Club Member Portal

• 1. Title
• 2. What Are We Building?
• 3. The Problem Behind the Problem
• 4. Final Architecture
• 5. What Is a Backend?
• 6. Project Setup
• 7. Database
• 8. Authentication Flow
• 9. Email Verification
• 10. Forgot Password
• 11. Backend API Design
• 12. Why RAG?
• 13. RAG Pipeline
• 14. Why Chunk Documents?
• 15. Embeddings
• 16. Vector Database
• 17. Generating the Answer
• 18. What If We Don't Know?
• 19. Citations
• 20. RAG Service
• 21. Frontend Is the Product
• 22. Authentication UI
• 23. Chat Interface
• 24. Admin + Knowledge Sync
• 25. API Contract
• 26. Putting Everything Together
• 27. Local → Production
• 28. Mapping to AWS
• 29. What Makes It Production-Ready?
• 30. Common Mistakes We Saw
• 31. The Right Development Mindset
• 32. Final Demo
• 33. Closing