NODEDC_1C/llm_normalizer/backend/dist/services/assistantRoutePolicy.js

590 lines
36 KiB
JavaScript

"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
exports.createAssistantRoutePolicy = createAssistantRoutePolicy;
// @ts-nocheck
const ADDRESS_INTENTS_KEEP_ADDRESS_LANE = new Set([
"period_coverage_profile",
"document_type_and_account_section_profile",
"counterparty_population_and_roles",
"counterparty_activity_lifecycle",
"customer_revenue_and_payments",
"supplier_payouts_profile",
"open_contracts_confirmed_as_of_date",
"list_open_contracts",
"open_items_by_counterparty_or_contract",
"list_payables_counterparties",
"list_receivables_counterparties",
"inventory_on_hand_as_of_date",
"payables_confirmed_as_of_date",
"receivables_confirmed_as_of_date",
"list_documents_by_contract",
"bank_operations_by_contract",
"list_documents_by_counterparty",
"bank_operations_by_counterparty",
"list_contracts_by_counterparty",
"inventory_purchase_provenance_for_item",
"inventory_purchase_documents_for_item",
"inventory_supplier_stock_overlap_as_of_date",
"inventory_sale_trace_for_item",
"inventory_profitability_for_item",
"inventory_purchase_to_sale_chain",
"inventory_aging_by_purchase_date",
"contract_usage_overview",
"contract_usage_and_value",
"vat_payable_forecast",
"vat_liability_confirmed_for_tax_period",
"vat_payable_confirmed_as_of_date"
]);
const ADDRESS_INTENTS_ALLOW_STRICT_DEEP_INVESTIGATION_BYPASS = new Set([
"inventory_purchase_provenance_for_item",
"inventory_purchase_documents_for_item",
"inventory_sale_trace_for_item",
"inventory_profitability_for_item",
"inventory_purchase_to_sale_chain"
]);
function shouldBypassStrictDeepInvestigationCueForAddressIntent(intent) {
return Boolean(intent && ADDRESS_INTENTS_ALLOW_STRICT_DEEP_INVESTIGATION_BYPASS.has(intent));
}
function createAssistantRoutePolicy(deps) {
const { repairAddressMojibake, findLastGroundedAddressAnswerDebug, findLastOrganizationClarificationAddressDebug, mergeKnownOrganizations, normalizeOrganizationScopeValue, resolveOrganizationSelectionFromMessage, resolveMetaSignalSet, resolveHardMetaMode, isMetaFollowupOverGroundedAnswer, hasDataRetrievalRequestSignal, hasAggregateBusinessAnalyticsSignal, hasStandaloneAddressTopicSignal, hasOpenContractsAddressSignal, detectAddressQuestionMode, resolveAddressIntent, toNonEmptyString, hasStrictDeepInvestigationCue, hasStrongDataIntentSignal, hasAccountingSignal, hasDangerOrCoercionSignal, hasAddressFollowupContextSignal, hasShortDebtMirrorFollowupSignal, isInventorySelectedObjectIntent, hasShortInventoryObjectFollowupSignal, isGroundedInventoryContextDebug, resolveRouteMemorySignals, findLastAddressAssistantItem, resolveAddressToolGateDecision, hasSameDateAccountFollowupSignalForPredecompose, hasLooseAllTimeAddressLookupSignal, hasDeepAnalysisPreferenceSignal, hasDirectDeepAnalysisSignal, compactWhitespace, hasDeepSessionContinuationSignal, resolveLivingAssistantModeDecision } = deps;
function resolveAssistantOrchestrationDecision(input) {
const rawUserMessage = String(input?.rawUserMessage ?? input?.userMessage ?? "");
const effectiveAddressUserMessage = String(input?.effectiveAddressUserMessage ?? rawUserMessage);
const repairedRawUserMessage = repairAddressMojibake(rawUserMessage);
const repairedEffectiveAddressUserMessage = repairAddressMojibake(effectiveAddressUserMessage);
const followupContext = input?.followupContext ?? null;
const llmPreDecomposeMeta = input?.llmPreDecomposeMeta ?? null;
const useMock = Boolean(input?.useMock);
const sessionItems = Array.isArray(input?.sessionItems) ? input.sessionItems : null;
const sessionOrganizationScope = input?.sessionOrganizationScope && typeof input.sessionOrganizationScope === "object"
? input.sessionOrganizationScope
: null;
const lastGroundedAddressDebug = findLastGroundedAddressAnswerDebug(sessionItems);
const lastOrganizationClarificationDebug = findLastOrganizationClarificationAddressDebug(sessionItems);
const organizationClarificationCandidates = Array.isArray(lastOrganizationClarificationDebug?.organization_candidates)
? mergeKnownOrganizations([
...lastOrganizationClarificationDebug.organization_candidates,
...((Array.isArray(sessionOrganizationScope?.knownOrganizations)
? sessionOrganizationScope.knownOrganizations
: []))
])
: [];
const organizationClarificationSelectionFromScope = normalizeOrganizationScopeValue(sessionOrganizationScope?.selectedOrganization);
const organizationClarificationSelection = resolveOrganizationSelectionFromMessage(rawUserMessage, organizationClarificationCandidates) ??
