Add D&D location tracking to complete example

This commit is contained in:
2026-08-04 00:45:50 +00:00
parent 811d5b8bd9
commit 9c5e3cff14
4 changed files with 378 additions and 7 deletions

View File

@@ -36,6 +36,8 @@ pipelines:
window_units: 3
lanes:
- item-events
- locations
- location-occurrences
- npcs
- spells
- combat-turns
@@ -59,6 +61,14 @@ pipelines:
normalize:
module: dnd/npcs
retries: 2
locations:
extract:
module: dnd/locations
retries: 2
merge: appendorder
normalize:
module: dnd/locations
retries: 2
scene-descriptions:
extract:
module: dnd/scene-descriptions
@@ -66,9 +76,13 @@ pipelines:
merge: appendorder
normalize: dnd/scene-descriptions
- id: extract-events
# Accepted NPC grounding and scene-description eligibility artifacts are
# supplied in memory to their compatible consumers in this step.
# Accepted registry artifacts and scene-description eligibility artifacts
# are supplied in memory to their compatible consumers in this step.
references:
locations:
artifact:
step: describe-session
lane: locations
npcs:
artifact:
step: describe-session
@@ -102,6 +116,12 @@ pipelines:
retries: 2
merge: appendorder
normalize: dnd/npc-interactions
location-occurrences:
extract:
module: dnd/location-occurrences
retries: 2
merge: appendorder
normalize: dnd/location-occurrences
- id: track-enemies
references:
npcs:

View File

@@ -20,14 +20,19 @@ import (
"gitea.maximumdirect.net/eric/notarius/internal/framework/pipeline"
"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd"
"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/chunk/scenes"
locationoccurrencecodec "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/codec/locationoccurrences"
locationcodec "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/codec/locations"
combat "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/combatturns"
enemyevents "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/enemyevents"
itemevents "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/itemevents"
locationoccurrences "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/locationoccurrences"
locations "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/locations"
npcinteractions "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/npcinteractions"
npcs "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/npcs"
scenedescriptions "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/scenedescriptions"
"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/spells"
enemyeventnormalize "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/normalize/enemyevents"
locationnormalize "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/normalize/locations"
npcnormalize "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/normalize/npcs"
)
@@ -117,10 +122,15 @@ func TestMaintainedCompleteExampleProducesEnemyEventsThroughGeneratedHandoffs(t
runRoot := filepath.Join(outputRoot, productionRunID)
index := readProductionJSON[exampleOutputIndex](t, filepath.Join(runRoot, "index.json"))
var enemyOutput exampleOutputIndexEntry
var locationOutput, occurrenceOutput exampleOutputIndexEntry
for _, entry := range index.OutputFiles {
if entry.LaneID == "enemy-events" {
switch entry.LaneID {
case "enemy-events":
enemyOutput = entry
break
case "locations":
locationOutput = entry
case "location-occurrences":
occurrenceOutput = entry
}
}
if enemyOutput.File != "lanes/enemy-events.json" || enemyOutput.SchemaID != "notarius.dnd.enemy_events" || enemyOutput.SchemaVersion != "v1" {
@@ -130,10 +140,26 @@ func TestMaintainedCompleteExampleProducesEnemyEventsThroughGeneratedHandoffs(t
if len(value.Events) != 1 || value.Events[0].Name != "Kesh" || value.Events[0].Kind != dnd.EnemyEventKindFled || len(value.Events[0].SourceRefs) != 1 || value.Events[0].SourceRefs[0].SourceID != "session-ravenfall" || value.Events[0].SourceRefs[0].StartUnitID != 10 {
