VIDA Project Architecture

System Architecture Diagram

Key Components

1. Frontend Layer

• Streamlit-based user interfaces
• Responsive design for multi-device compatibility
• Intuitive workflows designed for educators

2. Application Layer

• Specialized services for each tool type
• Integration middleware connecting to AI services
• Data processing and transformation components
• Security and access control mechanisms

3. Infrastructure Layer

• AWS-based cloud infrastructure
• Containerized deployment using Docker
• Load balancing and scaling capabilities
• Database and storage services
• Monitoring and logging systems

Technology Stack

Development Environment

• Python: Primary programming language
• UV Package Manager: Modern Python dependency management
• GitHub: Source code management and collaboration
• VS Code: Recommended development environment

Frontend Technologies

• Streamlit: Web application framework for data applications
• HTML/CSS/JavaScript: For custom components as needed
• Plotly/Altair: Data visualization libraries

AI and ML Technologies

• Hugging Face: Access to pre-trained models
• Claude.ai: Advanced language processing capabilities
• Custom Model Integrations: As needed for specific tools

Cloud Infrastructure

• AWS Amazon Web Services: Primary cloud platform
• Docker: Containerization technology
• Nginx: Web server and reverse proxy
• CloudWatch: Monitoring and alerting
• GitHub Actions: CI/CD pipeline automation

Data Flow Diagrams

[Insert data flow diagrams]

Security Architecture

[Insert security architecture details]