A curated learning platform for Microsoft & Azure content
Explore workshops and tutorials with curated learning paths to accelerate your technical skills.
Try the Demo
NexusSkill automatically curates Microsoft and Azure cloud development learning content by analyzing GitHub repositories, powered by AI-based search and recommendation features.
| Feature | Description |
|---|---|
| GitHub Repository Analysis | Automatically extracts README, metadata, and commit activity |
| AI-Powered Content Enrichment | Generates summaries, difficulty levels, and learning outcomes using GPT |
| Multilingual Support | Automatic Korean ↔ English translation |
| Asset Auto-Generation | Automatic thumbnail image generation with DALL-E |
| Hybrid Search | Keyword + vector search powered by Azure AI Search |
| AI Chatbot | Semantic content search and recommendation assistant |
┌─────────────────────────────────────────────────────────────────┐
│ NexusSkill │
├──────────────────────┬──────────────────────────────────────────┤
│ Frontend │ Vue 3 + TypeScript + Vite │
│ (Azure SWA) │ Pinia state management, Tailwind CSS │
├──────────────────────┼──────────────────────────────────────────┤
│ Backend API │ FastAPI + Python 3.9 │
│ (Container Apps) │ Cosmos DB, Azure OpenAI │
├──────────────────────┼──────────────────────────────────────────┤
│ Analysis Pipeline │ BackgroundTasks (in-process) │
│ │ GitHub analysis, AI metadata extraction │
├──────────────────────┼──────────────────────────────────────────┤
│ Metadata Refresh │ Azure Functions (Timer: daily KST 02:00)│
│ (Functions) │ GitHub stars/forks, YouTube views/likes │
└──────────────────────┴──────────────────────────────────────────┘
buildflow/
├── backend/ # FastAPI backend → backend/README.md
├── frontend/ # Vue 3 frontend
├── functions/ # Azure Functions (daily metadata refresh) → functions/README.md
├── infra/ # Azure Bicep IaC → infra/README.md
├── .github/workflows/ # CI/CD workflows
└── docs/ # Additional documentation
| Area | Technology |
|---|---|
| Frontend | Vue 3, TypeScript, Vite, Pinia, Tailwind CSS |
| Backend | FastAPI, Python 3.9, Pydantic v2 |
| Database | Azure Cosmos DB (Serverless) |
| Search | Azure AI Search (Hybrid: BM25 + Vector) |
| AI | Azure OpenAI (GPT, DALL-E, Embeddings) |
| Scheduled Jobs | Azure Functions (Consumption Plan, Python 3.11) |
| Hosting | Azure Container Apps, Azure Static Web Apps |
| CI/CD | GitHub Actions |
| IaC | Bicep |
# Frontend
npm install
npm run dev
# Backend
cd backend
pip install -r requirements.txt
uvicorn app.main:app --reload --port 8000- Infrastructure Deployment: infra/README.md
- Backend Development: backend/README.md
- Frontend Development: frontend/README.md
MIT License
Click to expand
| Category | Item | Date | Notes |
|---|---|---|---|
| Infrastructure | Azure Container Apps deployment | 2026-01-21 | Dev environment |
| Infrastructure | Azure Static Web Apps deployment | 2026-01-21 | Frontend hosting |
| Infrastructure | Cosmos DB setup | 2026-01-21 | Serverless mode |
| Infrastructure | Container Registry (ACR) | 2026-01-21 | Docker image storage |
| Infrastructure | Azure AI Search integration | 2026-01-27 | Hybrid search index |
| CI/CD | Backend CI (Lint + Test) | 2026-01-21 | Ruff + pytest |
| CI/CD | Frontend CI (Lint + Test + Build) | 2026-01-21 | ESLint + Vitest + Vite |
| CI/CD | Deploy to Dev pipeline | 2026-01-21 | Auto-deploy on Backend CI success |
| CI/CD | Deploy Frontend pipeline | 2026-01-21 | Azure SWA auto-deploy |
| Backend | Health Check endpoints | 2026-01-21 | /health, /api/v1/health |
| Backend | Content CRUD API | 2026-01-21 | Basic CRUD operations |
| Backend | GitHub Analysis Pipeline | 2026-01-21 | Repository metadata extraction |
| Backend | OTP Email Authentication | 2026-01-22 | @microsoft.com, @github.com domains |
| Backend | Hybrid Search API | 2026-01-27 | BM25 + vector search |
| Backend | AI Assistant API | 2026-01-27 | RAG-based chat, content recommendations |
| Backend | Image Auto-Generation | 2026-01-27 | DALL-E thumbnail generation |
| Frontend | Content Grid UI | 2026-01-21 | ContentGrid component |
| Frontend | Language Toggle (EN/KR) | 2026-01-21 | LanguageToggle component |
| Frontend | OTP Login UI | 2026-01-22 | Email + OTP input modal |
| Frontend | AI Assistant UI | 2026-01-27 | Floating chat, markdown rendering |
| Frontend | Advanced Search Filters | 2026-01-27 | Category, difficulty, technology filters |
| Infrastructure | Azure Functions (Metadata Refresh) | 2026-03-02 | Bicep module, Consumption Plan (Y1) |
| Backend | Daily GitHub Metadata Refresh | 2026-03-02 | Stars, forks, last_commit_date auto-update |
| Backend | Daily YouTube Metadata Refresh | 2026-03-02 | Views, likes, comment_count auto-update |
| CI/CD | Functions deploy job | 2026-03-02 | Added to deploy-backend.yml workflow |