t.Fatalf("enemy event artifact = %#v, want source-linked Kesh fleeing event", value)
}
if locationOutput.File != "lanes/locations.json" || locationOutput.SchemaID != locationcodec.SchemaID || locationOutput.SchemaVersion != locationcodec.SchemaVersion {
t.Fatalf("location output = %#v, want typed location registry JSON", locationOutput)
}
locationsValue := readProductionJSON[dnd.LocationList](t, filepath.Join(runRoot, locationOutput.File))
if len(locationsValue.Locations) != 2 || locationsValue.Locations[0].Name != "Moon Gate" || locationsValue.Locations[1].Name != "Moon Gate" || locationsValue.Locations[0].ID == locationsValue.Locations[1].ID {
t.Fatalf("location registry = %#v, want distinct source-grounded identities for same-name locations", locationsValue)
}
if occurrenceOutput.File != "lanes/location-occurrences.json" || occurrenceOutput.SchemaID != locationoccurrencecodec.SchemaID || occurrenceOutput.SchemaVersion != locationoccurrencecodec.SchemaVersion {
t.Fatalf("location occurrence output = %#v, want typed occurrence JSON", occurrenceOutput)
}
occurrencesValue := readProductionJSON[dnd.LocationOccurrenceList](t, filepath.Join(runRoot, occurrenceOutput.File))
if len(occurrencesValue.Occurrences) != 2 || occurrencesValue.Occurrences[0].LocationID == occurrencesValue.Occurrences[1].LocationID || occurrencesValue.Occurrences[0].Name != "Moon Gate" || occurrencesValue.Occurrences[1].Name != "Moon Gate" {
t.Fatalf("location occurrences = %#v, want source-grounded references to distinct registry identities", occurrencesValue)
}
evidence := readProductionJSON[evidencecontext.Document](t, filepath.Join(runRoot, "evidence-context.json"))
if !containsString(evidence.SelectedLanes, "enemy-events") || !evidenceHasLane(evidence, "enemy-events") {
t.Fatalf("evidence context = %#v, want direct enemy-event evidence", evidence)
for _, laneID := range []string{"enemy-events", "locations", "location-occurrences"} {
if !containsString(evidence.SelectedLanes, laneID) || !evidenceHasLane(evidence, laneID) {
t.Fatalf("evidence context = %#v, want direct %s evidence", evidence, laneID)
}
}
requests := client.requestsFor(enemyevents.PromptID)
@@ -154,6 +180,16 @@ func TestMaintainedCompleteExampleProducesEnemyEventsThroughGeneratedHandoffs(t
t.Fatalf("enemy event %s prompt input = %q, want compact source-free grounding", slot, input.Content)
}
}
locationRequests := client.requestsFor(locationoccurrences.PromptID)
if len(locationRequests) != 2 {
t.Fatalf("location occurrence requests = %#v, want one request per scene", locationRequests)
}
for _, request := range locationRequests {
registryInput := request.Inputs["locations"]
if !strings.Contains(string(registryInput.Content), "Moon Gate") || !strings.Contains(string(registryInput.Content), `"id"`) || strings.Contains(string(registryInput.Content), "source_refs") {
t.Fatalf("location occurrence registry input = %q, want source-free ID grounding", registryInput.Content)
}
}
}
func completeExampleConfigWithTemporaryCache(t *testing.T) string {
@@ -207,6 +243,14 @@ func (client *enemyEventLLMClient) CompleteStructured(ctx context.Context, reque
kind, title = "combat", "Raiders attack"
}
content = []byte(fmt.Sprintf(`{"kind":%q,"title":%q,"summary":"session scene"}`, kind, title))
case locations.PromptID:
unitID := 1
if combatScene {
unitID = 7
}
content = []byte(fmt.Sprintf(`{"locations":[{"name":"Moon Gate","source_refs":[{"start_unit_id":%d,"end_unit_id":%d}]}]}`, unitID, unitID))
case locationnormalize.PromptID:
content = []byte(`{"duplicate_groups":[]}`)
case spells.PromptID:
content = []byte(`{"spell_casts":[]}`)
case itemevents.PromptID:
