2:I[7012,["4765","static/chunks/4765-f5afdf8061f456f3.js","9856","static/chunks/9856-3b185291364d9bef.js","6687","static/chunks/app/docs/%5B...slug%5D/page-e07536548216bee4.js"],"MarkdownRenderer"] 4:I[9856,["4765","static/chunks/4765-f5afdf8061f456f3.js","9856","static/chunks/9856-3b185291364d9bef.js","6687","static/chunks/app/docs/%5B...slug%5D/page-e07536548216bee4.js"],""] 5:I[4126,[],""] 7:I[9630,[],""] 8:I[4278,["9856","static/chunks/9856-3b185291364d9bef.js","8172","static/chunks/8172-b3a2d6fe4ae10d40.js","3185","static/chunks/app/layout-2814fa5d15b84fe4.js"],"HeadingProvider"] 9:I[1476,["9856","static/chunks/9856-3b185291364d9bef.js","8172","static/chunks/8172-b3a2d6fe4ae10d40.js","3185","static/chunks/app/layout-2814fa5d15b84fe4.js"],"Header"] a:I[3167,["9856","static/chunks/9856-3b185291364d9bef.js","8172","static/chunks/8172-b3a2d6fe4ae10d40.js","3185","static/chunks/app/layout-2814fa5d15b84fe4.js"],"Sidebar"] b:I[7409,["9856","static/chunks/9856-3b185291364d9bef.js","8172","static/chunks/8172-b3a2d6fe4ae10d40.js","3185","static/chunks/app/layout-2814fa5d15b84fe4.js"],"PageFrame"] 3:T1dd6, > **⚠️ LEGACY V1 DOCUMENT – NOT CANONICAL FOR V2** > This describes the original 20-phase plan. > For the current architecture and phases, see: > > - [ARCHITECTURE_V2.md](ARCHITECTURE_V2.md) > - [DEVELOPMENT_PHASES_V2.md](DEVELOPMENT_PHASES_V2.md) > - [START_HERE.md](START_HERE.md) > - [Implementation Status](overview/IMPLEMENTATION_STATUS.md) # VoiceAssist Development Phases ## Overview This document breaks down VoiceAssist development into self-contained phases, each designed to be completed by Claude Code in a single continuous session (3-6 hours of focused work). ## Development Approach - **Local-First**: All development happens on MacBook Pro - **Incremental**: Each phase builds on previous phases - **Self-Contained**: Clear entry/exit criteria for each phase - **Testable**: Every phase includes verification steps - **Documented**: Update docs as you build ## Phase Prerequisites Before starting any phase, Claude Code should: 1. Read all documentation in `~/VoiceAssist/docs/` 2. Check current status of the project 3. Verify prerequisites for the phase are met 4. Review what was completed in previous phases ## Phase Structure Each phase document includes: - **Goal**: What this phase accomplishes - **Prerequisites**: What must exist before starting - **Entry Checklist**: Verify before beginning - **Tasks**: Step-by-step implementation guide - **Testing**: How to verify success - **Documentation Updates**: What docs to update - **Exit Checklist**: What should exist when done - **Next Phase**: What comes next ## Phase Overview ### Foundation Phases (1-3) **Phase 1: Local Development Environment** (~4 hours) - Install all dependencies on MacBook Pro - Set up local databases (PostgreSQL, Redis, Qdrant) - Create project structure - Basic FastAPI app with health check **Phase 2: Database Schema & Models** (~3 hours) - Define SQLAlchemy models - Create migrations with Alembic - Set up pgvector extension - Create Qdrant collections **Phase 3: Authentication System** (~4 hours) - JWT authentication - User registration/login - API key management - Protected endpoints ### AI Integration Phases (4-5) **Phase 4: Local LLM Integration** (~3 hours) - Ollama setup and configuration - LLM service wrapper - Basic chat endpoint - Test local inference **Phase 5: OpenAI Realtime API** (~5 hours) - WebSocket endpoint for voice - OpenAI Realtime API proxy - Audio streaming setup - Voice conversation testing ### File System & Privacy Phases (6-7) **Phase 6: File System Access & Privacy** (~5 hours) - File indexing service - Privacy classifier implementation - Local vector search - File query endpoints **Phase 7: macOS System Integrations** (~6 hours) - Calendar access (EventKit/AppleScript) - Email integration - Reminders and Notes - Test all integrations ### Medical Knowledge Base Phases (8-11) **Phase 8: PDF Processing Pipeline** (~5 hours) - PDF upload endpoint - Text extraction (PyPDF2, pdfplumber) - OCR integration (Tesseract) - Chunking strategy implementation **Phase 9: Embedding & Vector Storage** (~4 hours) - Embedding generation (OpenAI) - Store in Qdrant with metadata - Batch