mirror of
https://github.com/OpenSquawk/OpenSquawk
synced 2026-08-09 02:56:02 +08:00
Enable flow-aware decision routing
This commit is contained in:
@@ -1,16 +1,29 @@
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import { randomUUID } from 'node:crypto'
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import type {
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DecisionComparisonOperator,
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DecisionNodeAutoTrigger,
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DecisionNodeCondition,
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DecisionNodeLayout,
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DecisionNodeLLMPlaceholder,
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DecisionNodeLLMTemplate,
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DecisionNodeMetadata,
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DecisionNodeTrigger,
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DecisionNodeTransition,
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} from '~~/shared/types/decision'
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const TRANSITION_TYPES = new Set(['next', 'ok', 'bad', 'timer', 'auto', 'interrupt', 'return'])
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const AUTO_TRIGGER_TYPES = new Set(['telemetry', 'variable', 'expression'])
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const NODE_TRIGGER_TYPES = new Set(['auto_time', 'auto_variable', 'regex', 'none'])
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const NODE_CONDITION_TYPES = new Set(['variable_value', 'regex', 'regex_not'])
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const COMPARISON_OPERATORS = new Set(['>', '>=', '<', '<=', '==', '!='])
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const TELEMETRY_PARAMETERS = new Set([
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'altitude_ft',
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'speed_kts',
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'groundspeed_kts',
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'vertical_speed_fpm',
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'heading_deg',
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'distance_nm',
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])
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function asTrimmedString(input: any): string | undefined {
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if (typeof input === 'string') {
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@@ -43,6 +56,42 @@ function asBoolean(input: any, fallback: boolean): boolean {
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return fallback
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}
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function asComparisonOperatorValue(input: any, fallback: DecisionComparisonOperator = '=='): DecisionComparisonOperator {
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const operator = asTrimmedString(input)
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if (operator && COMPARISON_OPERATORS.has(operator)) {
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return operator as DecisionComparisonOperator
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}
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return fallback
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}
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function asTelemetryParameter(
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input: any,
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fallback: NonNullable<DecisionNodeAutoTrigger['parameter']> = 'altitude_ft'
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): NonNullable<DecisionNodeAutoTrigger['parameter']> {
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const parameter = asTrimmedString(input)
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if (parameter && TELEMETRY_PARAMETERS.has(parameter)) {
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return parameter as NonNullable<DecisionNodeAutoTrigger['parameter']>
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}
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return fallback
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}
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function asTelemetryValue(input: any, fallback: number | string = 0): number | string {
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const numeric = asNumber(input)
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if (typeof numeric === 'number') return numeric
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const stringValue = asTrimmedString(input)
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if (stringValue !== undefined) return stringValue
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return fallback
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}
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function asVariableValue(input: any, fallback: number | string | boolean = ''): number | string | boolean {
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const numeric = asNumber(input)
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if (typeof numeric === 'number') return numeric
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if (typeof input === 'boolean') return input
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const stringValue = asTrimmedString(input)
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if (stringValue !== undefined) return stringValue
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return fallback
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}
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export function sanitizeLayout(raw: any): DecisionNodeLayout | undefined {
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if (!raw || typeof raw !== 'object') return undefined
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const x = asNumber(raw.x) ?? 0
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@@ -133,70 +182,97 @@ export function sanitizeLLMTemplate(raw: any): DecisionNodeLLMTemplate | undefin
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}
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export function sanitizeAutoTrigger(raw: any): DecisionNodeAutoTrigger | undefined {
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if (!raw || typeof raw !== 'object') return undefined
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const type = asTrimmedString(raw.type)
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if (!type || !AUTO_TRIGGER_TYPES.has(type)) {
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throw new Error('Invalid auto trigger type')
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}
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const payload = raw && typeof raw === 'object' ? raw : {}