resolveOrganizationSelectionFromMessage(repairedRawUserMessage, organizationClarificationCandidates) ??
resolveOrganizationSelectionFromMessage(effectiveAddressUserMessage, organizationClarificationCandidates) ??
resolveOrganizationSelectionFromMessage(repairedEffectiveAddressUserMessage, organizationClarificationCandidates) ??
(organizationClarificationSelectionFromScope &&
organizationClarificationCandidates.some((candidate) => normalizeOrganizationScopeValue(candidate) === organizationClarificationSelectionFromScope)
? organizationClarificationSelectionFromScope
: null);
const metaSignals = resolveMetaSignalSet({
rawUserMessage,
repairedRawUserMessage,
effectiveAddressUserMessage,
repairedEffectiveAddressUserMessage
});
const dataScopeMetaQuery = metaSignals.dataScopeMetaQuery;
const capabilityMetaQuery = metaSignals.capabilityMetaQuery;
const dataRetrievalSignal = hasDataRetrievalRequestSignal(rawUserMessage) ||
hasDataRetrievalRequestSignal(repairedRawUserMessage) ||
hasDataRetrievalRequestSignal(effectiveAddressUserMessage) ||
hasDataRetrievalRequestSignal(repairedEffectiveAddressUserMessage);
const aggregateBusinessAnalyticsSignal = hasAggregateBusinessAnalyticsSignal(rawUserMessage) ||
hasAggregateBusinessAnalyticsSignal(repairedRawUserMessage) ||
hasAggregateBusinessAnalyticsSignal(effectiveAddressUserMessage) ||
hasAggregateBusinessAnalyticsSignal(repairedEffectiveAddressUserMessage);
const standaloneAddressTopicSignal = hasStandaloneAddressTopicSignal(rawUserMessage) ||
hasStandaloneAddressTopicSignal(repairedRawUserMessage) ||
hasStandaloneAddressTopicSignal(effectiveAddressUserMessage) ||
hasStandaloneAddressTopicSignal(repairedEffectiveAddressUserMessage);
const openContractsAddressSignal = hasOpenContractsAddressSignal(rawUserMessage) ||
hasOpenContractsAddressSignal(repairedRawUserMessage) ||
hasOpenContractsAddressSignal(effectiveAddressUserMessage) ||
hasOpenContractsAddressSignal(repairedEffectiveAddressUserMessage);
const modeSample = repairedEffectiveAddressUserMessage || effectiveAddressUserMessage;
const modeDetection = detectAddressQuestionMode(modeSample);
const modeDetectionRaw = detectAddressQuestionMode(repairedRawUserMessage || rawUserMessage);
const resolvedModeDetection = modeDetection.mode === "address_query" ? modeDetection : modeDetectionRaw;
const intentResolution = resolveAddressIntent(modeSample);
const intentResolutionRaw = resolveAddressIntent(repairedRawUserMessage || rawUserMessage);
const resolvedIntentResolution = intentResolution.intent !== "unknown" ? intentResolution : intentResolutionRaw;
const llmContractIntent = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.intent);
const llmPreDecomposeReason = toNonEmptyString(llmPreDecomposeMeta?.reason);
const llmRuntimeUnavailableDetected = Boolean(llmPreDecomposeReason &&
/(?:openai\s+api\s+key\s+is\s+missing|api\s+key\s+is\s+missing|missing\s+api\s+key|authentication)/iu.test(llmPreDecomposeReason));
const semanticExtractionContract = llmPreDecomposeMeta?.semanticExtractionContract &&
typeof llmPreDecomposeMeta.semanticExtractionContract === "object"
? llmPreDecomposeMeta.semanticExtractionContract
: null;
const semanticContractValid = semanticExtractionContract?.valid !== false;
const semanticApplyCanonicalRecommended = semanticExtractionContract?.apply_canonical_recommended !== false;
const semanticReasonCodes = Array.isArray(semanticExtractionContract?.reason_codes)
