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
69 lines
1.9 KiB
JSON
69 lines
1.9 KiB
JSON
{
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"name": "cim-processor-backend",
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"version": "1.0.0",
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"description": "Backend API for CIM Document Processor",
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"main": "dist/index.js",
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"scripts": {
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"dev": "ts-node-dev --respawn --transpile-only src/index.ts",
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"build": "tsc",
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"start": "node dist/index.js",
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"test": "jest --passWithNoTests",
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"test:watch": "jest --watch --passWithNoTests",
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"lint": "eslint src --ext .ts",
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"lint:fix": "eslint src --ext .ts --fix",
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"db:migrate": "ts-node src/scripts/setup-database.ts",
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"db:seed": "ts-node src/models/seed.ts",
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"db:setup": "npm run db:migrate"
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},
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"dependencies": {
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"@anthropic-ai/sdk": "^0.57.0",
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"@langchain/openai": "^0.6.3",
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"axios": "^1.11.0",
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"bcrypt": "^6.0.0",
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"bcryptjs": "^2.4.3",
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"bull": "^4.12.0",
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"cors": "^2.8.5",
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"dotenv": "^16.3.1",
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"express": "^4.18.2",
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"express-rate-limit": "^7.1.5",
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"express-validator": "^7.0.1",
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"form-data": "^4.0.4",
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"helmet": "^7.1.0",
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"joi": "^17.11.0",
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"jsonwebtoken": "^9.0.2",
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"langchain": "^0.3.30",
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"morgan": "^1.10.0",
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"multer": "^1.4.5-lts.1",
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"openai": "^5.10.2",
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"pdf-parse": "^1.1.1",
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"pg": "^8.11.3",
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"puppeteer": "^21.11.0",
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"redis": "^4.6.10",
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"uuid": "^11.1.0",
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"winston": "^3.11.0",
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"zod": "^3.25.76"
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},
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"devDependencies": {
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"@types/bcryptjs": "^2.4.6",
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"@types/cors": "^2.8.17",
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"@types/express": "^4.17.21",
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"@types/jest": "^29.5.8",
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"@types/jsonwebtoken": "^9.0.5",
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"@types/morgan": "^1.9.9",
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"@types/multer": "^1.4.11",
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"@types/node": "^20.9.0",
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"@types/pdf-parse": "^1.1.4",
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"@types/pg": "^8.10.7",
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"@types/supertest": "^2.0.16",
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"@types/uuid": "^10.0.0",
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"@typescript-eslint/eslint-plugin": "^6.10.0",
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"@typescript-eslint/parser": "^6.10.0",
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"eslint": "^8.53.0",
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"jest": "^29.7.0",
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"supertest": "^6.3.3",
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"ts-jest": "^29.1.1",
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"ts-node-dev": "^2.0.0",
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"typescript": "^5.2.2"
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}
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}
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