TODO.md

TODO

Checklist

• Untangle memory
• Untangle history
• Untangle all components that rely on state
• Accounts
• Saving chats
• MongoDB hosting

Suggestions

1. Dependency Injection: — Investigated

• The MedicalHistoryManager could use a more formal DI pattern
• Consider using FastAPI's dependency injection more extensively

2. Configuration Management: — Half done

• Magic numbers and constants should be moved to a central config file
• Environment variables should be validated at startup

3. Error Handling:

• Need more specific exception types instead of generic Exception
• Should have consistent error handling patterns across modules

4. Service Layer Separation:

• Business logic in MedicalHistoryManager could be split into separate services
• Summary generation could be its own service class

5. Interface Definitions:

• Missing clear interface definitions for major components
• Should define abstract base classes for key services

6. Testing Structure:

• No clear separation of unit vs integration tests
• Missing test fixtures and mocks

7. Logging Strategy: — Done

• Inconsistent logging levels across components
• Missing structured logging format definition

8. Type Hints:

• Some function parameters missing type hints
• Return types could be more specific using TypeVar

9. Documentation:

• Missing detailed API documentation
• Inconsistent docstring formats

10. State Management:

• Global state in MedicalState could be improved
• Session management could be more robust

PHASE 2:

• EMR enhancement
• Naive RAG integration
• Chat history consistency
• Summary history to EMR

PHASE 3:

• Multimodal integration
• Reasoning orchestrator
• Dynamic/Tree/Graph RAG
• Integrate specialist model

PHASE 4:

• Multimodal validation
• Orchestrator validation
• RAG validation
• UI Enhancement
• Future suggestions