? semanticExtractionContract.reason_codes
: [];
const strictDeepInvestigationCueDetected = hasStrictDeepInvestigationCue(rawUserMessage) ||
hasStrictDeepInvestigationCue(repairedRawUserMessage) ||
hasStrictDeepInvestigationCue(effectiveAddressUserMessage) ||
hasStrictDeepInvestigationCue(repairedEffectiveAddressUserMessage);
const strictDeepInvestigationBypassAllowed = shouldBypassStrictDeepInvestigationCueForAddressIntent(resolvedIntentResolution.intent) ||
shouldBypassStrictDeepInvestigationCueForAddressIntent(llmContractIntent);
const keepAddressLaneByIntent = semanticApplyCanonicalRecommended &&
Boolean((resolvedIntentResolution.intent && ADDRESS_INTENTS_KEEP_ADDRESS_LANE.has(resolvedIntentResolution.intent)) ||
(llmContractIntent && ADDRESS_INTENTS_KEEP_ADDRESS_LANE.has(llmContractIntent)) ||
openContractsAddressSignal) &&
(!strictDeepInvestigationCueDetected || strictDeepInvestigationBypassAllowed);
const strongDataSignal = hasStrongDataIntentSignal(rawUserMessage) ||
hasStrongDataIntentSignal(repairedRawUserMessage) ||
hasStrongDataIntentSignal(effectiveAddressUserMessage) ||
hasStrongDataIntentSignal(repairedEffectiveAddressUserMessage) ||
hasAccountingSignal(rawUserMessage) ||
hasAccountingSignal(repairedRawUserMessage) ||
hasAccountingSignal(effectiveAddressUserMessage) ||
hasAccountingSignal(repairedEffectiveAddressUserMessage) ||
hasDataRetrievalRequestSignal(rawUserMessage) ||
hasDataRetrievalRequestSignal(repairedRawUserMessage);
const llmContractMode = toNonEmptyString(llmPreDecomposeMeta?.predecomposeContract?.mode);
const llmFirstAddressCandidate = Boolean(llmContractMode === "address_query" && llmContractIntent && llmContractIntent !== "unknown");
const llmFirstUnsupportedCandidate = Boolean(llmContractMode === "unsupported" &&
(!llmContractIntent || llmContractIntent === "unknown"));
const dangerOrCoercionSignal = hasDangerOrCoercionSignal(rawUserMessage) ||
hasDangerOrCoercionSignal(repairedRawUserMessage) ||
hasDangerOrCoercionSignal(effectiveAddressUserMessage) ||
hasDangerOrCoercionSignal(repairedEffectiveAddressUserMessage);
const explicitAddressFollowupSignal = hasAddressFollowupContextSignal(rawUserMessage) ||
hasAddressFollowupContextSignal(repairedRawUserMessage) ||
hasAddressFollowupContextSignal(effectiveAddressUserMessage) ||
hasAddressFollowupContextSignal(repairedEffectiveAddressUserMessage) ||
hasShortDebtMirrorFollowupSignal(rawUserMessage) ||
hasShortDebtMirrorFollowupSignal(repairedRawUserMessage) ||
hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage);
const followupPreviousIntent = toNonEmptyString(followupContext?.previous_intent);
const followupPreviousFilters = followupContext?.previous_filters && typeof followupContext.previous_filters === "object"
? followupContext.previous_filters
: null;
const protectedInventoryShortFollowup = Boolean(followupContext &&
(isInventorySelectedObjectIntent(followupPreviousIntent) ||
(followupPreviousIntent === "inventory_on_hand_as_of_date" &&
(toNonEmptyString(followupContext.previous_anchor_type) === "item" ||
toNonEmptyString(followupContext.previous_anchor_value) ||
toNonEmptyString(followupPreviousFilters?.item)))) &&
(hasShortInventoryObjectFollowupSignal(rawUserMessage) ||
hasShortInventoryObjectFollowupSignal(repairedRawUserMessage) ||
hasShortInventoryObjectFollowupSignal(effectiveAddressUserMessage) ||
hasShortInventoryObjectFollowupSignal(repairedEffectiveAddressUserMessage)));