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const type = asTrimmedString(payload.type)
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const normalizedType =
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type && AUTO_TRIGGER_TYPES.has(type) ? (type as DecisionNodeAutoTrigger['type']) : 'expression'
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const trigger: DecisionNodeAutoTrigger = {
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id: asTrimmedString(raw.id) || `auto_${randomUUID()}`,
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type: type as DecisionNodeAutoTrigger['type'],
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id: asTrimmedString(payload.id) || `auto_${randomUUID()}`,
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type: normalizedType,
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}
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if (type === 'expression') {
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const expression = asTrimmedString(raw.expression)
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if (!expression) {
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throw new Error('Expression trigger requires an expression')
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}
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trigger.expression = expression
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} else if (type === 'telemetry') {
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const parameter = asTrimmedString(raw.parameter)
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if (!parameter) {
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throw new Error('Telemetry trigger requires a parameter')
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}
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trigger.parameter = parameter as DecisionNodeAutoTrigger['parameter']
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const operator = asTrimmedString(raw.operator)
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if (!operator || !COMPARISON_OPERATORS.has(operator)) {
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throw new Error('Telemetry trigger requires a valid operator')
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}
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trigger.operator = operator as DecisionNodeAutoTrigger['operator']
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const value = raw.value !== undefined ? raw.value : undefined
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if (value === undefined) {
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throw new Error('Telemetry trigger requires a value')
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}
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const numericValue = asNumber(value)
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trigger.value = numericValue !== undefined ? numericValue : value
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const unit = asTrimmedString(raw.unit)
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if (normalizedType === 'expression') {
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trigger.expression = asTrimmedString(payload.expression) ?? ''
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} else if (normalizedType === 'telemetry') {
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trigger.parameter = asTelemetryParameter(payload.parameter)
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trigger.operator = asComparisonOperatorValue(payload.operator)
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trigger.value = asTelemetryValue(payload.value, 0)
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const unit = asTrimmedString(payload.unit)
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if (unit) trigger.unit = unit
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} else if (type === 'variable') {
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const variable = asTrimmedString(raw.variable)
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if (!variable) {
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throw new Error('Variable trigger requires a variable path')
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}
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trigger.variable = variable
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const operator = asTrimmedString(raw.operator)
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if (!operator || !COMPARISON_OPERATORS.has(operator)) {
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throw new Error('Variable trigger requires a valid operator')
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}
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trigger.operator = operator as DecisionNodeAutoTrigger['operator']
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const value = raw.value !== undefined ? raw.value : undefined
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if (value === undefined) {
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throw new Error('Variable trigger requires a value')
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}
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const numericValue = asNumber(value)
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trigger.value = numericValue !== undefined ? numericValue : value
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} else if (normalizedType === 'variable') {
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trigger.variable = asTrimmedString(payload.variable) ?? ''
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trigger.operator = asComparisonOperatorValue(payload.operator)
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trigger.value = asVariableValue(payload.value, '')
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}
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if (raw.once !== undefined) {
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trigger.once = asBoolean(raw.once, true)
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}
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const delayMs = asNumber(raw.delayMs)
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trigger.once = asBoolean(payload.once, true)
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const delayMs = asNumber(payload.delayMs)
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if (typeof delayMs === 'number') trigger.delayMs = delayMs
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const description = asTrimmedString(raw.description)
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const description = asTrimmedString(payload.description)
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if (description) trigger.description = description
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return trigger
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}
