import log from './logger'; import { WorkflowState, IntentResult } from './types'; export class DummyIntentMap { async query(prompt: string): Promise { log.debug(`Processing intent query for prompt: ${prompt}`); const intents: Record = { analyze: { confidence: 0.9, action: 'analysis' }, process: { confidence: 0.8, action: 'processing' }, transform: { confidence: 0.7, action: 'transformation' }, validate: { confidence: 0.85, action: 'validation' }, clean: { confidence: 0.85, action: 'cleaning' }, test: { confidence: 0.9, action: 'testOperation' }, operator1: { confidence: 0.9, action: 'operator1' }, operator2: { confidence: 0.9, action: 'operator2' } }; const matchedIntent = Object.entries(intents).find(([key]) => prompt.toLowerCase().includes(key) ); const result = matchedIntent ? matchedIntent[1] : { confidence: 0.1, action: 'unknown' }; log.debug(`Intent match result: ${JSON.stringify(result)}`); return result; } } export class WorkflowOperator { name: string; operation: (state: WorkflowState) => Promise; constructor(name: string, operation: (state: WorkflowState) => Promise) { this.name = name; this.operation = operation; log.info(`Created new WorkflowOperator: ${name}`); } async execute(state: WorkflowState): Promise { log.debug(`Executing operator ${this.name} with state: ${JSON.stringify(state)}`); const result = await this.operation(state); log.debug(`Operator ${this.name} execution complete. New state: ${JSON.stringify(result)}`); return result; } } export class ManifoldRegion { name: string; operators: WorkflowOperator[]; adjacentRegions: Set; constructor(name: string, operators: WorkflowOperator[] = []) { this.name = name; this.operators = operators; this.adjacentRegions = new Set(); log.info(`Created new ManifoldRegion: ${name} with ${operators.length} operators`); } addOperator(operator: WorkflowOperator): void { log.debug(`Adding operator ${operator.name} to region ${this.name}`); this.operators.push(operator); } connectTo(region: ManifoldRegion): void { log.info(`Connecting region ${this.name} to ${region.name}`); this.adjacentRegions.add(region); region.adjacentRegions.add(this); } async getValidOperators(_state: WorkflowState): Promise { log.debug(`Getting valid operators for region ${this.name}`); return this.operators; } } export class NestedManifoldRegion extends ManifoldRegion { nestedManifold: WorkflowFunctionManifold; constructor(name: string, nestedManifold: WorkflowFunctionManifold) { super(name); this.nestedManifold = nestedManifold; this.nestedManifold.state = {}; log.info(`Created new NestedManifoldRegion: ${name}`); } async getValidOperators(state: WorkflowState): Promise { log.debug(`Getting valid operators for nested region ${this.name}`); if (!this.nestedManifold.currentRegion) { log.warn(`No current region in nested manifold for ${this.name}`); return []; } return await this.nestedManifold.currentRegion.getValidOperators(state); } async navigate(prompt: string): Promise { log.debug(`Navigating nested manifold in ${this.name} with prompt: ${prompt}`); return await this.nestedManifold.navigate(prompt); } async executeWorkflow(prompt: string): Promise { log.debug(`Executing nested workflow in ${this.name} with prompt: ${prompt}`); const result = await this.nestedManifold.executeWorkflow(prompt); if (result) { log.debug(`Nested workflow execution successful, updating state.`); Object.assign(this.nestedManifold.state, this.nestedManifold.state); } return result; } } export class WorkflowFunctionManifold { intentMap: DummyIntentMap; regions: Map; currentRegion: ManifoldRegion | null; state: WorkflowState; parentManifold?: WorkflowFunctionManifold; constructor(intentMap: DummyIntentMap) { this.intentMap = intentMap; this.regions = new Map(); this.currentRegion = null; this.state = {}; log.info('Created new WorkflowFunctionManifold'); } addRegion(region: ManifoldRegion): void { log.info(`Adding region ${region.name} to manifold`); this.regions.set(region.name, region); if (!this.currentRegion) { log.debug(`Setting ${region.name} as current region`); this.currentRegion = region; } if (region instanceof NestedManifoldRegion) { log.debug(`Setting parent manifold for nested region ${region.name}`); region.nestedManifold.parentManifold = this; } } async navigate(prompt: string): Promise { try { log.debug(`Attempting navigation with prompt: ${prompt}`); if (this.currentRegion instanceof NestedManifoldRegion) { log.debug('Current region is nested, attempting nested navigation'); const nestedNavigated = await this.currentRegion.navigate(prompt); if (nestedNavigated) { log.debug('Nested navigation successful'); return true; } } const intent = await this.intentMap.query(prompt); if (intent.confidence <= 0.5) { log.warn(`Low confidence intent match: ${intent.confidence}`); return false; } if (!this.currentRegion) { log.error('No current region set'); return false; } let nextRegion = Array.from(this.currentRegion.adjacentRegions).find(region => region.name.toLowerCase() === intent.action.toLowerCase() ); if (!nextRegion) { nextRegion = Array.from(this.currentRegion.adjacentRegions).find(region => region.name.toLowerCase().includes(intent.action.toLowerCase()) ); } if (nextRegion) { log.info(`Navigating from ${this.currentRegion.name} to ${nextRegion.name}`); this.currentRegion = nextRegion; return true; } log.warn(`No valid navigation target found for prompt: ${prompt}`); return false; } catch (error) { log.error('Navigation error:', error); return false; } } async executeWorkflow(prompt: string): Promise { try { log.debug(`Executing workflow with prompt: ${prompt}`); if (this.currentRegion instanceof NestedManifoldRegion) { log.debug('Executing nested workflow'); const nestedResult = await this.currentRegion.executeWorkflow(prompt); if (nestedResult) { log.debug('Nested workflow successful, updating state'); this.state = { ...this.state, ...this.currentRegion.nestedManifold.state }; } return nestedResult; } const intent = await this.intentMap.query(prompt); if (!this.currentRegion) { log.error('No current region set for workflow execution'); return false; } const operators = await this.currentRegion.getValidOperators(this.state); const matchedOperator = operators.find(op => op.name.toLowerCase() === intent.action.toLowerCase() ); if (matchedOperator && intent.confidence > 0.5) { log.info(`Executing operator ${matchedOperator.name}`); const newState = await matchedOperator.execute(this.state); this.state = { ...this.state, ...newState }; if (this.parentManifold) { log.debug('Updating parent manifold state'); this.parentManifold.state = { ...this.parentManifold.state, ...this.state }; } return true; } log.warn(`No matching operator found for prompt: ${prompt}`); return false; } catch (error) { log.error('Workflow execution error:', error); return false; } } }