processing - Test retrieval **Phase 10: RAG System Implementation** (~5 hours) - Semantic search - Context assembly - Citation generation - Medical query endpoint with sources **Phase 11: PubMed Integration** (~4 hours) - PubMed API client - Search and download - Journal article processing - Integration with RAG system ### Frontend Phases (12-14) **Phase 12: Web App - Core Chat Interface** (~5 hours) - React + TypeScript + Vite setup - Chat UI components - Message streaming - WebSocket connection - File upload **Phase 13: Web App - Voice Interface** (~4 hours) - Microphone input setup - Web Audio API integration - Voice controls and visualization - Audio playback **Phase 14: Web App - History & Settings** (~3 hours) - Conversation history - Search functionality - User settings page - Export conversations ### Admin Panel Phases (15-16) **Phase 15: Admin Panel - Dashboard** (~4 hours) - React setup with Tremor - System overview dashboard - Real-time metrics - Service status indicators **Phase 16: Admin Panel - Knowledge Base UI** (~4 hours) - Document upload interface - Document management table - Indexing controls - Analytics views ### External Integrations Phase (17) **Phase 17: External Service Integrations** (~5 hours) - Nextcloud WebDAV integration - OpenEvidence API (if available) - Clinical guidelines scrapers - Web search integration ### Testing & Polish Phases (18-19) **Phase 18: Integration Testing & Bug Fixes** (~6 hours) - Write integration tests - End-to-end testing - Bug fixes and refinements - Performance optimization **Phase 19: Documentation Site** (~4 hours) - Next.js + MDX setup - Content creation - Search functionality - Deploy locally ### Deployment Phase (20) **Phase 20: Ubuntu Deployment** (~5 hours) - Create deployment script - Ubuntu-specific configuration - Production environment setup - Deployment testing ## Total Estimated Time - 20 Phases × ~4.5 hours average = ~90 hours - Working 4 hours/day = ~23 days - Working on weekends = ~1 month of development ## Phase Status Tracking Create a `PHASE_STATUS.md` file to track progress: ```markdown # Phase Completion Status - [x] Phase 1: Local Development Environment - Completed 2024-11-20 - [x] Phase 2: Database Schema & Models - Completed 2024-11-21 - [ ] Phase 3: Authentication System - In Progress - [ ] Phase 4: Local LLM Integration - Not Started ... ``` ## Starting a Phase When starting a new phase: ```bash cd ~/VoiceAssist # Read the phase document cat docs/phases/PHASE_XX_NAME.md # Check prerequisites # Begin implementation # Test thoroughly # Update documentation # Mark phase as complete in PHASE_STATUS.md ``` ## Phase Dependencies ``` Phase 1 (Environment) ↓ Phase 2 (Database) ↓ Phase 3 (Auth) ↓ Phase 4 (Local LLM) ──┐ Phase 5 (OpenAI) ├─→ Phase 12 (Web Chat) Phase 6 (Files) │ ↓ Phase 7 (Integrations)┘ Phase 13 (Voice) ↓ ↓ Phase 8 (PDF) Phase 14 (History) ↓ ↓ Phase 9 (Embeddings) Phase 15 (Admin) ↓ ↓ Phase 10 (RAG) Phase 16 (Admin KB) ↓ Phase 11 (PubMed) ↓ Phase 17 (External) ↓ Phase 18 (Testing) ↓ Phase 19 (Docs Site) ↓ Phase 20 (Deploy) ``` ## Critical Success Factors 1. **Complete one phase before starting the next** 2. **Test thoroughly at each phase** 3. **Update documentation as you go** 4. **Commit code after each phase** 5. **Verify all exit criteria before moving on** ## Working with Claude Code Each phase document is designed to be given to Claude Code as a prompt: ``` "Please read ~/VoiceAssist/docs/phases/PHASE_03_AUTHENTICATION.md and implement this phase. Check the prerequisites, verify the entry checklist, complete all tasks, run tests, update documentation, and verify exit criteria." ``` Claude Code will: - Read the phase instructions - Check what already exists - Implement the required features - Write tests - Update relevant documentation - Verify completion criteria ## Phase Document Location All phase documents are in: `~/VoiceAssist/docs/phases/` - `PHASE_01_LOCAL_ENVIRONMENT.md` - `PHASE_02_DATABASE_SCHEMA.md` - `PHASE_03_AUTHENTICATION.md` - ... (all 20 phases) ## Next Steps 1. Review this document 2. Read `LOCAL_DEVELOPMENT.md` for local setup details 3. Start with Phase 1 4. Work through phases sequentially 5. 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