const organizationClarificationContinuationDetected = Boolean(followupContext &&
lastOrganizationClarificationDebug &&
organizationClarificationSelection &&
!dataScopeMetaQuery &&
!capabilityMetaQuery &&
!dataRetrievalSignal);
const effectiveAddressFollowupSignal = explicitAddressFollowupSignal && !dangerOrCoercionSignal;
const deterministicNonDomainGuard = Boolean(!dataScopeMetaQuery &&
!capabilityMetaQuery &&
!dataRetrievalSignal &&
!effectiveAddressFollowupSignal &&
resolvedModeDetection.mode === "unsupported" &&
resolvedIntentResolution.intent === "unknown");
const nonDomainQueryIndexed = Boolean(!llmFirstAddressCandidate &&
deterministicNonDomainGuard &&
(llmFirstUnsupportedCandidate || llmContractMode === null) &&
!protectedInventoryShortFollowup &&
!organizationClarificationContinuationDetected);
const lastAddressAssistantDebug = sessionItems
? findLastAddressAssistantItem(sessionItems)?.debug ?? null
: null;
const memorySignals = resolveRouteMemorySignals({
rawUserMessage,
repairedRawUserMessage,
effectiveAddressUserMessage,
repairedEffectiveAddressUserMessage,
dataScopeMetaQuery,
capabilityMetaQuery,
dataRetrievalSignal,
strongDataSignal,
aggregateBusinessAnalyticsSignal,
lastGroundedAddressDebug,
hasPriorAddressDebug: Boolean(lastGroundedAddressDebug || lastAddressAssistantDebug)
});
const contextualHistoricalCapabilityFollowupDetected = memorySignals.contextualHistoricalCapabilityFollowupDetected;
const contextualMemoryRecapFollowupDetected = memorySignals.contextualMemoryRecapFollowupDetected;
const hardMetaMode = resolveHardMetaMode({
dataScopeMetaQuery,
capabilityMetaQuery,
dataRetrievalSignal
});
if (hardMetaMode === "data_scope") {
return {
runAddressLane: false,
toolGateDecision: "skip_address_lane",
toolGateReason: "assistant_data_scope_query_detected",
livingMode: "chat",
livingReason: "assistant_data_scope_query_detected",
orchestrationContract: {
schema_version: "assistant_orchestration_contract_v1",
hard_meta_mode: "data_scope",
address_mode: resolvedModeDetection.mode,
address_mode_confidence: resolvedModeDetection.confidence,
address_intent: resolvedIntentResolution.intent,
address_intent_confidence: resolvedIntentResolution.confidence,
strong_data_signal_detected: strongDataSignal,
data_retrieval_signal_detected: dataRetrievalSignal,
followup_context_detected: Boolean(followupContext),
unsupported_address_intent_fallback_to_deep: false,
final_decision: {
run_address_lane: false,
tool_gate_decision: "skip_address_lane",
tool_gate_reason: "assistant_data_scope_query_detected",
living_mode: "chat",
living_reason: "assistant_data_scope_query_detected"
}
}
};
}
if (hardMetaMode === "capability") {
if (contextualHistoricalCapabilityFollowupDetected) {
return {
runAddressLane: false,
toolGateDecision: "skip_address_lane",
toolGateReason: "inventory_history_capability_followup_detected",
livingMode: "chat",
livingReason: "inventory_history_capability_followup_detected",
orchestrationContract: {
schema_version: "assistant_orchestration_contract_v1",
hard_meta_mode: "capability",
address_mode: resolvedModeDetection.mode,
address_mode_confidence: resolvedModeDetection.confidence,
address_intent: resolvedIntentResolution.intent,
address_intent_confidence: resolvedIntentResolution.confidence,
strong_data_signal_detected: strongDataSignal,
data_retrieval_signal_detected: dataRetrievalSignal,
followup_context_detected: Boolean(followupContext || lastGroundedAddressDebug),
