Add support for nested manifolds

Introduced the `NestedManifoldRegion` class to enable embedding of `WorkflowFunctionManifold` inside regions, allowing hierarchical workflows. Updated `bin.js` to demonstrate the new functionality and adjusted `lib.js` for nested region navigation and execution logic. Updated `package.json` to specify "type": "module" for ES module support.
This commit is contained in:
2024-11-09 14:01:59 -05:00
parent 7abd62046a
commit 41f4151d41
4 changed files with 173 additions and 120 deletions

114
bin.js
View File

@@ -5,59 +5,95 @@ import {
ManifoldRegion,
WorkflowFunctionManifold,
WorkflowOperator,
NestedManifoldRegion,
} from './lib.js';
async function demonstrateManifold() {
// Initialize services and manifold
const llm = new DummyLlmService();
const manifold = new WorkflowFunctionManifold(llm);
async function demonstrateNestedManifold() {
console.log('\n🚀 Starting Nested Manifold Demonstration\n');
// Create operators
const dataAnalysisOp = new WorkflowOperator('analysis', async state => {
console.log('Performing data analysis...');
console.log('📦 Creating Secondary Manifold...');
const nestedLlm = new DummyLlmService();
const nestedManifold = new WorkflowFunctionManifold(nestedLlm);
const validateOp = new WorkflowOperator('validation', async state => {
console.log(' ✓ Validating data structure');
return { ...state, validated: true };
});
const cleanOp = new WorkflowOperator('cleaning', async state => {
console.log(' ✓ Cleaning data');
return { ...state, cleaned: true };
});
const validateRegion = new ManifoldRegion('validation', [validateOp]);
const cleanRegion = new ManifoldRegion('cleaning', [cleanOp]);
// Set up nested manifold regions
validateRegion.connectTo(cleanRegion);
nestedManifold.addRegion(validateRegion);
nestedManifold.addRegion(cleanRegion);
console.log('📦 Creating Primary Manifold...');
const mainLlm = new DummyLlmService();
const mainManifold = new WorkflowFunctionManifold(mainLlm);
const analysisOp = new WorkflowOperator('analysis', async state => {
console.log(' ✓ Performing data analysis');
return { ...state, analyzed: true };
});
const dataProcessingOp = new WorkflowOperator('processing', async state => {
console.log('Processing data...');
return { ...state, processed: true };
});
const dataTransformOp = new WorkflowOperator('transformation', async state => {
console.log('Transforming data...');
const transformOp = new WorkflowOperator('transformation', async state => {
console.log(' ✓ Transforming results');
return { ...state, transformed: true };
});
// Create regions
const analysisRegion = new ManifoldRegion('analysis', [dataAnalysisOp]);
const processingRegion = new ManifoldRegion('processing', [dataProcessingOp]);
const transformationRegion = new ManifoldRegion('transformation', [dataTransformOp]);
// Set up main manifold regions
const nestedPreprocessRegion = new NestedManifoldRegion('preprocessing', nestedManifold);
const analysisRegion = new ManifoldRegion('analysis', [analysisOp]);
const transformRegion = new ManifoldRegion('transformation', [transformOp]);
// Connect regions
analysisRegion.connectTo(processingRegion);
processingRegion.connectTo(transformationRegion);
nestedPreprocessRegion.connectTo(analysisRegion);
analysisRegion.connectTo(transformRegion);
// Add regions to manifold
manifold.addRegion(analysisRegion);
manifold.addRegion(processingRegion);
manifold.addRegion(transformationRegion);
mainManifold.addRegion(nestedPreprocessRegion);
mainManifold.addRegion(analysisRegion);
mainManifold.addRegion(transformRegion);
// Demonstrate workflow execution
console.log('Starting workflow demonstration...');
console.log('\n🔄 Executing Workflow...\n');
const prompts = ['analyze the data', 'process the results', 'transform the output'];
const prompts = [
{ text: 'validate the input', description: 'Nested: Data Validation' },
{ text: 'clean the data', description: 'Nested: Data Cleaning' },
{ text: 'analyze the results', description: 'Main: Data Analysis' },
{ text: 'transform the output', description: 'Main: Data Transformation' },
];
for (const prompt of prompts) {
console.log(`\nExecuting prompt: "${prompt}"`);
await manifold.navigate(prompt);
const executed = await manifold.executeWorkflow(prompt);
console.log('Current state:', manifold.state);
console.log(`Current region: ${manifold.currentRegion.name}`);
console.log(`Operation executed: ${executed}`);
for (const { text, description } of prompts) {
console.log(`📍 Step: ${description}\n Prompt: "${text}"`);
try {
// First try to navigate
const navigated = await mainManifold.navigate(text);
if (navigated) {
console.log(' ↪ Navigation successful');
}
// Then execute the workflow
const executed = await mainManifold.executeWorkflow(text);
if (executed) {
console.log(' ✅ Execution complete\n');
} else {
console.log(' ❌ Execution failed - No matching operator found\n');
}
} catch (error) {
console.error(` ❌ Error: ${error.message}\n`);
}
}
console.log('🎉 Workflow Demonstration Complete!\n');
}
// Run the demonstration
demonstrateManifold().catch(console.error);
export {};
demonstrateNestedManifold().catch(error => {
console.error('❌ Fatal Error:', error);
process.exit(1);
});