@@ -219,6 +263,27 @@ func (client *enemyEventLLMClient) CompleteStructured(ctx context.Context, reque
} else {
content = []byte(`{"interactions":[]}`)
}
case locationoccurrences.PromptID:
var registry struct {
Locations []struct {
ID string `json:"id"`
} `json:"locations"`
}
if err := json.Unmarshal(request.Inputs["locations"].Content, &registry); err != nil {
return contracts.StructuredCompletionResponse{}, fmt.Errorf("decode generated location registry: %w", err)
}
if len(registry.Locations) == 0 {
return contracts.StructuredCompletionResponse{}, fmt.Errorf("generated location registry has no locations")
}
unitID := 1
locationID := registry.Locations[0].ID
if combatScene {
unitID = 7
if len(registry.Locations) > 1 {
locationID = registry.Locations[1].ID
}
}
content = []byte(fmt.Sprintf(`{"occurrences":[{"location_id":%q,"name":"Moon Gate","kind":"visited","source_refs":[{"start_unit_id":%d,"end_unit_id":%d}]}]}`, locationID, unitID, unitID))
case enemyevents.PromptID:
content = []byte(`{"events":[{"name":"Kesh","kind":"fled","source_refs":[{"start_unit_id":10,"end_unit_id":10}]}]}`)
default:

View File

@@ -15,6 +15,10 @@ import (
"gitea.maximumdirect.net/eric/notarius/internal/framework/contracts"
"gitea.maximumdirect.net/eric/notarius/internal/framework/pipeline"
"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd"
locationoccurrenceextract "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/locationoccurrences"
locationextract "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/locations"
locationoccurrencenormalize "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/normalize/locationoccurrences"
locationnormalize "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/normalize/locations"
spellnormalize "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/normalize/spells"
"gitea.maximumdirect.net/eric/notarius/internal/modules/seriatim/input/transcript"
)
@@ -54,9 +58,23 @@ func TestMaintainedExamplesLoadResolveAndList(t *testing.T) {
t.Fatalf("materialize maintained example references for %q: %v", pipelineID, err)
}
if example.name == "complete" {
if got := exampleStepLaneIDs(materialized); strings.Join(got, "|") != "describe-session:item-events,npcs,scene-descriptions|extract-events:combat-turns,npc-interactions,spells|track-enemies:enemy-events" {
if got := exampleStepLaneIDs(materialized); strings.Join(got, "|") != "describe-session:item-events,locations,npcs,scene-descriptions|extract-events:combat-turns,location-occurrences,npc-interactions,spells|track-enemies:enemy-events" {
t.Fatalf("complete example steps and lanes = %v, want the documented D&D extractor composition", got)
}
locationLane := referenceContractLane(t, materialized, "locations")
if locationLane.ArtifactKind != dnd.LocationListKind || locationLane.Extract.Module != locationextract.Key || locationLane.Extract.Retries != 2 || locationLane.Merge.Module != pipeline.DefaultMergeModule || locationLane.Normalize.Module != locationnormalize.Key || locationLane.Normalize.Retries != 2 {
t.Fatalf("location lane = %#v, want typed registry composition", locationLane)
}
occurrenceLane := referenceContractLane(t, materialized, "location-occurrences")
if occurrenceLane.ArtifactKind != dnd.LocationOccurrenceListKind || occurrenceLane.Extract.Module != locationoccurrenceextract.Key || occurrenceLane.Extract.Retries != 2 || occurrenceLane.Merge.Module != pipeline.DefaultMergeModule || occurrenceLane.Normalize.Module != locationoccurrencenormalize.Key {
t.Fatalf("location occurrence lane = %#v, want typed occurrence composition", occurrenceLane)
}
for _, target := range []pipeline.ResolvedReferenceTarget{occurrenceLane.ExtractReferences, occurrenceLane.NormalizeReferences} {
binding, found := generatedReferenceBinding(target.Bindings, "locations")
