Jon
57770fd99d
🎯 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
97 lines
3.0 KiB
JavaScript
97 lines
3.0 KiB
JavaScript
#!/usr/bin/env node
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/**
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* Setup test data for agentic RAG database integration tests
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* Creates test users and documents with proper UUIDs
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*/
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const { v4: uuidv4 } = require('uuid');
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const db = require('./dist/config/database').default;
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const bcrypt = require('bcrypt');
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async function setupTestData() {
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console.log('🔧 Setting up test data for agentic RAG database integration...\n');
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try {
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// Create test user
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console.log('1. Creating test user...');
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const testUserId = uuidv4();
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const hashedPassword = await bcrypt.hash('testpassword123', 12);
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await db.query(`
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INSERT INTO users (id, email, password_hash, name, role, created_at, updated_at)
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VALUES ($1, $2, $3, $4, $5, NOW(), NOW())
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ON CONFLICT (email) DO NOTHING
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`, [testUserId, 'test@agentic-rag.com', hashedPassword, 'Test User', 'admin']);
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// Create test document
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console.log('2. Creating test document...');
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const testDocumentId = uuidv4();
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await db.query(`
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INSERT INTO documents (id, user_id, original_file_name, file_path, file_size, status, extracted_text, created_at, updated_at)
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VALUES ($1, $2, $3, $4, $5, $6, $7, NOW(), NOW())
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`, [
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testDocumentId,
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testUserId,
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'test-cim-document.pdf',
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'/uploads/test-cim-document.pdf',
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1024000,
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'completed',
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'This is a test CIM document for agentic RAG testing.'
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]);
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// Create test document for full flow
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console.log('3. Creating test document for full flow...');
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const testDocumentId2 = uuidv4();
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await db.query(`
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INSERT INTO documents (id, user_id, original_file_name, file_path, file_size, status, extracted_text, created_at, updated_at)
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VALUES ($1, $2, $3, $4, $5, $6, $7, NOW(), NOW())
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`, [
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testDocumentId2,
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testUserId,
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'test-cim-document-full.pdf',
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'/uploads/test-cim-document-full.pdf',
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2048000,
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'completed',
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'This is a comprehensive test CIM document for full agentic RAG flow testing.'
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]);
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console.log('✅ Test data setup completed successfully!');
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console.log('\n📋 Test Data Summary:');
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console.log(` Test User ID: ${testUserId}`);
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console.log(` Test Document ID: ${testDocumentId}`);
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console.log(` Test Document ID (Full Flow): ${testDocumentId2}`);
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console.log(` Test User Email: test@agentic-rag.com`);
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console.log(` Test User Password: testpassword123`);
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// Export the IDs for use in tests
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module.exports = {
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testUserId,
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testDocumentId,
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testDocumentId2
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};
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return { testUserId, testDocumentId, testDocumentId2 };
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} catch (error) {
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console.error('❌ Failed to setup test data:', error);
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throw error;
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}
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}
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// Run setup if called directly
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if (require.main === module) {
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setupTestData()
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.then(() => {
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console.log('\n✨ Test data setup completed!');
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process.exit(0);
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})
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.catch((error) => {
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console.error('❌ Test data setup failed:', error);
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process.exit(1);
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});
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}
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module.exports = { setupTestData };
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