unsupported_address_intent_fallback_to_deep: false,
final_decision: {
run_address_lane: false,
tool_gate_decision: "skip_address_lane",
tool_gate_reason: "inventory_history_capability_followup_detected",
living_mode: "chat",
living_reason: "inventory_history_capability_followup_detected"
}
}
};
}
return {
runAddressLane: false,
toolGateDecision: "skip_address_lane",
toolGateReason: "assistant_capability_query_detected",
livingMode: "chat",
livingReason: "assistant_capability_query_detected",
orchestrationContract: {
schema_version: "assistant_orchestration_contract_v1",
hard_meta_mode: "capability",
address_mode: resolvedModeDetection.mode,
address_mode_confidence: resolvedModeDetection.confidence,
address_intent: resolvedIntentResolution.intent,
address_intent_confidence: resolvedIntentResolution.confidence,
strong_data_signal_detected: strongDataSignal,
data_retrieval_signal_detected: dataRetrievalSignal,
followup_context_detected: Boolean(followupContext),
unsupported_address_intent_fallback_to_deep: false,
final_decision: {
run_address_lane: false,
tool_gate_decision: "skip_address_lane",
tool_gate_reason: "assistant_capability_query_detected",
living_mode: "chat",
living_reason: "assistant_capability_query_detected"
}
}
};
}
if (nonDomainQueryIndexed) {
if (contextualMemoryRecapFollowupDetected) {
return {
runAddressLane: false,
toolGateDecision: "skip_address_lane",
toolGateReason: "memory_recap_followup_detected",
livingMode: "chat",
livingReason: "memory_recap_followup_detected",
orchestrationContract: {
schema_version: "assistant_orchestration_contract_v1",
hard_meta_mode: "non_domain",
address_mode: resolvedModeDetection.mode,
address_mode_confidence: resolvedModeDetection.confidence,
address_intent: resolvedIntentResolution.intent,
address_intent_confidence: resolvedIntentResolution.confidence,
strong_data_signal_detected: strongDataSignal,
data_retrieval_signal_detected: dataRetrievalSignal,
followup_context_detected: Boolean(followupContext || lastGroundedAddressDebug),
unsupported_address_intent_fallback_to_deep: false,
final_decision: {
run_address_lane: false,
tool_gate_decision: "skip_address_lane",
tool_gate_reason: "memory_recap_followup_detected",
living_mode: "chat",
living_reason: "memory_recap_followup_detected"
}
}
};
}
return {
runAddressLane: false,
toolGateDecision: "skip_address_lane",
toolGateReason: "non_domain_query_indexed",
livingMode: "chat",
livingReason: "non_domain_query_indexed",
orchestrationContract: {
schema_version: "assistant_orchestration_contract_v1",
hard_meta_mode: "non_domain",
address_mode: resolvedModeDetection.mode,
address_mode_confidence: resolvedModeDetection.confidence,
address_intent: resolvedIntentResolution.intent,
address_intent_confidence: resolvedIntentResolution.confidence,
strong_data_signal_detected: strongDataSignal,
data_retrieval_signal_detected: dataRetrievalSignal,
followup_context_detected: Boolean(followupContext),
unsupported_address_intent_fallback_to_deep: false,
final_decision: {
run_address_lane: false,
tool_gate_decision: "skip_address_lane",
tool_gate_reason: "non_domain_query_indexed",
living_mode: "chat",
living_reason: "non_domain_query_indexed"
}
}
};
}
const metaAnswerFollowupSignal = metaSignals.metaAnswerFollowupSignal;
const baseToolGate = resolveAddressToolGateDecision(effectiveAddressUserMessage, followupContext, llmPreDecomposeMeta, rawUserMessage);