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export function sanitizeNodeTrigger(raw: any, index = 0): DecisionNodeTrigger {
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const payload = raw && typeof raw === 'object' ? raw : {}
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const type = asTrimmedString(payload.type)
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const normalizedType =
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type && NODE_TRIGGER_TYPES.has(type) ? (type as DecisionNodeTrigger['type']) : 'none'
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const trigger: DecisionNodeTrigger = {
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id: asTrimmedString(payload.id) || `trigger_${randomUUID()}`,
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type: normalizedType,
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order: typeof payload.order === 'number' ? payload.order : index,
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}
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if (trigger.type === 'auto_time') {
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trigger.delaySeconds = asNumber(payload.delaySeconds) ?? 0
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} else if (trigger.type === 'auto_variable') {
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trigger.variable = asTrimmedString(payload.variable) ?? ''
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trigger.operator = asComparisonOperatorValue(payload.operator)
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trigger.value = asVariableValue(payload.value, '')
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} else if (trigger.type === 'regex') {
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trigger.pattern = asTrimmedString(payload.pattern) ?? ''
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trigger.patternFlags = asTrimmedString(payload.patternFlags) ?? ''
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}
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const description = asTrimmedString(payload.description)
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if (description) trigger.description = description
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return trigger
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}
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export function sanitizeNodeCondition(raw: any, index = 0): DecisionNodeCondition {
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const payload = raw && typeof raw === 'object' ? raw : {}
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const type = asTrimmedString(payload.type)
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const normalizedType =
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type && NODE_CONDITION_TYPES.has(type)
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? (type as DecisionNodeCondition['type'])
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: 'variable_value'
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const condition: DecisionNodeCondition = {
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id: asTrimmedString(payload.id) || `condition_${randomUUID()}`,
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type: normalizedType,
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order: typeof payload.order === 'number' ? payload.order : index,
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}
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const description = asTrimmedString(payload.description)
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if (description) condition.description = description
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if (condition.type === 'variable_value') {
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condition.variable = asTrimmedString(payload.variable) ?? ''
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condition.operator = asComparisonOperatorValue(payload.operator)
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condition.value = asVariableValue(payload.value, '')
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} else {
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condition.pattern = asTrimmedString(payload.pattern) ?? ''
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condition.patternFlags = asTrimmedString(payload.patternFlags) ?? ''
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}
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return condition
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}
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export function sanitizeTransition(raw: any, index = 0): DecisionNodeTransition {
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if (!raw || typeof raw !== 'object') {
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throw new Error('Invalid transition payload')
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@@ -2,6 +2,8 @@
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import OpenAI from 'openai'
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import {spellIcaoDigits, toIcaoPhonetic} from '../../shared/utils/radioSpeech'
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import type {LLMDecision, LLMDecisionInput} from '../../shared/types/llm'
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import type { DecisionNodeCondition, DecisionNodeTrigger, RuntimeDecisionState, RuntimeDecisionSystem } from '../../shared/types/decision'
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import { buildRuntimeDecisionSystem } from '../services/decisionFlowService'
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import {getServerRuntimeConfig} from './runtimeConfig'
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let openaiClient: OpenAI | null = null
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@@ -200,6 +202,319 @@ function fallbackNextState(input: LLMDecisionInput): string {
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return input.candidates[0]?.id || input.state_id || 'GEN_NO_REPLY'
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}
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interface IndexedStateEntry {
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flow: string
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state: RuntimeDecisionState
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}
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interface DecisionCandidate {
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id: string
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flow: string
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state: RuntimeDecisionState
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}
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interface PreparedCandidateResult {
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filteredCandidates: DecisionCandidate[]
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candidateFlowMap: Map<string, string>