if !found || binding.Artifact.Step != "describe-session" || binding.Artifact.Lane != "locations" {
t.Fatalf("location occurrence %s reference = %#v, want generated location registry", target.Stage, binding)
}
}
spellLane := referenceContractLane(t, materialized, "spells")
if len(spellLane.ExtractReferences.ReferenceSet.Slots["spell_catalog"].Items) != 1 ||
len(spellLane.NormalizeReferences.ReferenceSet.Slots["spell_catalog"].Items) != 1 {

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@@ -0,0 +1,268 @@
package integration_test
import (
"context"
"encoding/json"
"fmt"
"strings"
"sync"
"testing"
"gitea.maximumdirect.net/eric/notarius/internal/core/config"
"gitea.maximumdirect.net/eric/notarius/internal/framework/contracts"
"gitea.maximumdirect.net/eric/notarius/internal/framework/evidencecontext"
"gitea.maximumdirect.net/eric/notarius/internal/framework/pipeline"
"gitea.maximumdirect.net/eric/notarius/internal/modules/dnd"
locationoccurrencecodec "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/codec/locationoccurrences"
locationcodec "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/codec/locations"
locationoccurrences "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/locationoccurrences"
locations "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/extract/locations"
locationnormalize "gitea.maximumdirect.net/eric/notarius/internal/modules/dnd/normalize/locations"
)
func TestLocationRegistryHandoffProducesOccurrencesAndEvidence(t *testing.T) {
registries := productionNPCRegistries(t)
resolved := resolveLocationPipeline(t, registries)
client := &locationHandoffLLMClient{}
output, err := runPreparedPipeline(t, registries, resolved, client, pipeline.RunInput{RawInput: readNPCFixture(t)})
if err != nil {
t.Fatalf("Run() error = %v", err)
}
if len(output.Rejected) != 0 || len(output.NormalizeOutputs) != 2 {
t.Fatalf("run outputs = %#v rejected = %#v, want accepted registry and occurrences", output.NormalizeOutputs, output.Rejected)
}
registryOutput := normalizedLane(t, output, "locations")
if registryOutput.Artifact.Kind != dnd.LocationListKind || registryOutput.Artifact.Schema.ID != locationcodec.SchemaID {
t.Fatalf("registry envelope = %#v, want durable location artifact", registryOutput)
}
registry, err := locationcodec.New().Decode(registryOutput.Artifact.Content)
if err != nil {
t.Fatalf("Decode(registry) error = %v", err)
}
if len(registry.Locations) != 2 || registry.Locations[0].Name != "Moon Gate" || registry.Locations[1].Name != "Moon Gate" || registry.Locations[0].ID == registry.Locations[1].ID {
t.Fatalf("registry = %#v, want same-name locations distinguished by source-derived IDs", registry)
}
occurrenceOutput := normalizedLane(t, output, "occurrences")
if occurrenceOutput.Artifact.Kind != dnd.LocationOccurrenceListKind || occurrenceOutput.Artifact.Schema.ID != locationoccurrencecodec.SchemaID {
t.Fatalf("occurrence envelope = %#v, want durable occurrence artifact", occurrenceOutput)
}
occurrences, err := locationoccurrencecodec.New().Decode(occurrenceOutput.Artifact.Content)
if err != nil {
t.Fatalf("Decode(occurrences) error = %v", err)
}
if len(occurrences.Occurrences) != 2 || occurrences.Occurrences[0].LocationID == occurrences.Occurrences[1].LocationID || occurrences.Occurrences[0].LocationID != registry.Locations[0].ID || occurrences.Occurrences[1].LocationID != registry.Locations[1].ID {
t.Fatalf("occurrences = %#v, want exact registry ID grounding", occurrences)
}
for _, occurrence := range occurrences.Occurrences {
if occurrence.SourceRefs[0].SourceID != "npc-session" {
t.Fatalf("occurrence evidence = %#v, want current source evidence only", occurrence.SourceRefs)
}
}
request := client.requestFor(t, locationoccurrences.PromptID)
registryInput := request.Inputs["locations"]