const preserveAddressLaneSignal = Boolean((llmPreDecomposeMeta?.llmCanonicalCandidateDetected &&
llmPreDecomposeMeta?.applied &&
llmContractMode === "address_query") ||
hasSameDateAccountFollowupSignalForPredecompose(rawUserMessage) ||
hasSameDateAccountFollowupSignalForPredecompose(effectiveAddressUserMessage) ||
hasSameDateAccountFollowupSignalForPredecompose(repairedRawUserMessage) ||
hasSameDateAccountFollowupSignalForPredecompose(repairedEffectiveAddressUserMessage) ||
hasLooseAllTimeAddressLookupSignal(rawUserMessage) ||
hasLooseAllTimeAddressLookupSignal(effectiveAddressUserMessage) ||
hasLooseAllTimeAddressLookupSignal(repairedRawUserMessage) ||
hasLooseAllTimeAddressLookupSignal(repairedEffectiveAddressUserMessage) ||
hasAddressFollowupContextSignal(rawUserMessage) ||
hasAddressFollowupContextSignal(effectiveAddressUserMessage) ||
hasAddressFollowupContextSignal(repairedRawUserMessage) ||
hasAddressFollowupContextSignal(repairedEffectiveAddressUserMessage) ||
hasShortDebtMirrorFollowupSignal(rawUserMessage) ||
hasShortDebtMirrorFollowupSignal(effectiveAddressUserMessage) ||
hasShortDebtMirrorFollowupSignal(repairedRawUserMessage) ||
hasShortDebtMirrorFollowupSignal(repairedEffectiveAddressUserMessage));
const supportedAddressIntentDetected = (!strictDeepInvestigationCueDetected || strictDeepInvestigationBypassAllowed) &&
Boolean((resolvedIntentResolution.intent && ADDRESS_INTENTS_KEEP_ADDRESS_LANE.has(resolvedIntentResolution.intent)) ||
(llmContractIntent && ADDRESS_INTENTS_KEEP_ADDRESS_LANE.has(llmContractIntent)) ||
openContractsAddressSignal);
const semanticGuardHints = semanticExtractionContract?.guard_hints &&
typeof semanticExtractionContract.guard_hints === "object"
? semanticExtractionContract.guard_hints
: null;
const semanticExtraction = semanticExtractionContract?.extraction &&
typeof semanticExtractionContract.extraction === "object"
? semanticExtractionContract.extraction
: null;
const semanticDeepInvestigationHintDetected = semanticGuardHints?.deep_investigation_signal_detected === true;
const semanticAggregateShapeDetected = semanticExtraction?.query_shape === "AGGREGATE_LOOKUP" ||
semanticExtraction?.aggregation_profile === "management_profile";
const rootContextOnlyFollowup = Boolean(followupContext && followupContext.root_context_only === true);
const followupSemanticOverrideToDeepAllowed = Boolean(followupContext &&
!supportedAddressIntentDetected &&
(rootContextOnlyFollowup ||
llmContractMode === "unsupported" ||
semanticAggregateShapeDetected ||
semanticDeepInvestigationHintDetected ||
!semanticApplyCanonicalRecommended));
const unsupportedIntentOrMode = (resolvedModeDetection.mode !== "address_query" && resolvedIntentResolution.intent === "unknown") ||
llmContractMode === "unsupported" ||
(rootContextOnlyFollowup &&
resolvedIntentResolution.intent === "unknown" &&
(!llmContractIntent || llmContractIntent === "unknown"));
const unsupportedAddressIntentFallbackToDeep = Boolean(baseToolGate?.runAddressLane &&
!llmRuntimeUnavailableDetected &&
unsupportedIntentOrMode &&
strongDataSignal &&
(rootContextOnlyFollowup ||
llmContractMode === "deep_analysis" ||
!dataRetrievalSignal ||
strictDeepInvestigationCueDetected ||
semanticDeepInvestigationHintDetected ||
aggregateBusinessAnalyticsSignal) &&
!preserveAddressLaneSignal &&
!keepAddressLaneByIntent &&
!supportedAddressIntentDetected &&
(!followupContext || followupSemanticOverrideToDeepAllowed));
