Final Results & Analysis
Comprehensive overview of project achievements and future development plans
Experiment 1: Loading and Indexing
Experiment 2: AI Analysis
Project Achievements
Complete email loading and indexing system
Implemented loading of test data and user JSON files with validation
AI-powered analysis and question answering
AI integration for email analysis and relevant response generation
Modern user interface
Responsive design with Tailwind CSS, icons and interactive elements
Validation and error handling
Comprehensive data validation system and informative error messages
Custom data upload
Support for uploading user email data in JSON format
Technology Stack
Frontend
- • Next.js 14 (App Router)
- • React 18
- • TypeScript
- • Tailwind CSS
- • Heroicons
Planned Integrations
- • Clerk.com (authentication)
- • Auriko.com (email integration)
- • Pinecone (vector database)
- • OpenAI Edge (AI processing)
- • PostgreSQL + Neon
Development Tools
- • ESLint
- • PostCSS
- • Git
- • npm
- • Vercel (deployment)
Conclusion
The project successfully demonstrates the core concepts of a SaaS platform for email management with AI integration. Key functions for loading, indexing and analyzing email data have been implemented with a modern user interface.
What was achieved: A fully functional prototype with the ability to load test and user data, AI analysis of email content, intuitive interface and comprehensive validation system.
Next steps: Integration with real email providers, implementation of vector database for improved search, addition of multi-user system and expansion of AI capabilities for deeper analysis of email content.