GitHub Repository

Production-ready codebase and architecture

📦

Digital Twin Workshop

Enterprise RAG system with MCP integration

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System Architecture

Next.js 14 Application
TypeScript + React + Tailwind CSS
Frontend
React Components
Tailwind Styling
Real-time Updates
API Routes
/api/query
/api/metrics
/api/health
/api/load-test
MCP Server
Claude Desktop
HTTP Endpoint
JSON-RPC 2.0
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🗄️
Upstash Vector
Semantic Search
1536-dim Embeddings
RAG Context Retrieval
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Groq LLaMA
LLaMA 3.1 8B
Fast Inference
Response Generation

Technology Stack

Frontend & Framework

Next.js14.2.33
React18
TypeScript5
Tailwind CSS3.3.6

Backend & Infrastructure

Upstash VectorRAG Database
Groq APILLM Provider
VercelDeployment
MCPModel Context Protocol

Production-Ready Features

✓
RAG System
Retrieval-Augmented Generation with vector search
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Real-time Monitoring
Performance metrics and health checks
✓
Load Testing
Built-in scalability validation
✓
MCP Integration
Claude Desktop integration
✓
Serverless Architecture
Auto-scaling API routes
✓
Type Safety
Full TypeScript implementation
✓
Error Handling
Graceful degradation and logging
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Documentation
Comprehensive setup guides

Repository Information

Repositorykevinfusko/digital-twin-workshop
LicenseMIT
Package Managerpnpm
DocumentationREADME.md, MCP_SETUP_GUIDE.md, QUICK_REFERENCE.md
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