if registryInput.MediaType != locationcodec.MediaType || strings.Contains(string(registryInput.Content), "source_refs") || !strings.Contains(string(registryInput.Content), registry.Locations[0].ID) || !strings.Contains(string(registryInput.Content), registry.Locations[1].ID) {
t.Fatalf("occurrence registry input = %#v, want source-free generated ID projection", registryInput)
}
contextArtifact := outputFileContent(t, output.OutputFiles, "evidence-context.json")
evidence, err := evidencecontext.New().Decode(contextArtifact)
if err != nil {
t.Fatalf("Decode(evidence context) error = %v", err)
}
if !locationEvidenceHasLane(evidence, "locations") || !locationEvidenceHasLane(evidence, "occurrences") {
t.Fatalf("evidence context = %#v, want registry and occurrence evidence from their own artifacts", evidence)
}
}
func locationEvidenceHasLane(document evidencecontext.Document, laneID string) bool {
for _, context := range document.Contexts {
for _, reference := range context.EvidenceRefs {
if reference.LaneID == laneID {
return true
}
}
}
return false
}
func TestLocationOccurrenceConsumerDoesNotRunAfterRejectedRegistry(t *testing.T) {
registries := productionNPCRegistries(t)
client := &locationHandoffLLMClient{rejectRegistry: true}
_, err := runPreparedPipeline(t, registries, resolveLocationPipeline(t, registries), client, pipeline.RunInput{RawInput: readNPCFixture(t)})
if err == nil {
t.Fatal("Run() error = nil, want missing accepted location registry")
}
if client.requestCount(locationoccurrences.PromptID) != 0 {
t.Fatalf("occurrence requests = %d, want none after rejected registry", client.requestCount(locationoccurrences.PromptID))
}
}
func TestLocationOccurrenceConfigurationRequiresEarlierRegistry(t *testing.T) {
registries := productionNPCRegistries(t)
cfg, err := configFromYAML(strings.Replace(locationPipelineConfig, "step: identify-locations", "step: track-location-occurrences", 1))
if err != nil {
t.Fatal(err)
}
_, err = cfg.Resolve(config.ResolveInput{PipelineID: "dnd-locations-fixture", Catalog: moduleCatalog(registries)})
if err == nil || !strings.Contains(err.Error(), "earlier step") {
t.Fatalf("Resolve() error = %v, want an earlier generated registry requirement", err)
}
}
func TestLocationOccurrenceCheckpointTracksGeneratedRegistry(t *testing.T) {
registries := productionNPCRegistries(t)
checkpoint := newGeneratedReferenceCheckpointLoader()
_, err := runPreparedPipeline(t, registries, resolveLocationPipeline(t, registries), &locationHandoffLLMClient{}, pipeline.RunInput{
RawInput: readNPCFixture(t),
Checkpoint: checkpoint,
})
if err != nil {
t.Fatalf("Run() error = %v", err)
}
for _, dependency := range checkpoint.extractDependencies("occurrences") {
if dependency.Name == "generated-reference:locations:0" && strings.HasPrefix(dependency.Value, "sha256:") {
return
}
}
t.Fatalf("occurrence checkpoint dependencies = %#v, want generated location registry fingerprint", checkpoint.extractDependencies("occurrences"))
}
func resolveLocationPipeline(t *testing.T, registries pipeline.Registries) pipeline.ResolvedPipeline {
t.Helper()
cfg, err := configFromYAML(locationPipelineConfig)
if err != nil {
t.Fatal(err)
}
effective, err := cfg.Resolve(config.ResolveInput{PipelineID: "dnd-locations-fixture", Catalog: moduleCatalog(registries)})
if err != nil {
t.Fatalf("Resolve() error = %v", err)
}
resolved, warnings, err := pipeline.MaterializeReferences(effective.ResolvedPipeline, moduleCatalog(registries), pipeline.ReferenceMaterializationOptions{})
if err != nil || len(warnings) != 0 {
t.Fatalf("MaterializeReferences() error = %v warnings = %#v", err, warnings)
}
return resolved
}
func configFromYAML(content string) (config.Config, error) {
fileConfig, err := config.ParseFileConfigYAML([]byte(content))
