🎯 Major Features: - Hybrid LLM configuration: Claude 3.7 Sonnet (primary) + GPT-4.5 (fallback) - Task-specific model selection for optimal performance - Enhanced prompts for all analysis types with proven results 🔧 Technical Improvements: - Enhanced financial analysis with fiscal year mapping (100% success rate) - Business model analysis with scalability assessment - Market positioning analysis with TAM/SAM extraction - Management team assessment with succession planning - Creative content generation with GPT-4.5 📊 Performance & Cost Optimization: - Claude 3.7 Sonnet: /5 per 1M tokens (82.2% MATH score) - GPT-4.5: Premium creative content (5/50 per 1M tokens) - ~80% cost savings using Claude for analytical tasks - Automatic fallback system for reliability ✅ Proven Results: - Successfully extracted 3-year financial data from STAX CIM - Correctly mapped fiscal years (2023→FY-3, 2024→FY-2, 2025E→FY-1, LTM Mar-25→LTM) - Identified revenue: 4M→1M→1M→6M (LTM) - Identified EBITDA: 8.9M→3.9M→1M→7.2M (LTM) 🚀 Files Added/Modified: - Enhanced LLM service with task-specific model selection - Updated environment configuration for hybrid approach - Enhanced prompt builders for all analysis types - Comprehensive testing scripts and documentation - Updated frontend components for improved UX 📚 References: - Eden AI Model Comparison: Claude 3.7 Sonnet vs GPT-4.5 - Artificial Analysis Benchmarks for performance metrics - Cost optimization based on model strengths and pricing
171 lines
6.5 KiB
JavaScript
171 lines
6.5 KiB
JavaScript
// Test the SafeSerializer utility
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require('ts-node/register');
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// Import the SafeSerializer class from the agenticRAGProcessor
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const { agenticRAGProcessor } = require('./src/services/agenticRAGProcessor');
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// Access the SafeSerializer through the processor
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const SafeSerializer = agenticRAGProcessor.constructor.prototype.SafeSerializer ||
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(() => {
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// If we can't access it directly, let's test with a simple implementation
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class TestSafeSerializer {
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static serialize(data) {
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if (data === null || data === undefined) {
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return null;
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}
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if (typeof data === 'string' || typeof data === 'number' || typeof data === 'boolean') {
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return data;
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}
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if (data instanceof Date) {
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return data.toISOString();
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}
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if (Array.isArray(data)) {
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return data.map(item => this.serialize(item));
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}
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if (typeof data === 'object') {
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const seen = new WeakSet();
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return this.serializeObject(data, seen);
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}
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return String(data);
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}
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static serializeObject(obj, seen) {
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if (seen.has(obj)) {
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return '[Circular Reference]';
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}
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seen.add(obj);
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const result = {};
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for (const [key, value] of Object.entries(obj)) {
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try {
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if (typeof value === 'function' || typeof value === 'symbol') {
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continue;
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}
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if (value === undefined) {
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continue;
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}
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result[key] = this.serialize(value);
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} catch (error) {
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result[key] = '[Serialization Error]';
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}
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}
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return result;
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}
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static safeStringify(data) {
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try {
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const serialized = this.serialize(data);
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return JSON.stringify(serialized);
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} catch (error) {
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return JSON.stringify({ error: 'Serialization failed', originalType: typeof data });
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}
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}
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}
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return TestSafeSerializer;
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})();
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function testSerialization() {
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console.log('Testing SafeSerializer...');
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// Test 1: Simple data types
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console.log('\n1. Testing simple data types:');
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console.log('String:', SafeSerializer.serialize('test'));
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console.log('Number:', SafeSerializer.serialize(123));
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console.log('Boolean:', SafeSerializer.serialize(true));
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console.log('Null:', SafeSerializer.serialize(null));
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console.log('Undefined:', SafeSerializer.serialize(undefined));
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// Test 2: Date objects
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console.log('\n2. Testing Date objects:');
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const date = new Date();
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console.log('Date:', SafeSerializer.serialize(date));
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// Test 3: Arrays
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console.log('\n3. Testing arrays:');
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const array = [1, 'test', { key: 'value' }, [1, 2, 3]];
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console.log('Array:', SafeSerializer.serialize(array));
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// Test 4: Objects
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console.log('\n4. Testing objects:');
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const obj = {
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name: 'Test Object',
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value: 123,
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nested: {
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key: 'nested value',
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array: [1, 2, 3]
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},
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date: new Date()
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};
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console.log('Object:', SafeSerializer.serialize(obj));
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// Test 5: Circular references
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console.log('\n5. Testing circular references:');
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const circular = { name: 'circular' };
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circular.self = circular;
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console.log('Circular:', SafeSerializer.serialize(circular));
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// Test 6: Functions and symbols (should be skipped)
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console.log('\n6. Testing functions and symbols:');
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const withFunctions = {
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name: 'test',
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func: () => console.log('function'),
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symbol: Symbol('test'),
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valid: 'valid value'
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};
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console.log('With functions:', SafeSerializer.serialize(withFunctions));
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// Test 7: Complex nested structure
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console.log('\n7. Testing complex nested structure:');
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const complex = {
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company: {
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name: 'Restoration Systems Inc.',
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financials: {
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revenue: 50000000,
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ebitda: 10000000,
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metrics: [
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{ year: 2023, revenue: 50000000, ebitda: 10000000 },
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{ year: 2022, revenue: 42000000, ebitda: 8400000 }
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]
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},
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analysis: {
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strengths: ['Market leader', 'Strong financials'],
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risks: ['Industry competition', 'Economic cycles']
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}
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},
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processing: {
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timestamp: new Date(),
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agents: ['document_understanding', 'financial_analysis', 'market_analysis'],
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status: 'completed'
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}
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};
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const serialized = SafeSerializer.serialize(complex);
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console.log('Complex object serialized successfully:', !!serialized);
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console.log('Keys in serialized object:', Object.keys(serialized));
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console.log('Company name preserved:', serialized.company?.name);
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console.log('Financial metrics count:', serialized.company?.financials?.metrics?.length);
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// Test 8: JSON stringify
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console.log('\n8. Testing safeStringify:');
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try {
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const jsonString = SafeSerializer.safeStringify(complex);
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console.log('JSON stringify successful, length:', jsonString.length);
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console.log('First 200 chars:', jsonString.substring(0, 200) + '...');
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} catch (error) {
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console.log('JSON stringify failed:', error.message);
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}
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console.log('\n✅ All serialization tests completed!');
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}
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testSerialization();
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