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activeFlowSlug: string
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}
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const RUNTIME_CACHE_TTL_MS = 5_000
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let runtimeSystemCache: { system: RuntimeDecisionSystem; index: Map<string, IndexedStateEntry>; timestamp: number } | null = null
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function buildRuntimeIndex(system: RuntimeDecisionSystem): Map<string, IndexedStateEntry> {
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const index = new Map<string, IndexedStateEntry>()
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for (const [flowSlug, tree] of Object.entries(system.flows || {})) {
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const states = tree?.states || {}
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for (const [stateId, state] of Object.entries(states)) {
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index.set(stateId, { flow: flowSlug, state })
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}
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}
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return index
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}
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async function getRuntimeSystemIndex(): Promise<{ system: RuntimeDecisionSystem; index: Map<string, IndexedStateEntry> }> {
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const now = Date.now()
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if (!runtimeSystemCache || now - runtimeSystemCache.timestamp > RUNTIME_CACHE_TTL_MS) {
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const system = await buildRuntimeDecisionSystem()
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runtimeSystemCache = {
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system,
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index: buildRuntimeIndex(system),
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timestamp: now,
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}
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}
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return { system: runtimeSystemCache.system, index: runtimeSystemCache.index }
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}
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function evaluateRegexPattern(pattern: string | undefined, flags: string | undefined, value: string): boolean {
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const source = pattern?.trim()
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if (!source) {
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return false
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}
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const normalizedFlags = flags && flags.trim().length ? flags : 'i'
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try {
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const regex = new RegExp(source, normalizedFlags)
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return regex.test(value)
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} catch {
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return false
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}
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}
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function analyzeTriggers(triggers: DecisionNodeTrigger[] | undefined, utterance: string) {
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if (!Array.isArray(triggers) || triggers.length === 0) {
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return { matchesRegex: false, matchesNone: true }
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}
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let matchesRegex = false
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let hasNone = false
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for (const trigger of triggers) {
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if (!trigger) continue
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if (trigger.type === 'regex') {
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if (evaluateRegexPattern(trigger.pattern, trigger.patternFlags, utterance)) {
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matchesRegex = true
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}
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} else if (trigger.type === 'none') {
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hasNone = true
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}
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}
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if (!matchesRegex && !hasNone) {
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hasNone = true
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}
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return { matchesRegex, matchesNone: hasNone }
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}
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function normalizeComparable(value: any): any {
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if (typeof value === 'number') return value
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if (typeof value === 'boolean') return value
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if (typeof value === 'string') {
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const trimmed = value.trim()
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if (!trimmed.length) return ''
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const numeric = Number(trimmed)
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if (!Number.isNaN(numeric)) return numeric
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if (trimmed.toLowerCase() === 'true') return true
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if (trimmed.toLowerCase() === 'false') return false
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return trimmed
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}
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return value
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}
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function parseComparable(raw: any): any {
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if (typeof raw === 'number' || typeof raw === 'boolean') {
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return raw
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}
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if (typeof raw === 'string') {
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const trimmed = raw.trim()
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if (!trimmed.length) return ''
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const numeric = Number(trimmed)
