Documentation Status

Current Implementation State

The Local-Canvas project has been implemented with the following features:

Implemented Features

• Modular Architecture: Clean separation between UI and AI logic via OllamaService class
• Service Layer: Implemented as OllamaService class
• Memory Hook Interface: Implemented as AIMemoryHook interface
• In-Memory Storage: Implemented as InMemoryStorage class
• AI Continue: Implemented as handleAIComplete
• AI Expand: Implemented as handleAIExpand
• AI Refactor: Implemented as handleAIRefactor
• Chat Assistant: Implemented as handleChat
• RAG (Retrieval-Augmented Generation): Partially implemented with basic keyword matching
• Fully Offline: No external API calls
• Connection Status Monitoring: Yes, with isConnected state
• Graceful Error Handling: Yes, with try/catch blocks
• Streaming Responses: Yes, implemented in streamCompletion
• Character Count Tracking: Yes, with content.length
• Tab-Based Navigation: Yes, with Write/Chat/Settings tabs
• Memory Statistics Dashboard: Partially implemented with basic stats
• Easy Model Switching: Partially implemented with model selection

Missing Features

1. RAG (Retrieval-Augmented Generation): Not fully implemented despite being specified in reference.md. The current implementation uses simple keyword matching instead of proper retrieval-augmented generation.
2. Persistent Storage: No SQLite/ChromaDB backend as specified. Only in-memory storage is implemented.
3. Full Interactive Dashboard: Only basic tab navigation exists. The full interactive dashboard with advanced features is missing.
4. Model Switching Settings: Partially implemented but not accessible through UI.
5. Comprehensive Testing: No unit or integration tests for all components.
6. Proper Error Handling: Could be improved with more specific error messages and recovery mechanisms.

Technical Constraints

• No external APIs: Yes, implemented correctly
• No internet access: Yes, implemented correctly
• No data leakage: Yes, implemented correctly
• No hallucinated content: Yes, implemented correctly
• Ollama-only LLM provider: Yes, implemented correctly

Documentation Status

The documentation is currently incomplete and does not reflect the actual implementation state. The following documentation files need to be updated:

1. reference.md: This file contains the original requirements but does not reflect the current implementation state
2. validation_rules.md: This file contains the validation rules but does not reflect the current implementation state
3. forbidden_features.md: This file contains the forbidden features but does not reflect the current implementation state
4. phase0_master_feature_list.md: This file contains the master feature list but does not reflect the current implementation state

Next Steps

1. Update reference.md to reflect the current implementation state
2. Update validation_rules.md to reflect the current implementation state
3. Update forbidden_features.md to reflect the current implementation state
4. Update phase0_master_feature_list.md to reflect the current implementation state
5. Create a new documentation file that provides a comprehensive overview of the current implementation state
6. Add a section to the documentation that explains the current limitations and planned improvements
7. Add a section to the documentation that explains how to run the tests and verify the implementation
8. Add a section to the documentation that explains how to contribute to the project

The documentation should be updated to reflect the current implementation state and provide clear guidance for users and contributors.