if err != nil {
return config.Config{}, err
}
cfg := config.Default()
if err := cfg.ApplyFileConfig(fileConfig); err != nil {
return config.Config{}, err
}
return cfg, nil
}
const locationPipelineConfig = `version: 4
cache:
chunk_plans:
mode: bypass
checkpoints: {}
pipelines:
dnd-locations-fixture:
input: seriatim
output:
module: json
options:
evidence_context:
enabled: true
lanes: [locations, occurrences]
steps:
- id: identify-locations
artifacts:
locations:
extract: dnd/locations
merge: appendorder
normalize: dnd/locations
- id: track-location-occurrences
references:
locations:
artifact:
step: identify-locations
lane: locations
artifacts:
occurrences:
extract: dnd/location-occurrences
merge: appendorder
normalize: dnd/location-occurrences
`
type locationHandoffLLMClient struct {
mu sync.Mutex
requests []contracts.StructuredCompletionRequest
rejectRegistry bool
}
func (client *locationHandoffLLMClient) CompleteStructured(ctx context.Context, request contracts.StructuredCompletionRequest, output any) (contracts.StructuredCompletionResponse, error) {
if err := ctx.Err(); err != nil {
return contracts.StructuredCompletionResponse{}, err
}
client.mu.Lock()
client.requests = append(client.requests, cloneStructuredCompletionRequest(request))
client.mu.Unlock()
var payload any
switch request.PromptID {
case locations.PromptID:
name := "Moon Gate"
if client.rejectRegistry {
name = ""
}
payload = map[string]any{"locations": []any{map[string]any{"name": name, "source_refs": []any{map[string]int{"start_unit_id": 1, "end_unit_id": 1}}}, map[string]any{"name": name, "source_refs": []any{map[string]int{"start_unit_id": 3, "end_unit_id": 3}}}}}
case locationnormalize.PromptID:
payload = map[string]any{"duplicate_groups": []any{}}
case locationoccurrences.PromptID:
var projection struct {
Locations []struct {
ID string `json:"id"`
} `json:"locations"`
}
if err := json.Unmarshal(request.Inputs["locations"].Content, &projection); err != nil {
return contracts.StructuredCompletionResponse{}, fmt.Errorf("decode location registry: %w", err)
}
if len(projection.Locations) != 2 {
return contracts.StructuredCompletionResponse{}, fmt.Errorf("generated location registry has %d locations, want 2", len(projection.Locations))
}
payload = map[string]any{"occurrences": []any{map[string]any{"location_id": projection.Locations[0].ID, "name": "Moon Gate", "kind": "visited", "source_refs": []any{map[string]int{"start_unit_id": 1, "end_unit_id": 1}}}, map[string]any{"location_id": projection.Locations[1].ID, "name": "Moon Gate", "kind": "mentioned", "source_refs": []any{map[string]int{"start_unit_id": 3, "end_unit_id": 3}}}}}
default:
return contracts.StructuredCompletionResponse{}, fmt.Errorf("unexpected prompt %q", request.PromptID)
}
content, err := json.Marshal(payload)
if err != nil {
return contracts.StructuredCompletionResponse{}, err
}
if err := json.Unmarshal(content, output); err != nil {
return contracts.StructuredCompletionResponse{}, err
}
return contracts.StructuredCompletionResponse{Content: content, Provider: "test", Model: "location-handoff"}, nil
}
func (client *locationHandoffLLMClient) requestFor(t *testing.T, promptID string) contracts.StructuredCompletionRequest {
t.Helper()
client.mu.Lock()
defer client.mu.Unlock()
for _, request := range client.requests {
if request.PromptID == promptID {
return request
}
}
t.Fatalf("requests = %#v, missing %q", client.requests, promptID)
return contracts.StructuredCompletionRequest{}
}
func (client *locationHandoffLLMClient) requestCount(promptID string) int {
client.mu.Lock()
defer client.mu.Unlock()
count := 0
for _, request := range client.requests {
if request.PromptID == promptID {
count++
}
}
return count
}
var _ contracts.StructuredLLMClient = (*locationHandoffLLMClient)(nil)