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if (!Number.isNaN(numeric)) return numeric
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if (trimmed.toLowerCase() === 'true') return true
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if (trimmed.toLowerCase() === 'false') return false
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if (
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(trimmed.startsWith('"') && trimmed.endsWith('"')) ||
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(trimmed.startsWith('\'') && trimmed.endsWith('\''))
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) {
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return trimmed.slice(1, -1)
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}
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return trimmed
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}
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return raw
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}
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function compareValuesSafe(left: any, operator: string | undefined, right: any): boolean {
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const normalizedLeft = normalizeComparable(left)
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const normalizedRight = normalizeComparable(parseComparable(right))
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switch (operator) {
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case '>':
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return typeof normalizedLeft === 'number' && typeof normalizedRight === 'number'
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? normalizedLeft > normalizedRight
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: false
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case '>=':
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return typeof normalizedLeft === 'number' && typeof normalizedRight === 'number'
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? normalizedLeft >= normalizedRight
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: false
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case '<':
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return typeof normalizedLeft === 'number' && typeof normalizedRight === 'number'
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? normalizedLeft < normalizedRight
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: false
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case '<=':
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return typeof normalizedLeft === 'number' && typeof normalizedRight === 'number'
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? normalizedLeft <= normalizedRight
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: false
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case '!==':
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case '!=':
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return normalizedLeft !== normalizedRight
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case '===':
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case '==':
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default:
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return normalizedLeft === normalizedRight
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}
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}
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function resolveContextPath(
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path: string | undefined,
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context: { variables: Record<string, any>; flags: Record<string, any> }
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) {
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if (!path || typeof path !== 'string') return undefined
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const segments = path.split('.').map(segment => segment.trim()).filter(Boolean)
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if (!segments.length) return undefined
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let current: any
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const [first, ...rest] = segments
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if (first === 'variables' || first === 'flags') {
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current = (context as any)[first]
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} else {
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current = context.variables
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rest.unshift(first)
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}
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for (const segment of rest) {
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if (current == null) return undefined
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current = current[segment]
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}
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return current
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}
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function evaluateConditionEntry(
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condition: DecisionNodeCondition | undefined,
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context: { variables: Record<string, any>; flags: Record<string, any> },
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utterance: string
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): boolean {
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if (!condition) return true
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switch (condition.type) {
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case 'regex':
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return evaluateRegexPattern(condition.pattern, condition.patternFlags, utterance)
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case 'regex_not':
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return !evaluateRegexPattern(condition.pattern, condition.patternFlags, utterance)
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case 'variable_value':
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default: {
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const left = resolveContextPath(condition.variable, context)
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const operator = condition.operator || '=='
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return compareValuesSafe(left, operator, condition.value)
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}
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}
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}
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function evaluateConditionList(
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conditions: DecisionNodeCondition[] | undefined,
