Waypoint is a project designed to enhance navigation and accessibility within the Innovation Academy ecosystem. It combines intuitive user interfaces with advanced retrieval-augmented generation (RAG) models to deliver seamless user experiences. Our goal is to provide accurate, context-aware assistance for users, ensuring they can find the information they need efficiently.
- Smart Chat Interface — Get real-time, context-aware answers through a friendly, responsive chat system.
- RAG-Powered Intelligence — Our pipeline combines document parsing, semantic search, and LLMs to provide accurate, concise responses.
- Staff & Club Directory — Quickly look up teachers, staff, or clubs with ease.
- Timeline View — Visualize upcoming events and milestones in a scrollable, dynamic layout.
- User Accounts — Personalized experience via secure account management, setting the stage for custom schedules, reminders, and more.
| Feature | Status |
|---|---|
| Chat interface | ✅ Done |
| Sidebar | ✅ Done |
| Navigation bar | ✅ Done |
| Settings page | ⏳ In Progress |
| Accounts | ✅ Done (for now) |
| Feature | Status |
|---|---|
| Data ingestion pipeline | ✅ Done |
| Retrieval mechanism | ✅ Done |
| Answer generation | ✅ Done |
| Query fine-tuning | ⏳ In Progress |
| Feature | Status |
|---|---|
| Accounts system | ⏳ Pending |
| End-to-end UX | 🔜 To be defined |
| Environment | Status |
|---|---|
| Local Dev | ✅ Done |
| Staging Server | ⏳ In Progress |
| Production Rollout | 🔜 Planned |
- Frontend: React + TailwindCSS
- Backend: Node.js, Express, FAISS
- LLM: Gemini 2.0 Flash (via API)
- Embeddings: MistralAI
- Database: Supabase
This project was developed by students at Innovation Academy. If you're interested in contributing or want to collaborate, feel free to open an issue or reach out!