108 lines
3.2 KiB
JavaScript
108 lines
3.2 KiB
JavaScript
// Simulated LLM Service
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export class DummyLlmService {
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async query(prompt) {
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// Simulate LLM response with basic intent matching
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const intents = {
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'analyze': { confidence: 0.9, action: 'analysis' },
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'process': { confidence: 0.8, action: 'processing' },
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'transform': { confidence: 0.7, action: 'transformation' }
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};
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const matchedIntent = Object.entries(intents)
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.find(([key]) => prompt.toLowerCase().includes(key));
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return matchedIntent ? matchedIntent[1] : { confidence: 0.1, action: 'unknown' };
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}
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}
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// Interface for workflow operators
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export class WorkflowOperator {
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constructor(name, operation) {
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this.name = name;
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this.operation = operation;
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}
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async execute(state) {
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return await this.operation(state);
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}
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}
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// Interface for manifold regions
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export class ManifoldRegion {
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constructor(name, operators = []) {
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this.name = name;
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this.operators = operators;
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this.adjacentRegions = new Set();
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}
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addOperator(operator) {
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this.operators.push(operator);
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}
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connectTo(region) {
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this.adjacentRegions.add(region);
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region.adjacentRegions.add(this);
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}
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async getValidOperators(state) {
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return this.operators;
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}
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}
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// Main manifold implementation
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export class WorkflowFunctionManifold {
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constructor(llmService) {
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this.llmService = llmService;
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this.regions = new Map();
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this.currentRegion = null;
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this.state = {};
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}
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addRegion(region) {
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this.regions.set(region.name, region);
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if (!this.currentRegion) {
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this.currentRegion = region;
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}
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}
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async navigate(prompt) {
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try {
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const intent = await this.llmService.query(prompt);
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// Find the best matching adjacent region
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const nextRegion = Array.from(this.currentRegion.adjacentRegions)
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.find(region => region.name.toLowerCase().includes(intent.action));
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if (nextRegion && intent.confidence > 0.5) {
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this.currentRegion = nextRegion;
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return true;
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} else {
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console.warn(`No valid region found for prompt: "${prompt}"`);
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return false;
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}
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} catch (error) {
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console.error(`Error during navigation for prompt "${prompt}":`, error);
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return false;
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}
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}
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async executeWorkflow(prompt) {
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try {
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const operators = await this.currentRegion.getValidOperators(this.state);
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const intent = await this.llmService.query(prompt);
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const matchedOperator = operators.find(op => op.name.toLowerCase().includes(intent.action));
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if (matchedOperator) {
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this.state = await matchedOperator.execute(this.state);
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return true;
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} else {
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console.warn(`No matching operator found for intent: ${intent.action}`);
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return false;
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}
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} catch (error) {
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console.error(`Error during workflow execution for prompt "${prompt}":`, error);
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return false;
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}
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}
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} |