Platform Architecture
Overview
The PMSG platform employs a modern, microservices-oriented
architecture designed for scalability, maintainability, and
extensibility.
Technology Stack
Frontend Stack
- React 18.2
- Recharts for visualizations
- Tailwind CSS
- JWT authentication
Backend Stack
- FastAPI (Python 3.9+)
- PostgreSQL 12+
- Redis (caching)
- Celery (async tasks)
Analytics Stack
- R 4.0+
- Shiny Server
- ggplot2, plotly
- Statistical packages (lme4, survival, etc.)
AI/ML Stack
- ChromaDB (vector database)
- Sentence Transformers
- LangChain
- Claude API
System Components
[Detailed architecture content to be added]
API Design
[REST API documentation to be added]
Database Schema
[Entity-relationship diagrams to be added]
Security Architecture
[Security implementation details to be added]