
-5
@@ -265,8 +265,27 @@ func (h *reactiveHandler) runTurn(ctx context.Context, text string, src turnSour
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return withNotice(expiredNotice, reply)
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}
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// 5. router — classify the utterance.
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dec, err := h.router.Route(ctx, text, h.now())
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// 5. route. An elliptical follow-up — "а завтра?" — is answered from the
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// previous turn instead (continuation.go): the intent is the part it is
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// missing, so no amount of routing recovers it, and the model's guess
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// costs seconds to obtain and is close to a coin flip. Everything else
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// goes to the router.
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var (
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dec router.Decision
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err error
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prev *dialogue.Session
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)
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now := h.now()
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if h.dialogueSessions != nil {
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prev = h.dialogueSessions.Get(voiceDialogueID, now)
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}
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cont := false
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if dec, cont = continuationDecision(prev, text, now); cont {
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log.Printf("voice: continuation of %s from the previous turn", dec.Intent)
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}
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if !cont {
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dec, err = h.router.Route(ctx, text, now)
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}
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if err != nil {
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// ErrNoIntents ⇒ classifier unseeded (cold boot). reply with a
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// "still warming up" rather than a wire error.
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@@ -282,10 +301,13 @@ func (h *reactiveHandler) runTurn(ctx context.Context, text string, src turnSour
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// turn (follow-ups like «напомни завтра» → «…позвонить маме»), then remember
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// this turn for the next follow-up. Only same-intent, non-expired, non-
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// clarify turns carry (see followUpMerge). Best-effort: nil store ⇒ skipped.
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// A continuation already carries the previous turn's slots, so there is
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// nothing left to inherit — but it is still remembered, so a chain of them
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// ("а завтра?" … "а послезавтра?") keeps working.
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if h.dialogueSessions != nil {
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now := h.now()
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prev := h.dialogueSessions.Get(voiceDialogueID, now)
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dec = followUpMerge(prev, dec, now)
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if !cont {
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dec = followUpMerge(prev, dec, now)
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}
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if !dec.Clarify {
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h.rememberTurn(prev, dec, now)
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}
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