const deepAnalysisPreferenceDetected = Boolean(hasDeepAnalysisPreferenceSignal(rawUserMessage) ||
hasDeepAnalysisPreferenceSignal(repairedRawUserMessage) ||
hasDeepAnalysisPreferenceSignal(effectiveAddressUserMessage) ||
hasDeepAnalysisPreferenceSignal(repairedEffectiveAddressUserMessage) ||
hasDirectDeepAnalysisSignal(rawUserMessage) ||
hasDirectDeepAnalysisSignal(repairedRawUserMessage) ||
hasDirectDeepAnalysisSignal(effectiveAddressUserMessage) ||
hasDirectDeepAnalysisSignal(repairedEffectiveAddressUserMessage));
const vatExplainFollowupSignal = Boolean(followupContext &&
toNonEmptyString(followupContext.previous_intent) === "vat_payable_forecast" &&
/(?:\u043f\u043e\u0447\u0435\u043c\u0443|why).*(?:\u043f\u0440\u043e\u0433\u043d\u043e\u0437|forecast).*(?:\u0443\u043f\u043b\u0430\u0442|payable|\b0\b)/iu.test(compactWhitespace(`${repairedRawUserMessage} ${repairedEffectiveAddressUserMessage}`)));
const vatEvaluativeFollowupSignal = Boolean(followupContext &&
toNonEmptyString(followupContext.previous_intent) === "vat_payable_forecast" &&
/(?:^|\s)(?:это\s+)?много\s+или\s+мало(?:\?|$)|(?:^|\s)(?:это\s+)?нормально(?:\?|$)|(?:^|\s)(?:это\s+)?плохо(?:\?|$)|(?:^|\s)(?:это\s+)?хорошо(?:\?|$)/iu.test(compactWhitespace(`${repairedRawUserMessage} ${repairedEffectiveAddressUserMessage}`)));
const deepAnalysisSignalFallbackToDeep = Boolean(baseToolGate?.runAddressLane &&
!llmRuntimeUnavailableDetected &&
(deepAnalysisPreferenceDetected || semanticDeepInvestigationHintDetected) &&
!keepAddressLaneByIntent &&
!supportedAddressIntentDetected &&
!vatExplainFollowupSignal &&
(!followupContext || !dataRetrievalSignal || followupSemanticOverrideToDeepAllowed));
const aggregateAnalyticsFallbackToDeep = Boolean(baseToolGate?.runAddressLane &&
!llmRuntimeUnavailableDetected &&
aggregateBusinessAnalyticsSignal &&
!keepAddressLaneByIntent &&
!supportedAddressIntentDetected &&
(!followupContext ||
llmContractMode === "unsupported" ||
semanticAggregateShapeDetected ||
!semanticApplyCanonicalRecommended ||
standaloneAddressTopicSignal));
const deepSessionContinuationFallbackToDeep = Boolean(!followupContext &&
baseToolGate?.runAddressLane &&
!llmRuntimeUnavailableDetected &&
hasDeepSessionContinuationSignal({
rawUserMessage,
repairedRawUserMessage,
effectiveAddressUserMessage,
repairedEffectiveAddressUserMessage,
sessionItems
}));
const hasPriorAddressAnswerContext = Boolean(lastGroundedAddressDebug || toNonEmptyString(followupContext?.previous_intent));
const metaFollowupOverGroundedAnswer = isMetaFollowupOverGroundedAnswer({
followupContext,
hasPriorAddressAnswerContext,
metaAnswerFollowupSignal,
vatEvaluativeFollowupSignal,
dataScopeMetaQuery,
capabilityMetaQuery,
aggregateBusinessAnalyticsSignal,
dataRetrievalSignal,
strongDataSignal,
resolvedMode: resolvedModeDetection.mode,
resolvedIntent: resolvedIntentResolution.intent,
llmContractIntent,
llmContractMode
});
let runAddressLane = Boolean(baseToolGate?.runAddressLane);
let toolGateDecision = String(baseToolGate?.decision ?? "skip_address_lane");
let toolGateReason = String(baseToolGate?.reason ?? "no_address_signal_after_l0");
if (unsupportedAddressIntentFallbackToDeep) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "address_signal_unsupported_intent_fallback_to_deep";
}
if (deepAnalysisSignalFallbackToDeep && !unsupportedAddressIntentFallbackToDeep) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "deep_analysis_signal_fallback_to_deep";