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context: { variables: Record<string, any>; flags: Record<string, any> },
|
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utterance: string
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||||
): boolean {
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if (!Array.isArray(conditions) || conditions.length === 0) {
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return true
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||||
}
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const ordered = [...conditions].sort((a, b) => (a?.order ?? 0) - (b?.order ?? 0))
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for (const condition of ordered) {
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if (!evaluateConditionEntry(condition, context, utterance)) {
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return false
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}
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}
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return true
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}
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|
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function filterDecisionCandidates(
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candidates: DecisionCandidate[],
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utterance: string,
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||||
context: { variables: Record<string, any>; flags: Record<string, any> }
|
||||
): DecisionCandidate[] {
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if (!candidates.length) {
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return []
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}
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||||
const regexMatches: DecisionCandidate[] = []
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||||
const noneMatches: DecisionCandidate[] = []
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for (const candidate of candidates) {
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const { matchesRegex, matchesNone } = analyzeTriggers(candidate.state?.triggers, utterance)
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if (matchesRegex) {
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||||
regexMatches.push(candidate)
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} else if (matchesNone) {
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noneMatches.push(candidate)
|
||||
}
|
||||
}
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||||
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||||
const pool = regexMatches.length > 0 ? regexMatches : noneMatches
|
||||
if (!pool.length) {
|
||||
return []
|
||||
}
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||||
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return pool.filter(candidate =>
|
||||
evaluateConditionList(candidate.state?.conditions, context, utterance)
|
||||
)
|
||||
}
|
||||
|
||||
async function prepareDecisionCandidates(
|
||||
input: LLMDecisionInput,
|
||||
utterance: string
|
||||
): Promise<PreparedCandidateResult> {
|
||||
const { system, index } = await getRuntimeSystemIndex()
|
||||
|
||||
let activeFlowSlug = input.flow_slug && system.flows[input.flow_slug]
|
||||
? input.flow_slug
|
||||
: undefined
|
||||
|
||||
if (!activeFlowSlug) {
|
||||
const entry = index.get(input.state_id)
|
||||
if (entry) {
|
||||
activeFlowSlug = entry.flow
|
||||
}
|
||||
}
|
||||
|
||||
if (!activeFlowSlug) {
|
||||
activeFlowSlug = system.main || Object.keys(system.flows)[0] || ''
|
||||
}
|
||||
|
||||
const uniqueCandidates = new Map<string, DecisionCandidate>()
|
||||
|
||||
const addCandidate = (candidate: DecisionCandidate | null | undefined) => {
|
||||
if (!candidate || !candidate.id || !candidate.state) return
|
||||
if (uniqueCandidates.has(candidate.id)) return
|
||||
uniqueCandidates.set(candidate.id, candidate)
|
||||
}
|
||||
|
||||
for (const raw of input.candidates || []) {
|
||||
if (!raw?.id) continue
|
||||
const indexed = index.get(raw.id)
|
||||
const flow = raw.flow || indexed?.flow || activeFlowSlug
|
||||
const state = indexed?.state ? { ...indexed.state } : raw.state
|
||||
if (!state) continue
|
||||
addCandidate({ id: raw.id, flow: flow || activeFlowSlug, state })
|
||||
}
|
||||
|
||||
for (const raw of input.candidates || []) {
|
||||
if (!raw?.id || !raw.state) continue
|
||||
if (!uniqueCandidates.has(raw.id)) {
|
||||
addCandidate({ id: raw.id, flow: raw.flow || activeFlowSlug, state: raw.state })
|
||||
}
|
||||
}
|
||||
|
||||
for (const [flowSlug, tree] of Object.entries(system.flows || {})) {
|
||||
const startStateId = tree.start_state
|
||||
if (!startStateId) continue
|
||||
const indexed = index.get(startStateId)
|
||||
if (!indexed) continue
|
||||
addCandidate({ id: startStateId, flow: flowSlug, state: { ...indexed.state } })
|
||||
}
|
||||
|
||||
const candidates = Array.from(uniqueCandidates.values())
|
||||
const context = { variables: input.variables || {}, flags: input.flags || {} }
|
||||
const filteredCandidates = filterDecisionCandidates(candidates, utterance, context)
|
||||
|
||||
const candidateFlowMap = new Map<string, string>()
|
||||
for (const candidate of filteredCandidates) {
|
||||
if (candidate.flow) {
|
||||
candidateFlowMap.set(candidate.id, candidate.flow)
|
||||
}
|
||||
}
|
||||
|
||||
return {
|
||||
filteredCandidates,
|
||||
candidateFlowMap,
|
||||
activeFlowSlug,
|
||||
}
|
||||
}
|
||||
|
||||
function resolveReadbackValue(key: string, input: LLMDecisionInput): string | null {
|
||||
const rawValue = input.variables?.[key]
|
||||
if (rawValue !== undefined && rawValue !== null) {
|
||||
@@ -329,8 +644,29 @@ export async function routeDecision(input: LLMDecisionInput): Promise<LLMDecisio
|
||||
const pilotUtterance = (input.pilot_utterance || '').trim()
|
||||
const pilotText = pilotUtterance.toLowerCase()
|
||||
const trace: LLMDecisionTrace = {calls: []}
|
||||
let candidateFlowMap = new Map<string, string>()
|
||||
let activeFlowSlug = input.flow_slug || ''
|
||||
|
||||
const prepared = await prepareDecisionCandidates(input, pilotUtterance)
|
||||
candidateFlowMap = prepared.candidateFlowMap
|
||||
if (prepared.activeFlowSlug) {
|
||||
activeFlowSlug = prepared.activeFlowSlug
|
||||
input.flow_slug = prepared.activeFlowSlug
|
||||
}
|
||||
input.candidates = prepared.filteredCandidates.map(candidate => ({
|
||||
id: candidate.id,
|
||||
state: candidate.state,
|
||||
flow: candidate.flow,
|
||||
}))
|
||||
|
||||
const finalize = (decision: LLMDecision): LLMDecisionResult => {
|
||||
const targetState = decision.next_state
|
||||
if (targetState) {
|
||||
const targetFlow = candidateFlowMap.get(targetState)
|
||||
if (targetFlow && targetFlow !== activeFlowSlug) {
|
||||
decision.activate_flow = targetFlow
|
||||
}
|
||||
}
|
||||
if (!trace.calls.length && !trace.fallback) {
|
||||
return {decision}
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user