Files
Maven/internal/router/llmrouter_test.go
kami bd16ca69e5 Let the LLM router answer "unknown" when it cannot route
Chose an 8th enum value over a confidence number: the model already picks
one enum token, so it costs nothing in the grammar, while a score from a
0.8B model would be uncalibrated noise. A refusal returns "no decision"
with no error, which is the fall-through the caller already uses for a
bad parse, so the classifier and its clarify gate take the turn.

Reviewers: the prompt's counter-examples matter most — a small model will
over-use any easy escape hatch. The training workspace copy of the prompt
still needs the same edit (Vikunja #362).

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CGeSZxh1DCtRxmFVSYVGvJ
2026-07-31 11:35:37 +04:00

178 lines
5.9 KiB
Go

package router
import (
"context"
"fmt"
"strings"
"testing"
"time"
"github.com/kami/maven/internal/llm"
)
type mockLLM struct {
out string
err error
got *llm.Req // last request, when the test wants to inspect it
}
func (m mockLLM) Complete(_ context.Context, r llm.Req) (string, error) {
if m.got != nil {
*m.got = r
}
return m.out, m.err
}
// Without a repeat penalty the model loops inside the text field until MaxTokens
// and the truncated JSON fails to parse.
func TestLLMRouterSetsRepeatPenalty(t *testing.T) {
var got llm.Req
lr := NewLLMRouter(mockLLM{out: `{"intent":"chat","text":"привет"}`, got: &got})
if _, _, err := lr.Route(context.Background(), "привет", time.Now()); err != nil {
t.Fatalf("route: %v", err)
}
if got.RepeatPenalty <= 1 {
t.Fatalf("want repeat penalty above 1, got %v", got.RepeatPenalty)
}
}
// An unbounded string rule lets one field eat the whole token budget.
func TestRouteGrammarBoundsStrings(t *testing.T) {
if !strings.Contains(routeGrammar, `string ::= "\"" ([^"\\] | "\\" .){0,120} "\""`) {
t.Fatal("grammar string rule lost its length bound")
}
}
// A question naming a fact key used to be stored as a fact because the fact rule
// was tested first. Keep the query rule above it.
func TestRoutePromptTestsQueryBeforeFact(t *testing.T) {
query := strings.Index(routeSystem, "→ query")
fact := strings.Index(routeSystem, "состояние/событие → fact")
if query < 0 || fact < 0 {
t.Fatalf("prompt lost a rule: query=%d fact=%d", query, fact)
}
if query > fact {
t.Fatal("query rule must come before the fact rule")
}
if !strings.Contains(routeSystem, "Задаёт вопрос") {
t.Fatal("prompt lost the explicit question test")
}
}
func TestLLMRouterFactMapping(t *testing.T) {
lr := NewLLMRouter(mockLLM{out: `{"intent":"fact","key":"water","value":"выпил"}`})
d, ok, err := lr.Route(context.Background(), "я выпил воду", time.Now())
if err != nil || !ok {
t.Fatalf("ok=%v err=%v", ok, err)
}
if d.Intent != IntentFact || d.Slots.Key != "water" || !d.Slots.HasKey {
t.Fatalf("bad decision %+v", d)
}
}
func TestLLMRouterNoteMapping(t *testing.T) {
lr := NewLLMRouter(mockLLM{out: `{"intent":"note","text":"кофе закончился"}`})
d, ok, err := lr.Route(context.Background(), "запомни что кофе закончился", time.Now())
if err != nil || !ok {
t.Fatalf("ok=%v err=%v", ok, err)
}
if d.Intent != IntentNote || d.Slots.Text != "кофе закончился" {
t.Fatalf("bad decision %+v", d)
}
}
func TestLLMRouterBadJSONFallsBack(t *testing.T) {
lr := NewLLMRouter(mockLLM{out: `garbage`})
_, ok, err := lr.Route(context.Background(), "x", time.Now())
if ok || err == nil {
t.Fatal("want ok=false, err!=nil on bad json")
}
}
func TestLLMRouterReminderMapping(t *testing.T) {
lr := NewLLMRouter(mockLLM{out: `{"intent":"reminder","text":"позвонить маме"}`})
d, ok, err := lr.Route(context.Background(), "напомни позвонить маме", time.Now())
if err != nil || !ok {
t.Fatalf("ok=%v err=%v", ok, err)
}
if d.Intent != IntentReminder || d.Slots.Text != "позвонить маме" {
t.Fatalf("bad decision %+v", d)
}
}
// An intent name that is not in the contract at all (as opposed to "unknown",
// which is a real refusal) still defaults to chat.
func TestLLMRouterChatFallback(t *testing.T) {
lr := NewLLMRouter(mockLLM{out: `{"intent":"banana"}`})
d, ok, err := lr.Route(context.Background(), "как дела?", time.Now())
if err != nil || !ok {
t.Fatalf("ok=%v err=%v", ok, err)
}
if d.Intent != IntentChat {
t.Fatalf("unknown intent should default to chat, got %s", d.Intent)
}
}
// The model must be able to say "I could not route this".
func TestRouteGrammarAllowsUnknown(t *testing.T) {
if !strings.Contains(routeGrammar, `"\"unknown\""`) {
t.Fatal("grammar cannot express a refusal")
}
}
// If the prompt does not tell the model when to refuse, it never will.
func TestRoutePromptExplainsUnknown(t *testing.T) {
if !strings.Contains(routeSystem, "unknown") {
t.Fatal("prompt never mentions the unknown intent")
}
if !strings.Contains(routeSystem, `"сделай это" → {"intent":"unknown"}`) {
t.Fatal("prompt lost its worked refusal example")
}
// A refusal-only router is useless, so the prompt must also show cases that
// look ambiguous but are not.
if !strings.Contains(routeSystem, "здесь unknown не нужен") {
t.Fatal("prompt lost its counter-examples")
}
}
// A refusal is not an error. It reports "no decision" so the cascade moves on.
func TestLLMRouterUnknownRefuses(t *testing.T) {
lr := NewLLMRouter(mockLLM{out: `{"intent":"unknown"}`})
_, ok, err := lr.Route(context.Background(), "сделай это", time.Now())
if ok {
t.Fatal("a refusal must not produce a usable decision")
}
if err != nil {
t.Fatalf("a refusal is not an error, got %v", err)
}
}
// The whole point of the refusal: the turn keeps going on the classifier, the
// same way it does when the model returns garbage.
func TestRouterFallsBackWhenLLMRefuses(t *testing.T) {
c := NewClassifier(NewHashEmbedder(1024))
seedClassifier(t, c)
r := New(Config{
Classifier: c,
Extractor: Extractor{Time: StubDateTimeParser{}, Facts: DefaultFactParser{}},
Threshold: 0.4,
LLM: NewLLMRouter(mockLLM{out: `{"intent":"unknown"}`}),
})
d, err := r.Route(context.Background(), "напомни позвонить маме", refNow())
if err != nil {
t.Fatalf("route: %v", err)
}
// Stage 1 is the LLM's own answer; the classifier lands on stage 2 or 3.
if d.Stage < 2 {
t.Fatalf("want the classifier to decide, got stage %d (%+v)", d.Stage, d)
}
}
func TestLLMRouterLLMError(t *testing.T) {
lr := NewLLMRouter(mockLLM{out: "", err: fmt.Errorf("llm down")})
_, ok, err := lr.Route(context.Background(), "x", time.Now())
if ok || err == nil {
t.Fatal("want ok=false, err!=nil on llm error")
}
}