}
if (aggregateAnalyticsFallbackToDeep &&
!unsupportedAddressIntentFallbackToDeep &&
!deepAnalysisSignalFallbackToDeep) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "aggregate_analytics_signal_fallback_to_deep";
}
if (deepSessionContinuationFallbackToDeep) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "deep_session_continuation_fallback_to_deep";
}
if (metaFollowupOverGroundedAnswer) {
runAddressLane = false;
toolGateDecision = "skip_address_lane";
toolGateReason = "meta_followup_over_grounded_answer";
}
let livingDecision = resolveLivingAssistantModeDecision({
userMessage: rawUserMessage,
addressLaneTriggered: runAddressLane,
useMock,
predecomposeMode: llmPreDecomposeMeta?.predecomposeContract?.mode ?? null,
predecomposeModeConfidence: llmPreDecomposeMeta?.predecomposeContract?.mode_confidence ?? null
});
if (unsupportedAddressIntentFallbackToDeep) {
livingDecision = {
mode: "deep_analysis",
reason: "unsupported_address_intent_fallback_to_deep"
};
}
if (deepAnalysisSignalFallbackToDeep && !unsupportedAddressIntentFallbackToDeep) {
livingDecision = {
mode: "deep_analysis",
reason: "deep_analysis_signal_fallback_to_deep"
};
}
if (aggregateAnalyticsFallbackToDeep &&
!unsupportedAddressIntentFallbackToDeep &&
!deepAnalysisSignalFallbackToDeep) {
livingDecision = {
mode: "deep_analysis",
reason: "aggregate_analytics_signal_fallback_to_deep"
};
}
if (deepSessionContinuationFallbackToDeep) {
livingDecision = {
mode: "deep_analysis",
reason: "deep_session_continuation_fallback_to_deep"
};
}
if (metaFollowupOverGroundedAnswer) {
livingDecision = {
mode: "chat",
reason: "meta_followup_over_grounded_answer"
};
}
return {
runAddressLane,
toolGateDecision,
toolGateReason,
livingMode: livingDecision.mode,
livingReason: livingDecision.reason,
orchestrationContract: {
schema_version: "assistant_orchestration_contract_v1",
hard_meta_mode: null,
address_mode: resolvedModeDetection.mode,
address_mode_confidence: resolvedModeDetection.confidence,
address_intent: resolvedIntentResolution.intent,
address_intent_confidence: resolvedIntentResolution.confidence,
strong_data_signal_detected: strongDataSignal,
data_retrieval_signal_detected: dataRetrievalSignal,
semantic_contract_valid: semanticContractValid,
semantic_apply_canonical_recommended: semanticApplyCanonicalRecommended,
semantic_reason_codes: semanticReasonCodes,
semantic_route_arbitration: {
supported_address_intent_detected: supportedAddressIntentDetected,
strict_deep_investigation_bypass_allowed: strictDeepInvestigationBypassAllowed,
semantic_deep_investigation_hint_detected: semanticDeepInvestigationHintDetected,
semantic_aggregate_shape_detected: semanticAggregateShapeDetected,
followup_semantic_override_to_deep_allowed: followupSemanticOverrideToDeepAllowed
},
followup_context_detected: Boolean(followupContext),
unsupported_address_intent_fallback_to_deep: unsupportedAddressIntentFallbackToDeep,
deep_analysis_signal_fallback_to_deep: deepAnalysisSignalFallbackToDeep,
aggregate_analytics_signal_fallback_to_deep: aggregateAnalyticsFallbackToDeep,
deep_session_continuation_fallback_to_deep: deepSessionContinuationFallbackToDeep,
final_decision: {
run_address_lane: runAddressLane,
tool_gate_decision: toolGateDecision,
tool_gate_reason: toolGateReason,
living_mode: livingDecision.mode,
living_reason: livingDecision.reason
}
}
};
}
return {
resolveAssistantOrchestrationDecision
};
}